{"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-managed-devices-llm` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-llm\n name: Report managed devices llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-managed-devices-llm, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-llm\n name: Report managed devices llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read managed devices (fields: id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType; permission DeviceManagementManagedDevices.Read.All), then have the LLM summarize what an admin should check. Slug: check-managed-devices-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-llm\n name: Check managed devices llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-managed-devices-llm-scheduled` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-llm-scheduled\n name: Report managed devices llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-managed-devices-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-llm-scheduled\n name: Report managed devices llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-managed-devices-count-llm` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-managed-devices-count-llm\n name: Review managed devices count llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_compliancestate\n format: transform\n label: Count managed devices by complianceState\n detail: Breaks managed devices down by complianceState.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: complianceState\n buckets:\n - compliant\n - noncompliant\n - unknown\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_compliancestate.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_compliancestate.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-managed-devices-count-llm, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-count-llm\n name: Check managed devices count llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_operatingsystem\n format: transform\n label: Count managed devices by operatingSystem\n detail: Breaks managed devices down by operatingSystem.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: operatingSystem\n buckets:\n - Windows\n - macOS\n - iOS\n - Android\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_operatingsystem.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_operatingsystem.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-managed-devices-count-llm-scheduled` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-managed-devices-count-llm-scheduled\n name: Audit managed devices count llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_compliancestate\n format: transform\n label: Count managed devices by complianceState\n detail: Breaks managed devices down by complianceState.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: complianceState\n buckets:\n - compliant\n - noncompliant\n - unknown\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_compliancestate.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_compliancestate.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-managed-devices-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-count-llm-scheduled\n name: Check managed devices count llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_operatingsystem\n format: transform\n label: Count managed devices by operatingSystem\n detail: Breaks managed devices down by operatingSystem.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: operatingSystem\n buckets:\n - Windows\n - macOS\n - iOS\n - Android\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_operatingsystem.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_operatingsystem.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-managed-devices-sort-llm` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, samples the oldest by lastSyncDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-sort-llm\n name: Check managed devices sort llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-managed-devices-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-sort-llm\n name: Check managed devices sort llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-managed-devices-sort-llm-scheduled` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, samples the oldest by lastSyncDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-managed-devices-sort-llm-scheduled\n name: Review managed devices sort llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-managed-devices-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-sort-llm-scheduled\n name: Report managed devices sort llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n load_managed_devices.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-managed-devices-count-sort-llm` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, breaks them down with a count transform, samples the oldest by lastSyncDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-count-sort-llm\n name: Check managed devices count sort llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_compliancestate\n format: transform\n label: Count managed devices by complianceState\n detail: Breaks managed devices down by complianceState.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: complianceState\n buckets:\n - compliant\n - noncompliant\n - unknown\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_compliancestate.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_compliancestate.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-managed-devices-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-count-sort-llm\n name: Report managed devices count sort llm\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_compliancestate\n format: transform\n label: Count managed devices by complianceState\n detail: Breaks managed devices down by complianceState.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: complianceState\n buckets:\n - compliant\n - noncompliant\n - unknown\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_compliancestate.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_compliancestate.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-managed-devices-count-sort-llm-scheduled` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType, breaks them down with a count transform, samples the oldest by lastSyncDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-managed-devices-count-sort-llm-scheduled\n name: Report managed devices count sort llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_operatingsystem\n format: transform\n label: Count managed devices by operatingSystem\n detail: Breaks managed devices down by operatingSystem.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: operatingSystem\n buckets:\n - Windows\n - macOS\n - iOS\n - Android\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_operatingsystem.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_operatingsystem.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-managed-devices-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-count-sort-llm-scheduled\n name: Check managed devices count sort llm scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: count_by_compliancestate\n format: transform\n label: Count managed devices by complianceState\n detail: Breaks managed devices down by complianceState.\n settings:\n kind: count-by-field\n source: '{{ load_managed_devices.output }}'\n field: complianceState\n buckets:\n - compliant\n - noncompliant\n - unknown\n - id: oldest_items\n format: transform\n label: Sample managed devices by lastSyncDateTime\n detail: Lists managed devices ordered by lastSyncDateTime.\n settings:\n kind: sort-by\n source: '{{ load_managed_devices.output }}'\n field: lastSyncDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short managed devices report.\n settings:\n system: >-\n You review managed devices for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total managed devices: {{ load_managed_devices.output | size }}. Details: {{\n count_by_compliancestate.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_managed_devices.output | size }}'\n breakdown: '{{ count_by_compliancestate.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-managed-devices-list` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-managed-devices-list\n name: Check managed devices list\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_managed_devices.output | size }} managed devices.\n data:\n total: '{{ load_managed_devices.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-managed-devices-list, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-managed-devices-list\n name: Audit managed devices list\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_managed_devices.output | size }} managed devices.\n data:\n total: '{{ load_managed_devices.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-managed-devices-list-scheduled` that loads managed devices from Graph (/deviceManagement/managedDevices, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, deviceName, operatingSystem, complianceState, lastSyncDateTime, userPrincipalName, model, managedDeviceOwnerType. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-managed-devices-list-scheduled\n name: Audit managed devices list scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_managed_devices.output | size }} managed devices.\n data:\n total: '{{ load_managed_devices.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-managed-devices-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's managed devices via /deviceManagement/managedDevices. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-managed-devices-list-scheduled\n name: Review managed devices list scheduled\n description: Reviews managed devices and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_managed_devices\n format: graph\n label: Load managed devices\n detail: Reads managed devices from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/managedDevices\n select:\n - id\n - deviceName\n - operatingSystem\n - complianceState\n - lastSyncDateTime\n - userPrincipalName\n - model\n - managedDeviceOwnerType\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_managed_devices.output | size }} managed devices.\n data:\n total: '{{ load_managed_devices.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-users-llm` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-llm\n name: Report users llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-users-llm, version 0.1.0, author Community/community) that reviews the tenant's users via /users and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-llm\n name: Report users llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime; permission User.Read.All), then have the LLM summarize what an admin should check. Slug: report-users-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-llm\n name: Report users llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-users-llm-scheduled` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-llm-scheduled\n name: Check users llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-users-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's users via /users and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-llm-scheduled\n name: Report users llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-users-count-llm` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-count-llm\n name: Check users count llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-users-count-llm, version 0.1.0, author Community/community) that reviews the tenant's users via /users with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-users-count-llm\n name: Review users count llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-users-count-llm-scheduled` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-users-count-llm-scheduled\n name: Review users count llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_usertype\n format: transform\n label: Count users by userType\n detail: Breaks users down by userType.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: userType\n buckets:\n - Member\n - Guest\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_usertype.output }}. Write\n a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_usertype.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-users-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's users via /users with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-users-count-llm-scheduled\n name: Audit users count llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-users-sort-llm` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-sort-llm\n name: Report users sort llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-users-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's users via /users and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-users-sort-llm\n name: Audit users sort llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime; permission User.Read.All), show the oldest ten by createdDateTime, then have the LLM summarize what an admin should check. Slug: review-users-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-users-sort-llm\n name: Review users sort llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-users-sort-llm-scheduled` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-sort-llm-scheduled\n name: Check users sort llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-users-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's users via /users and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-sort-llm-scheduled\n name: Check users sort llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ load_users.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-users-count-sort-llm` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-count-sort-llm\n name: Check users count sort llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-users-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's users via /users with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-users-count-sort-llm\n name: Audit users count sort llm\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_usertype\n format: transform\n label: Count users by userType\n detail: Breaks users down by userType.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: userType\n buckets:\n - Member\n - Guest\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_usertype.output }}. Write\n a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_usertype.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-users-count-sort-llm-scheduled` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-users-count-sort-llm-scheduled\n name: Audit users count sort llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-users-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's users via /users with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-count-sort-llm-scheduled\n name: Check users count sort llm scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\n - id: count_by_accountenabled\n format: transform\n label: Count users by accountEnabled\n detail: Breaks users down by accountEnabled.\n settings:\n kind: count-by-field\n source: '{{ load_users.output }}'\n field: accountEnabled\n buckets:\n - 'true'\n - 'false'\n - id: oldest_items\n format: transform\n label: Sample users by createdDateTime\n detail: Lists users ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_users.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short users report.\n settings:\n system: >-\n You review users for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total users: {{ load_users.output | size }}. Details: {{ count_by_accountenabled.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_users.output | size }}'\n breakdown: '{{ count_by_accountenabled.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-users-list` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-list\n name: Report users list\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-users-list, version 0.1.0, author Community/community) that reviews the tenant's users via /users."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-users-list\n name: Review users list\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime; permission User.Read.All). Slug: review-users-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-users-list\n name: Review users list\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-users-list-scheduled` that loads users from Graph (/users, GET, scope User.Read.All) selecting id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-users-list-scheduled\n name: Check users list scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-users-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's users via /users. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-users-list-scheduled\n name: Audit users list scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read users (fields: id, displayName, userPrincipalName, accountEnabled, userType, createdDateTime; permission User.Read.All). Slug: report-users-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-users-list-scheduled\n name: Report users list scheduled\n description: Reviews users and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_users\n format: graph\n label: Load users\n detail: Reads users from the active tenant.\n settings:\n method: GET\n path: /users\n select:\n - id\n - displayName\n - userPrincipalName\n - accountEnabled\n - userType\n - createdDateTime\n scopes:\n - User.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_users.output | size }} users.\n data:\n total: '{{ load_users.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-groups-llm` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-llm\n name: Audit groups llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-groups-llm, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-llm\n name: Review groups llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule, createdDateTime; permission Group.Read.All), then have the LLM summarize what an admin should check. Slug: audit-groups-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-llm\n name: Audit groups llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-llm-scheduled` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-llm-scheduled\n name: Review groups llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-groups-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-llm-scheduled\n name: Audit groups llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-count-llm` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-count-llm\n name: Review groups count llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-groups-count-llm, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-count-llm\n name: Audit groups count llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-groups-count-llm-scheduled` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-groups-count-llm-scheduled\n name: Check groups count llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-groups-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-groups-count-llm-scheduled\n name: Report groups count llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-groups-sort-llm` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-sort-llm\n name: Audit groups sort llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-groups-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-groups-sort-llm\n name: Check groups sort llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule, createdDateTime; permission Group.Read.All), show the oldest ten by createdDateTime, then have the LLM summarize what an admin should check. Slug: report-groups-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-groups-sort-llm\n name: Report groups sort llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-sort-llm-scheduled` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-sort-llm-scheduled\n name: Review groups sort llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-groups-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-sort-llm-scheduled\n name: Audit groups sort llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ load_groups.output }}. Write a\n compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-count-sort-llm` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-count-sort-llm\n name: Review groups count sort llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-groups-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-groups-count-sort-llm\n name: Check groups count sort llm\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-groups-count-sort-llm-scheduled` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-groups-count-sort-llm-scheduled\n name: Check groups count sort llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-groups-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-count-sort-llm-scheduled\n name: Review groups count sort llm scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\n - id: count_by_grouptypes\n format: transform\n label: Count groups by groupTypes\n detail: Breaks groups down by groupTypes.\n settings:\n kind: count-by-field\n source: '{{ load_groups.output }}'\n field: groupTypes\n buckets:\n - Unified\n - DynamicMembership\n - id: oldest_items\n format: transform\n label: Sample groups by createdDateTime\n detail: Lists groups ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_groups.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short groups report.\n settings:\n system: >-\n You review groups for Microsoft 365 admins. Be concise, factual, and conservative. Use only\n the supplied data.\n prompt: >-\n Total groups: {{ load_groups.output | size }}. Details: {{ count_by_grouptypes.output }}.\n Write a compact report: main finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_groups.output | size }}'\n breakdown: '{{ count_by_grouptypes.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-list` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-list\n name: Review groups list\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-groups-list, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-list\n name: Review groups list\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule, createdDateTime; permission Group.Read.All). Slug: audit-groups-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-groups-list\n name: Audit groups list\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-groups-list-scheduled` that loads groups from Graph (/groups, GET, scope Group.Read.All) selecting id, displayName, groupTypes, membershipRule, createdDateTime. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-list-scheduled\n name: Review groups list scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-groups-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's groups via /groups. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-list-scheduled\n name: Review groups list scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read groups (fields: id, displayName, groupTypes, membershipRule, createdDateTime; permission Group.Read.All). Slug: review-groups-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-groups-list-scheduled\n name: Review groups list scheduled\n description: Reviews groups and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_groups\n format: graph\n label: Load groups\n detail: Reads groups from the active tenant.\n settings:\n method: GET\n path: /groups\n select:\n - id\n - displayName\n - groupTypes\n - membershipRule\n - createdDateTime\n scopes:\n - Group.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_groups.output | size }} groups.\n data:\n total: '{{ load_groups.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-llm` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-llm\n name: Review application registrations llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-application-registrations-llm, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-application-registrations-llm\n name: Check application registrations llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read application registrations (fields: id, displayName, appId, createdDateTime, signInAudience; permission Application.Read.All), then have the LLM summarize what an admin should check. Slug: audit-application-registrations-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-llm\n name: Audit application registrations llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-application-registrations-llm-scheduled` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-llm-scheduled\n name: Audit application registrations llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-application-registrations-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-llm-scheduled\n name: Audit application registrations llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-application-registrations-count-llm` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-count-llm\n name: Audit application registrations count llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-application-registrations-count-llm, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-count-llm\n name: Report application registrations count llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-count-llm-scheduled` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-count-llm-scheduled\n name: Review application registrations count llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-application-registrations-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-count-llm-scheduled\n name: Report application registrations count llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-sort-llm` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-sort-llm\n name: Review application registrations sort llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-application-registrations-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-sort-llm\n name: Audit application registrations sort llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read application registrations (fields: id, displayName, appId, createdDateTime, signInAudience; permission Application.Read.All), show the oldest ten by createdDateTime, then have the LLM summarize what an admin should check. Slug: audit-application-registrations-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-sort-llm\n name: Audit application registrations sort llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-sort-llm-scheduled` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-sort-llm-scheduled\n name: Review application registrations sort llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-application-registrations-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-sort-llm-scheduled\n name: Report application registrations sort llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ load_application_registrations.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-application-registrations-count-sort-llm` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-count-sort-llm\n name: Report application registrations count sort llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-application-registrations-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-application-registrations-count-sort-llm\n name: Check application registrations count sort llm\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-count-sort-llm-scheduled` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience, breaks them down with a count transform, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-count-sort-llm-scheduled\n name: Review application registrations count sort llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-application-registrations-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-count-sort-llm-scheduled\n name: Report application registrations count sort llm scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\n - id: count_by_signinaudience\n format: transform\n label: Count application registrations by signInAudience\n detail: Breaks application registrations down by signInAudience.\n settings:\n kind: count-by-field\n source: '{{ load_application_registrations.output }}'\n field: signInAudience\n buckets:\n - AzureADMyOrg\n - AzureADMultipleOrgs\n - id: oldest_items\n format: transform\n label: Sample application registrations by createdDateTime\n detail: Lists application registrations ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_application_registrations.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short application registrations report.\n settings:\n system: >-\n You review application registrations for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total application registrations: {{ load_application_registrations.output | size }}.\n Details: {{ count_by_signinaudience.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_application_registrations.output | size }}'\n breakdown: '{{ count_by_signinaudience.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-application-registrations-list` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-list\n name: Review application registrations list\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-application-registrations-list, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-application-registrations-list\n name: Review application registrations list\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read application registrations (fields: id, displayName, appId, createdDateTime, signInAudience; permission Application.Read.All). Slug: check-application-registrations-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-application-registrations-list\n name: Check application registrations list\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-application-registrations-list-scheduled` that loads application registrations from Graph (/applications, GET, scope Application.Read.All) selecting id, displayName, appId, createdDateTime, signInAudience. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-application-registrations-list-scheduled\n name: Report application registrations list scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-application-registrations-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's application registrations via /applications. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-list-scheduled\n name: Audit application registrations list scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read application registrations (fields: id, displayName, appId, createdDateTime, signInAudience; permission Application.Read.All). Slug: audit-application-registrations-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-application-registrations-list-scheduled\n name: Audit application registrations list scheduled\n description: Reviews application registrations and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_application_registrations\n format: graph\n label: Load application registrations\n detail: Reads application registrations from the active tenant.\n settings:\n method: GET\n path: /applications\n select:\n - id\n - displayName\n - appId\n - createdDateTime\n - signInAudience\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_application_registrations.output | size }} application registrations.\n data:\n total: '{{ load_application_registrations.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-conditional-access-policies-llm` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-llm\n name: Check conditional access policies llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-conditional-access-policies-llm, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-llm\n name: Report conditional access policies llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read conditional access policies (fields: id, displayName, state, createdDateTime, modifiedDateTime; permission Policy.Read.All), then have the LLM summarize what an admin should check. Slug: audit-conditional-access-policies-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-conditional-access-policies-llm\n name: Audit conditional access policies llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-conditional-access-policies-llm-scheduled` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-conditional-access-policies-llm-scheduled\n name: Review conditional access policies llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-conditional-access-policies-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-conditional-access-policies-llm-scheduled\n name: Review conditional access policies llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-conditional-access-policies-count-llm` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-count-llm\n name: Report conditional access policies count llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-conditional-access-policies-count-llm, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-conditional-access-policies-count-llm\n name: Audit conditional access policies count llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-conditional-access-policies-count-llm-scheduled` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-count-llm-scheduled\n name: Report conditional access policies count llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-conditional-access-policies-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-count-llm-scheduled\n name: Check conditional access policies count llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-conditional-access-policies-sort-llm` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, samples the oldest by modifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-sort-llm\n name: Check conditional access policies sort llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-conditional-access-policies-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-sort-llm\n name: Report conditional access policies sort llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read conditional access policies (fields: id, displayName, state, createdDateTime, modifiedDateTime; permission Policy.Read.All), show the oldest ten by modifiedDateTime, then have the LLM summarize what an admin should check. Slug: report-conditional-access-policies-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-sort-llm\n name: Report conditional access policies sort llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-conditional-access-policies-sort-llm-scheduled` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, samples the oldest by modifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-conditional-access-policies-sort-llm-scheduled\n name: Audit conditional access policies sort llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-conditional-access-policies-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-sort-llm-scheduled\n name: Report conditional access policies sort llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ load_conditional_access_policies.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-conditional-access-policies-count-sort-llm` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, breaks them down with a count transform, samples the oldest by modifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-count-sort-llm\n name: Report conditional access policies count sort llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-conditional-access-policies-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-conditional-access-policies-count-sort-llm\n name: Audit conditional access policies count sort llm\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-conditional-access-policies-count-sort-llm-scheduled` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime, breaks them down with a count transform, samples the oldest by modifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-conditional-access-policies-count-sort-llm-scheduled\n name: Audit conditional access policies count sort llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-conditional-access-policies-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-conditional-access-policies-count-sort-llm-scheduled\n name: Review conditional access policies count sort llm scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\n - id: count_by_state\n format: transform\n label: Count conditional access policies by state\n detail: Breaks conditional access policies down by state.\n settings:\n kind: count-by-field\n source: '{{ load_conditional_access_policies.output }}'\n field: state\n buckets:\n - enabled\n - disabled\n - enabledForReportingButNotEnforced\n - id: oldest_items\n format: transform\n label: Sample conditional access policies by modifiedDateTime\n detail: Lists conditional access policies ordered by modifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_conditional_access_policies.output }}'\n field: modifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short conditional access policies report.\n settings:\n system: >-\n You review conditional access policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total conditional access policies: {{ load_conditional_access_policies.output | size }}.\n Details: {{ count_by_state.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n breakdown: '{{ count_by_state.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-conditional-access-policies-list` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-list\n name: Check conditional access policies list\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-conditional-access-policies-list, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-conditional-access-policies-list\n name: Review conditional access policies list\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read conditional access policies (fields: id, displayName, state, createdDateTime, modifiedDateTime; permission Policy.Read.All). Slug: check-conditional-access-policies-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-list\n name: Check conditional access policies list\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-conditional-access-policies-list-scheduled` that loads conditional access policies from Graph (/identity/conditionalAccess/policies, GET, scope Policy.Read.All) selecting id, displayName, state, createdDateTime, modifiedDateTime. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-conditional-access-policies-list-scheduled\n name: Check conditional access policies list scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-conditional-access-policies-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's conditional access policies via /identity/conditionalAccess/policies. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-conditional-access-policies-list-scheduled\n name: Report conditional access policies list scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read conditional access policies (fields: id, displayName, state, createdDateTime, modifiedDateTime; permission Policy.Read.All). Slug: review-conditional-access-policies-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-conditional-access-policies-list-scheduled\n name: Review conditional access policies list scheduled\n description: Reviews conditional access policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_conditional_access_policies\n format: graph\n label: Load conditional access policies\n detail: Reads conditional access policies from the active tenant.\n settings:\n method: GET\n path: /identity/conditionalAccess/policies\n select:\n - id\n - displayName\n - state\n - createdDateTime\n - modifiedDateTime\n scopes:\n - Policy.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_conditional_access_policies.output | size }} conditional access policies.\n data:\n total: '{{ load_conditional_access_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-compliance-policies-llm` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-llm\n name: Report device compliance policies llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-compliance-policies-llm, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-llm\n name: Check device compliance policies llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device compliance policies (fields: id, displayName, createdDateTime, lastModifiedDateTime, version; permission DeviceManagementConfiguration.Read.All), then have the LLM summarize what an admin should check. Slug: audit-device-compliance-policies-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-compliance-policies-llm\n name: Audit device compliance policies llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-compliance-policies-llm-scheduled` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-llm-scheduled\n name: Report device compliance policies llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-compliance-policies-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-llm-scheduled\n name: Check device compliance policies llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-compliance-policies-count-llm` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-count-llm\n name: Report device compliance policies count llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-device-compliance-policies-count-llm, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-compliance-policies-count-llm\n name: Review device compliance policies count llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-compliance-policies-count-llm-scheduled` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-count-llm-scheduled\n name: Check device compliance policies count llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-device-compliance-policies-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-count-llm-scheduled\n name: Report device compliance policies count llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-compliance-policies-sort-llm` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-sort-llm\n name: Report device compliance policies sort llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-device-compliance-policies-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-sort-llm\n name: Report device compliance policies sort llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device compliance policies (fields: id, displayName, createdDateTime, lastModifiedDateTime, version; permission DeviceManagementConfiguration.Read.All), show the oldest ten by lastModifiedDateTime, then have the LLM summarize what an admin should check. Slug: report-device-compliance-policies-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-sort-llm\n name: Report device compliance policies sort llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-compliance-policies-sort-llm-scheduled` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-sort-llm-scheduled\n name: Report device compliance policies sort llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-compliance-policies-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-sort-llm-scheduled\n name: Check device compliance policies sort llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ load_device_compliance_policies.output }}. Write a compact report: main finding,\n what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-compliance-policies-count-sort-llm` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, breaks them down with a count transform, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-count-sort-llm\n name: Check device compliance policies count sort llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-compliance-policies-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-count-sort-llm\n name: Check device compliance policies count sort llm\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-device-compliance-policies-count-sort-llm-scheduled` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version, breaks them down with a count transform, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-compliance-policies-count-sort-llm-scheduled\n name: Audit device compliance policies count sort llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-device-compliance-policies-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-compliance-policies-count-sort-llm-scheduled\n name: Audit device compliance policies count sort llm scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: count_by_version\n format: transform\n label: Count device compliance policies by version\n detail: Breaks device compliance policies down by version.\n settings:\n kind: count-by-field\n source: '{{ load_device_compliance_policies.output }}'\n field: version\n buckets:\n - '1'\n - '2'\n - id: oldest_items\n format: transform\n label: Sample device compliance policies by lastModifiedDateTime\n detail: Lists device compliance policies ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_compliance_policies.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device compliance policies report.\n settings:\n system: >-\n You review device compliance policies for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device compliance policies: {{ load_device_compliance_policies.output | size }}.\n Details: {{ count_by_version.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n breakdown: '{{ count_by_version.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-device-compliance-policies-list` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-compliance-policies-list\n name: Audit device compliance policies list\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_compliance_policies.output | size }} device compliance policies.\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-device-compliance-policies-list, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-compliance-policies-list\n name: Audit device compliance policies list\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_compliance_policies.output | size }} device compliance policies.\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device compliance policies (fields: id, displayName, createdDateTime, lastModifiedDateTime, version; permission DeviceManagementConfiguration.Read.All). Slug: report-device-compliance-policies-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-compliance-policies-list\n name: Report device compliance policies list\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_compliance_policies.output | size }} device compliance policies.\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-compliance-policies-list-scheduled` that loads device compliance policies from Graph (/deviceManagement/deviceCompliancePolicies, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, version. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-compliance-policies-list-scheduled\n name: Check device compliance policies list scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_device_compliance_policies.output | size }} device compliance policies.\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-device-compliance-policies-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device compliance policies via /deviceManagement/deviceCompliancePolicies. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-compliance-policies-list-scheduled\n name: Review device compliance policies list scheduled\n description: Reviews device compliance policies and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_compliance_policies\n format: graph\n label: Load device compliance policies\n detail: Reads device compliance policies from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceCompliancePolicies\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n - version\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_device_compliance_policies.output | size }} device compliance policies.\n data:\n total: '{{ load_device_compliance_policies.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-configuration-profiles-llm` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-llm\n name: Check device configuration profiles llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-device-configuration-profiles-llm, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-configuration-profiles-llm\n name: Review device configuration profiles llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device configuration profiles (fields: id, displayName, createdDateTime, lastModifiedDateTime; permission DeviceManagementConfiguration.Read.All), then have the LLM summarize what an admin should check. Slug: audit-device-configuration-profiles-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-configuration-profiles-llm\n name: Audit device configuration profiles llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-configuration-profiles-llm-scheduled` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-llm-scheduled\n name: Check device configuration profiles llm scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-device-configuration-profiles-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-device-configuration-profiles-llm-scheduled\n name: Audit device configuration profiles llm scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-configuration-profiles-sort-llm` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-configuration-profiles-sort-llm\n name: Report device configuration profiles sort llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device configuration profiles by lastModifiedDateTime\n detail: Lists device configuration profiles ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_configuration_profiles.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-configuration-profiles-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-sort-llm\n name: Check device configuration profiles sort llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device configuration profiles by lastModifiedDateTime\n detail: Lists device configuration profiles ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_configuration_profiles.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device configuration profiles (fields: id, displayName, createdDateTime, lastModifiedDateTime; permission DeviceManagementConfiguration.Read.All), show the oldest ten by lastModifiedDateTime, then have the LLM summarize what an admin should check. Slug: review-device-configuration-profiles-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-configuration-profiles-sort-llm\n name: Review device configuration profiles sort llm\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device configuration profiles by lastModifiedDateTime\n detail: Lists device configuration profiles ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_configuration_profiles.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-device-configuration-profiles-sort-llm-scheduled` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime, samples the oldest by lastModifiedDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-configuration-profiles-sort-llm-scheduled\n name: Report device configuration profiles sort llm scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device configuration profiles by lastModifiedDateTime\n detail: Lists device configuration profiles ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_configuration_profiles.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-configuration-profiles-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-sort-llm-scheduled\n name: Check device configuration profiles sort llm scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\n - id: oldest_items\n format: transform\n label: Sample device configuration profiles by lastModifiedDateTime\n detail: Lists device configuration profiles ordered by lastModifiedDateTime.\n settings:\n kind: sort-by\n source: '{{ load_device_configuration_profiles.output }}'\n field: lastModifiedDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short device configuration profiles report.\n settings:\n system: >-\n You review device configuration profiles for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total device configuration profiles: {{ load_device_configuration_profiles.output | size }}.\n Details: {{ load_device_configuration_profiles.output }}. Write a compact report: main\n finding, what to verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-device-configuration-profiles-list` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-configuration-profiles-list\n name: Review device configuration profiles list\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-device-configuration-profiles-list, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-device-configuration-profiles-list\n name: Review device configuration profiles list\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device configuration profiles (fields: id, displayName, createdDateTime, lastModifiedDateTime; permission DeviceManagementConfiguration.Read.All). Slug: check-device-configuration-profiles-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-list\n name: Check device configuration profiles list\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-device-configuration-profiles-list-scheduled` that loads device configuration profiles from Graph (/deviceManagement/deviceConfigurations, GET, scope DeviceManagementConfiguration.Read.All) selecting id, displayName, createdDateTime, lastModifiedDateTime. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-list-scheduled\n name: Check device configuration profiles list scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-device-configuration-profiles-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's device configuration profiles via /deviceManagement/deviceConfigurations. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-device-configuration-profiles-list-scheduled\n name: Check device configuration profiles list scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a devices agent for OpenAdminOS: read device configuration profiles (fields: id, displayName, createdDateTime, lastModifiedDateTime; permission DeviceManagementConfiguration.Read.All). Slug: report-device-configuration-profiles-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-device-configuration-profiles-list-scheduled\n name: Report device configuration profiles list scheduled\n description: Reviews device configuration profiles and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: devices\n mode: read\nskills:\n - id: load_device_configuration_profiles\n format: graph\n label: Load device configuration profiles\n detail: Reads device configuration profiles from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/deviceConfigurations\n select:\n - id\n - displayName\n - createdDateTime\n - lastModifiedDateTime\n scopes:\n - DeviceManagementConfiguration.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_device_configuration_profiles.output | size }} device configuration profiles.\n data:\n total: '{{ load_device_configuration_profiles.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-detected-apps-llm` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-llm\n name: Audit detected apps llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-detected-apps-llm, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-llm\n name: Audit detected apps llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read detected apps (fields: id, displayName, version, deviceCount; permission DeviceManagementManagedDevices.Read.All), then have the LLM summarize what an admin should check. Slug: audit-detected-apps-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-llm\n name: Audit detected apps llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-detected-apps-llm-scheduled` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-detected-apps-llm-scheduled\n name: Review detected apps llm scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-detected-apps-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-detected-apps-llm-scheduled\n name: Check detected apps llm scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-detected-apps-sort-llm` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount, samples the oldest by deviceCount, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-detected-apps-sort-llm\n name: Review detected apps sort llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample detected apps by deviceCount\n detail: Lists detected apps ordered by deviceCount.\n settings:\n kind: sort-by\n source: '{{ load_detected_apps.output }}'\n field: deviceCount\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-detected-apps-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-detected-apps-sort-llm\n name: Report detected apps sort llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample detected apps by deviceCount\n detail: Lists detected apps ordered by deviceCount.\n settings:\n kind: sort-by\n source: '{{ load_detected_apps.output }}'\n field: deviceCount\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read detected apps (fields: id, displayName, version, deviceCount; permission DeviceManagementManagedDevices.Read.All), show the oldest ten by deviceCount, then have the LLM summarize what an admin should check. Slug: audit-detected-apps-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-sort-llm\n name: Audit detected apps sort llm\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample detected apps by deviceCount\n detail: Lists detected apps ordered by deviceCount.\n settings:\n kind: sort-by\n source: '{{ load_detected_apps.output }}'\n field: deviceCount\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-detected-apps-sort-llm-scheduled` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount, samples the oldest by deviceCount, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-detected-apps-sort-llm-scheduled\n name: Report detected apps sort llm scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample detected apps by deviceCount\n detail: Lists detected apps ordered by deviceCount.\n settings:\n kind: sort-by\n source: '{{ load_detected_apps.output }}'\n field: deviceCount\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-detected-apps-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-detected-apps-sort-llm-scheduled\n name: Check detected apps sort llm scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\n - id: oldest_items\n format: transform\n label: Sample detected apps by deviceCount\n detail: Lists detected apps ordered by deviceCount.\n settings:\n kind: sort-by\n source: '{{ load_detected_apps.output }}'\n field: deviceCount\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short detected apps report.\n settings:\n system: >-\n You review detected apps for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total detected apps: {{ load_detected_apps.output | size }}. Details: {{\n load_detected_apps.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_detected_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-detected-apps-list` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-list\n name: Audit detected apps list\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-detected-apps-list, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-detected-apps-list\n name: Check detected apps list\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read detected apps (fields: id, displayName, version, deviceCount; permission DeviceManagementManagedDevices.Read.All). Slug: review-detected-apps-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-detected-apps-list\n name: Review detected apps list\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-detected-apps-list-scheduled` that loads detected apps from Graph (/deviceManagement/detectedApps, GET, scope DeviceManagementManagedDevices.Read.All) selecting id, displayName, version, deviceCount. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-detected-apps-list-scheduled\n name: Review detected apps list scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-detected-apps-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's detected apps via /deviceManagement/detectedApps. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-detected-apps-list-scheduled\n name: Audit detected apps list scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read detected apps (fields: id, displayName, version, deviceCount; permission DeviceManagementManagedDevices.Read.All). Slug: review-detected-apps-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-detected-apps-list-scheduled\n name: Review detected apps list scheduled\n description: Reviews detected apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_detected_apps\n format: graph\n label: Load detected apps\n detail: Reads detected apps from the active tenant.\n settings:\n method: GET\n path: /deviceManagement/detectedApps\n select:\n - id\n - displayName\n - version\n - deviceCount\n scopes:\n - DeviceManagementManagedDevices.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_detected_apps.output | size }} detected apps.\n data:\n total: '{{ load_detected_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-sign-in-events-llm` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-sign-in-events-llm\n name: Audit sign in events llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-sign-in-events-llm, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-llm\n name: Check sign in events llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read sign-in events (fields: id, userPrincipalName, appDisplayName, createdDateTime, status; permission AuditLog.Read.All), then have the LLM summarize what an admin should check. Slug: check-sign-in-events-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-llm\n name: Check sign in events llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-sign-in-events-llm-scheduled` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-llm-scheduled\n name: Check sign in events llm scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-sign-in-events-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-sign-in-events-llm-scheduled\n name: Review sign in events llm scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-sign-in-events-sort-llm` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-sign-in-events-sort-llm\n name: Audit sign in events sort llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample sign-in events by createdDateTime\n detail: Lists sign-in events ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_sign_in_events.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-sign-in-events-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-sort-llm\n name: Check sign in events sort llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample sign-in events by createdDateTime\n detail: Lists sign-in events ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_sign_in_events.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read sign-in events (fields: id, userPrincipalName, appDisplayName, createdDateTime, status; permission AuditLog.Read.All), show the oldest ten by createdDateTime, then have the LLM summarize what an admin should check. Slug: audit-sign-in-events-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-sign-in-events-sort-llm\n name: Audit sign in events sort llm\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample sign-in events by createdDateTime\n detail: Lists sign-in events ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_sign_in_events.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-sign-in-events-sort-llm-scheduled` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-sign-in-events-sort-llm-scheduled\n name: Audit sign in events sort llm scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample sign-in events by createdDateTime\n detail: Lists sign-in events ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_sign_in_events.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-sign-in-events-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-sign-in-events-sort-llm-scheduled\n name: Review sign in events sort llm scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample sign-in events by createdDateTime\n detail: Lists sign-in events ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_sign_in_events.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short sign-in events report.\n settings:\n system: >-\n You review sign-in events for Microsoft 365 admins. Be concise, factual, and conservative.\n Use only the supplied data.\n prompt: >-\n Total sign-in events: {{ load_sign_in_events.output | size }}. Details: {{\n load_sign_in_events.output }}. Write a compact report: main finding, what to verify, next\n actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_sign_in_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-sign-in-events-list` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-sign-in-events-list\n name: Report sign in events list\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-sign-in-events-list, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-list\n name: Check sign in events list\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read sign-in events (fields: id, userPrincipalName, appDisplayName, createdDateTime, status; permission AuditLog.Read.All). Slug: check-sign-in-events-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-sign-in-events-list\n name: Check sign in events list\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-sign-in-events-list-scheduled` that loads sign-in events from Graph (/auditLogs/signIns, GET, scope AuditLog.Read.All) selecting id, userPrincipalName, appDisplayName, createdDateTime, status. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-sign-in-events-list-scheduled\n name: Review sign in events list scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-sign-in-events-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's sign-in events via /auditLogs/signIns. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-sign-in-events-list-scheduled\n name: Report sign in events list scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read sign-in events (fields: id, userPrincipalName, appDisplayName, createdDateTime, status; permission AuditLog.Read.All). Slug: audit-sign-in-events-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-sign-in-events-list-scheduled\n name: Audit sign in events list scheduled\n description: Reviews sign-in events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_sign_in_events\n format: graph\n label: Load sign-in events\n detail: Reads sign-in events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/signIns\n select:\n - id\n - userPrincipalName\n - appDisplayName\n - createdDateTime\n - status\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_sign_in_events.output | size }} sign-in events.\n data:\n total: '{{ load_sign_in_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-directory-audit-events-llm` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-llm\n name: Check directory audit events llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-directory-audit-events-llm, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-llm\n name: Check directory audit events llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read directory audit events (fields: id, activityDisplayName, initiatedBy, activityDateTime, result; permission AuditLog.Read.All), then have the LLM summarize what an admin should check. Slug: check-directory-audit-events-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-llm\n name: Check directory audit events llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-directory-audit-events-llm-scheduled` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-directory-audit-events-llm-scheduled\n name: Report directory audit events llm scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-directory-audit-events-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-directory-audit-events-llm-scheduled\n name: Audit directory audit events llm scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-directory-audit-events-sort-llm` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result, samples the oldest by activityDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-sort-llm\n name: Check directory audit events sort llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample directory audit events by activityDateTime\n detail: Lists directory audit events ordered by activityDateTime.\n settings:\n kind: sort-by\n source: '{{ load_directory_audit_events.output }}'\n field: activityDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-directory-audit-events-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-directory-audit-events-sort-llm\n name: Report directory audit events sort llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample directory audit events by activityDateTime\n detail: Lists directory audit events ordered by activityDateTime.\n settings:\n kind: sort-by\n source: '{{ load_directory_audit_events.output }}'\n field: activityDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read directory audit events (fields: id, activityDisplayName, initiatedBy, activityDateTime, result; permission AuditLog.Read.All), show the oldest ten by activityDateTime, then have the LLM summarize what an admin should check. Slug: audit-directory-audit-events-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-directory-audit-events-sort-llm\n name: Audit directory audit events sort llm\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample directory audit events by activityDateTime\n detail: Lists directory audit events ordered by activityDateTime.\n settings:\n kind: sort-by\n source: '{{ load_directory_audit_events.output }}'\n field: activityDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-directory-audit-events-sort-llm-scheduled` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result, samples the oldest by activityDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-directory-audit-events-sort-llm-scheduled\n name: Review directory audit events sort llm scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample directory audit events by activityDateTime\n detail: Lists directory audit events ordered by activityDateTime.\n settings:\n kind: sort-by\n source: '{{ load_directory_audit_events.output }}'\n field: activityDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-directory-audit-events-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-directory-audit-events-sort-llm-scheduled\n name: Review directory audit events sort llm scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\n - id: oldest_items\n format: transform\n label: Sample directory audit events by activityDateTime\n detail: Lists directory audit events ordered by activityDateTime.\n settings:\n kind: sort-by\n source: '{{ load_directory_audit_events.output }}'\n field: activityDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short directory audit events report.\n settings:\n system: >-\n You review directory audit events for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total directory audit events: {{ load_directory_audit_events.output | size }}. Details: {{\n load_directory_audit_events.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-directory-audit-events-list` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-directory-audit-events-list\n name: Audit directory audit events list\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-directory-audit-events-list, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-directory-audit-events-list\n name: Review directory audit events list\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read directory audit events (fields: id, activityDisplayName, initiatedBy, activityDateTime, result; permission AuditLog.Read.All). Slug: check-directory-audit-events-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-list\n name: Check directory audit events list\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-directory-audit-events-list-scheduled` that loads directory audit events from Graph (/auditLogs/directoryAudits, GET, scope AuditLog.Read.All) selecting id, activityDisplayName, initiatedBy, activityDateTime, result. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-list-scheduled\n name: Check directory audit events list scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-directory-audit-events-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's directory audit events via /auditLogs/directoryAudits. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-directory-audit-events-list-scheduled\n name: Check directory audit events list scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a compliance agent for OpenAdminOS: read directory audit events (fields: id, activityDisplayName, initiatedBy, activityDateTime, result; permission AuditLog.Read.All). Slug: report-directory-audit-events-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-directory-audit-events-list-scheduled\n name: Report directory audit events list scheduled\n description: Reviews directory audit events and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: compliance\n mode: read\nskills:\n - id: load_directory_audit_events\n format: graph\n label: Load directory audit events\n detail: Reads directory audit events from the active tenant.\n settings:\n method: GET\n path: /auditLogs/directoryAudits\n select:\n - id\n - activityDisplayName\n - initiatedBy\n - activityDateTime\n - result\n scopes:\n - AuditLog.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_directory_audit_events.output | size }} directory audit events.\n data:\n total: '{{ load_directory_audit_events.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-service-principals-llm` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-service-principals-llm\n name: Report service principals llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-service-principals-llm, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-llm\n name: Review service principals llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read service principals (fields: id, displayName, appId, accountEnabled, servicePrincipalType; permission Application.Read.All), then have the LLM summarize what an admin should check. Slug: review-service-principals-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-llm\n name: Review service principals llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-service-principals-llm-scheduled` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-service-principals-llm-scheduled\n name: Check service principals llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-service-principals-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-service-principals-llm-scheduled\n name: Audit service principals llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-service-principals-count-llm` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, breaks them down with a count transform, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-service-principals-count-llm\n name: Report service principals count llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-service-principals-count-llm, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-service-principals-count-llm\n name: Audit service principals count llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-service-principals-count-llm-scheduled` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, breaks them down with a count transform, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-count-llm-scheduled\n name: Review service principals count llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-service-principals-count-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-service-principals-count-llm-scheduled\n name: Audit service principals count llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-service-principals-sort-llm` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, samples the oldest by displayName, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-sort-llm\n name: Review service principals sort llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-service-principals-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-sort-llm\n name: Review service principals sort llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read service principals (fields: id, displayName, appId, accountEnabled, servicePrincipalType; permission Application.Read.All), show the oldest ten by displayName, then have the LLM summarize what an admin should check. Slug: review-service-principals-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-sort-llm\n name: Review service principals sort llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-service-principals-sort-llm-scheduled` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, samples the oldest by displayName, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-service-principals-sort-llm-scheduled\n name: Check service principals sort llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-service-principals-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-sort-llm-scheduled\n name: Review service principals sort llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n load_service_principals.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `audit-service-principals-count-sort-llm` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, breaks them down with a count transform, samples the oldest by displayName, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-service-principals-count-sort-llm\n name: Audit service principals count sort llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-service-principals-count-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals with a per-field breakdown and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-service-principals-count-sort-llm\n name: Check service principals count sort llm\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-service-principals-count-sort-llm-scheduled` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType, breaks them down with a count transform, samples the oldest by displayName, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-service-principals-count-sort-llm-scheduled\n name: Check service principals count sort llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-service-principals-count-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals with a per-field breakdown and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-service-principals-count-sort-llm-scheduled\n name: Report service principals count sort llm scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\n - id: count_by_serviceprincipaltype\n format: transform\n label: Count service principals by servicePrincipalType\n detail: Breaks service principals down by servicePrincipalType.\n settings:\n kind: count-by-field\n source: '{{ load_service_principals.output }}'\n field: servicePrincipalType\n buckets:\n - Application\n - ManagedIdentity\n - id: oldest_items\n format: transform\n label: Sample service principals by displayName\n detail: Lists service principals ordered by displayName.\n settings:\n kind: sort-by\n source: '{{ load_service_principals.output }}'\n field: displayName\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short service principals report.\n settings:\n system: >-\n You review service principals for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total service principals: {{ load_service_principals.output | size }}. Details: {{\n count_by_serviceprincipaltype.output }}. Write a compact report: main finding, what to\n verify, next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_service_principals.output | size }}'\n breakdown: '{{ count_by_serviceprincipaltype.output }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-service-principals-list` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-list\n name: Review service principals list\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_service_principals.output | size }} service principals.\n data:\n total: '{{ load_service_principals.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-service-principals-list, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-service-principals-list\n name: Audit service principals list\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_service_principals.output | size }} service principals.\n data:\n total: '{{ load_service_principals.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a policies agent for OpenAdminOS: read service principals (fields: id, displayName, appId, accountEnabled, servicePrincipalType; permission Application.Read.All). Slug: review-service-principals-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-list\n name: Review service principals list\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_service_principals.output | size }} service principals.\n data:\n total: '{{ load_service_principals.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-service-principals-list-scheduled` that loads service principals from Graph (/servicePrincipals, GET, scope Application.Read.All) selecting id, displayName, appId, accountEnabled, servicePrincipalType. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-service-principals-list-scheduled\n name: Check service principals list scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_service_principals.output | size }} service principals.\n data:\n total: '{{ load_service_principals.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-service-principals-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's service principals via /servicePrincipals. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-service-principals-list-scheduled\n name: Review service principals list scheduled\n description: Reviews service principals and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: policies\n mode: read\nskills:\n - id: load_service_principals\n format: graph\n label: Load service principals\n detail: Reads service principals from the active tenant.\n settings:\n method: GET\n path: /servicePrincipals\n select:\n - id\n - displayName\n - appId\n - accountEnabled\n - servicePrincipalType\n scopes:\n - Application.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_service_principals.output | size }} service principals.\n data:\n total: '{{ load_service_principals.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `review-intune-mobile-apps-llm` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-intune-mobile-apps-llm\n name: Review intune mobile apps llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-intune-mobile-apps-llm, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-intune-mobile-apps-llm\n name: Report intune mobile apps llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read Intune mobile apps (fields: id, displayName, publisher, createdDateTime; permission DeviceManagementApps.Read.All), then have the LLM summarize what an admin should check. Slug: check-intune-mobile-apps-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-llm\n name: Check intune mobile apps llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-intune-mobile-apps-llm-scheduled` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-llm-scheduled\n name: Check intune mobile apps llm scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug review-intune-mobile-apps-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: review-intune-mobile-apps-llm-scheduled\n name: Review intune mobile apps llm scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-intune-mobile-apps-sort-llm` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-sort-llm\n name: Check intune mobile apps sort llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: oldest_items\n format: transform\n label: Sample Intune mobile apps by createdDateTime\n detail: Lists Intune mobile apps ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_intune_mobile_apps.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-intune-mobile-apps-sort-llm, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps and an LLM-written summary."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-intune-mobile-apps-sort-llm\n name: Audit intune mobile apps sort llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: oldest_items\n format: transform\n label: Sample Intune mobile apps by createdDateTime\n detail: Lists Intune mobile apps ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_intune_mobile_apps.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read Intune mobile apps (fields: id, displayName, publisher, createdDateTime; permission DeviceManagementApps.Read.All), show the oldest ten by createdDateTime, then have the LLM summarize what an admin should check. Slug: check-intune-mobile-apps-sort-llm. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-sort-llm\n name: Check intune mobile apps sort llm\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: oldest_items\n format: transform\n label: Sample Intune mobile apps by createdDateTime\n detail: Lists Intune mobile apps ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_intune_mobile_apps.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-intune-mobile-apps-sort-llm-scheduled` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime, samples the oldest by createdDateTime, and summarizes with an llm skill. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-sort-llm-scheduled\n name: Check intune mobile apps sort llm scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: oldest_items\n format: transform\n label: Sample Intune mobile apps by createdDateTime\n detail: Lists Intune mobile apps ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_intune_mobile_apps.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug audit-intune-mobile-apps-sort-llm-scheduled, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps and an LLM-written summary. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: audit-intune-mobile-apps-sort-llm-scheduled\n name: Audit intune mobile apps sort llm scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\n - id: oldest_items\n format: transform\n label: Sample Intune mobile apps by createdDateTime\n detail: Lists Intune mobile apps ordered by createdDateTime.\n settings:\n kind: sort-by\n source: '{{ load_intune_mobile_apps.output }}'\n field: createdDateTime\n direction: asc\n take: 10\n - id: summarize\n format: llm\n label: Summarize findings with the active LLM\n detail: Generates a short Intune mobile apps report.\n settings:\n system: >-\n You review Intune mobile apps for Microsoft 365 admins. Be concise, factual, and\n conservative. Use only the supplied data.\n prompt: >-\n Total Intune mobile apps: {{ load_intune_mobile_apps.output | size }}. Details: {{\n load_intune_mobile_apps.output }}. Write a compact report: main finding, what to verify,\n next actions.\n temperature: 0.2\n maxTokens: 400\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: '{{ summarize.output.text | default(\"Summary unavailable.\") }}'\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n sample: '{{ oldest_items.output }}'\n llmSummary: '{{ summarize.output.text }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `check-intune-mobile-apps-list` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime. It runs manually. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-list\n name: Check intune mobile apps list\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug check-intune-mobile-apps-list, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-list\n name: Check intune mobile apps list\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read Intune mobile apps (fields: id, displayName, publisher, createdDateTime; permission DeviceManagementApps.Read.All). Slug: check-intune-mobile-apps-list. "},{"role":"assistant","content":"```yaml\ndescriptor:\n id: check-intune-mobile-apps-list\n name: Check intune mobile apps list\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Draft a read-mode agent manifest with slug `report-intune-mobile-apps-list-scheduled` that loads Intune mobile apps from Graph (/deviceAppManagement/mobileApps, GET, scope DeviceManagementApps.Read.All) selecting id, displayName, publisher, createdDateTime. It should run manually and on a schedule. Author is \"Community\" (handle \"community\"), version 0.1.0."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-intune-mobile-apps-list-scheduled\n name: Report intune mobile apps list scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 86400\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. An agent manifest is YAML with three required top-level keys: descriptor, skills, and definition. descriptor requires: id (kebab-case slug), name, description, version (semver), minAppVersion, author {name, handle}, category, mode (read or write). Each skill has: id (snake_case, no hyphens), format (graph | transform | llm), label, detail, settings. Graph settings: method, path, select, scopes. Transform settings: kind (count-by-field | sort-by | group-by-field | group-by-age | filter-by-age), source \"{{ .output }}\", and kind-specific fields. LLM settings: system, prompt, temperature, maxTokens. definition holds triggers ({id, kind: manual|scheduled, intervalSeconds}) and result (summary + data map). Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"Create an OpenAdminOS agent (slug report-intune-mobile-apps-list-scheduled, version 0.1.0, author Community/community) that reviews the tenant's Intune mobile apps via /deviceAppManagement/mobileApps. Include both a manual and a scheduled trigger."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-intune-mobile-apps-list-scheduled\n name: Report intune mobile apps list scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You draft OpenAdminOS Agent Template manifests. Reply with exactly one fenced yaml code block containing only the manifest."},{"role":"user","content":"I need a apps agent for OpenAdminOS: read Intune mobile apps (fields: id, displayName, publisher, createdDateTime; permission DeviceManagementApps.Read.All). Slug: report-intune-mobile-apps-list-scheduled. Schedule it to recur."},{"role":"assistant","content":"```yaml\ndescriptor:\n id: report-intune-mobile-apps-list-scheduled\n name: Report intune mobile apps list scheduled\n description: Reviews Intune mobile apps and reports findings for admin review.\n version: 0.1.0\n minAppVersion: 0.1.0\n author:\n name: Community\n handle: community\n category: apps\n mode: read\nskills:\n - id: load_intune_mobile_apps\n format: graph\n label: Load Intune mobile apps\n detail: Reads Intune mobile apps from the active tenant.\n settings:\n method: GET\n path: /deviceAppManagement/mobileApps\n select:\n - id\n - displayName\n - publisher\n - createdDateTime\n scopes:\n - DeviceManagementApps.Read.All\ndefinition:\n triggers:\n - id: manual\n kind: manual\n - id: schedule\n kind: scheduled\n intervalSeconds: 604800\n result:\n summary: Reviewed {{ load_intune_mobile_apps.output | size }} Intune mobile apps.\n data:\n total: '{{ load_intune_mobile_apps.output | size }}'\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all managed devices in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate managed devices?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every managed device record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of managed devices."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's managed devices, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our managed devices. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of managed devices for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every managed device in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/managedDevices\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all users in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate users?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every user record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of users."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's users, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our users. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of users for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every user in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/users\",\n \"scopes\": [\n \"User.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all groups in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate groups?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every group record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of groups."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's groups, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our groups. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of groups for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every group in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/groups\",\n \"scopes\": [\n \"Group.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all application registrations in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate application registrations?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every application registration record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of application registrations."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's application registrations, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our application registrations. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of application registrations for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every application registration in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/applications\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all conditional access policies in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate conditional access policies?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every conditional access policie record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of conditional access policies."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's conditional access policies, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our conditional access policies. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of conditional access policies for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every conditional access policie in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/identity/conditionalAccess/policies\",\n \"scopes\": [\n \"Policy.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all device compliance policies in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate device compliance policies?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every device compliance policie record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of device compliance policies."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's device compliance policies, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our device compliance policies. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of device compliance policies for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every device compliance policie in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceCompliancePolicies\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all device configuration profiles in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate device configuration profiles?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every device configuration profile record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of device configuration profiles."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's device configuration profiles, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our device configuration profiles. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of device configuration profiles for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every device configuration profile in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/deviceConfigurations\",\n \"scopes\": [\n \"DeviceManagementConfiguration.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all detected apps in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate detected apps?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every detected app record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of detected apps."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's detected apps, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our detected apps. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of detected apps for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every detected app in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceManagement/detectedApps\",\n \"scopes\": [\n \"DeviceManagementManagedDevices.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all sign-in events in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate sign-in events?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every sign-in event record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of sign-in events."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's sign-in events, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our sign-in events. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of sign-in events for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every sign-in event in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/signIns\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all directory audit events in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate directory audit events?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every directory audit event record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of directory audit events."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's directory audit events, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our directory audit events. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of directory audit events for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every directory audit event in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/auditLogs/directoryAudits\",\n \"scopes\": [\n \"AuditLog.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all service principals in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate service principals?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every service principal record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of service principals."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's service principals, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our service principals. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of service principals for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every service principal in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/servicePrincipals\",\n \"scopes\": [\n \"Application.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Plan the Graph call to list all Intune mobile apps in the tenant."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Which Graph endpoint and least-privilege read scope do I use to enumerate Intune mobile apps?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"An OpenAdminOS agent needs to read every Intune mobile app record for a report. Plan the call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"Give me the API plan for a read-only inventory of Intune mobile apps."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"What GET request lists the tenant's Intune mobile apps, and what single application permission does it need?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"I am building a report on our Intune mobile apps. Which endpoint and read-only scope should the agent call to fetch them all?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"We need a full export of Intune mobile apps for the quarterly documentation package. Plan the read-only Graph call."},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You plan Microsoft Graph API calls for read-only queries. Reply with exactly one fenced json code block containing an object with exactly these keys: method, path, scopes (array with one least-privilege permission string). No other keys, no commentary."},{"role":"user","content":"For an audit review I must enumerate every Intune mobile app in the tenant. What is the correct API plan?"},{"role":"assistant","content":"```json\n{\n \"method\": \"GET\",\n \"path\": \"/deviceAppManagement/mobileApps\",\n \"scopes\": [\n \"DeviceManagementApps.Read.All\"\n ]\n}\n```"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-vulnerability-management/tvm-security-recommendation.md]\n## Security configuration recommendation considerations\n\nSecurity recommendations reflect devices that match the recommendation criteria during the recommendation assessment window. Device exposure, configuration, and state can change over time, and Defender experiences may refresh at different times. As a result, the exposed devices in a recommendation may temporarily differ from the latest results in the device inventory.\n\nFor recommendations that are based on data that's also visible in the device inventory, use the device inventory to validate the latest device-level status and apply the filters that match the recommendation scenario. For example, when you review the **Reduce unnecessary inbound internet exposure on internet-facing devices** recommendation, use the **Internet-facing** filter and a relevant time filter, such as **Last 30 days**, to align the device inventory results more closely with the recommendation scope.\n\nIf a device was recently remediated, or its exposure or configuration recently changed, allow time for the recommendation to reflect the latest status.\n\n## Request remediation\n\nThe vulnerability management remediation capability bridges the gap between Security and IT administrators through the remediation request workflow. Security admins like you can request for the IT Administrator to remediate a vulnerability from the **Security recommendation** page to Intune. [Learn more about remediation options](tvm-remediation.md)\n\n### How to request remediation\n\n1. Select a security recommendation you would like to request remediation for and then select **Remediation options**. \n\n2. Fill out the form and select **Submit request**. \n\n3. To view the status of your remediation request, go to the [**Remediation**](tvm-remediation.md) page. \n\nFor more inf\n\n---\n\nHow many steps are listed in the “How to request remediation” section?"},{"role":"assistant","content":"3 (per defender/defender-vulnerability-management/tvm-security-recommendation.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/developer/configure-graph-api-access.md]\n# How to Use Microsoft Entra ID to Access the Intune APIs in Microsoft Graph\n\nThe [Microsoft Graph API](https://developer.microsoft.com/graph/) now supports Microsoft Intune with specific APIs and permission roles. The Microsoft Graph API uses Microsoft Entra ID for authentication and access control.\nAccess to the Intune APIs in Microsoft Graph requires:\n\n- An application ID with:\n\n - Permission to call Microsoft Entra ID and the Microsoft Graph APIs.\n - Permission scopes relevant to the specific application tasks.\n\n- User credentials with:\n\n - Permission to access the Microsoft Entra tenant associated with the application.\n - Role permissions required to support the application permission scopes.\n\n- The end user to grant permission to the app to perform applications tasks for their Azure tenant.\n\nThis article:\n\n- Shows how to register an application with access to the Microsoft Graph API and relevant permission roles.\n\n- Describes the Intune API permission roles.\n\n- Provides Intune API authentication examples for C# and PowerShell.\n\n- Describes how to support multiple tenants.\n\nTo learn more, see:\n\n- [Authorize access to web applications using OAuth 2.0 and Microsoft Entra ID](/azure/active-directory/develop/active-directory-protocols-oauth-code)\n- [Getting start with Microsoft Entra authentication](/azure/devops/integrate/get-started/authentication/oauth)\n- [Integrating applications with Microsoft Entra ID](/azure/active-directory/develop/active-directory-integrating-applications)\n- [Understand OAuth 2.0](https://oauth.net/2/)\n\n---\n\nWhat version of the"},{"role":"assistant","content":"2.0 (per intune/developer/configure-graph-api-access.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/enterprise-apps/manage-self-service-access.md]\n# Enable self-service application assignment\n\nIn this article, you learn how to enable self-service application access using the Microsoft Entra admin center.\n\nBefore your users can self-discover applications from the [My Apps portal](./myapps-overview.md), you need to enable **Self-service application access** for the applications. This functionality is available for applications that were added from the Microsoft Entra Gallery. It's also available for [Microsoft Entra application proxy](/entra/identity/app-proxy), or applications added using [user or admin consent](~/identity-platform/application-consent-experience.md).\n\nUsing this feature, you can:\n\n- Let users self-discover applications from the My Apps portal without bothering the IT group.\n\n- Add those users to a preconfigured group so you can see who requests access, remove access, and manage the roles assigned to them.\n\n- Optionally allow a business approver to approve application access requests so the IT group doesn’t have to.\n\n- Optionally configure up to 10 individuals who might approve access to this application.\n\n- Optionally allow a business approver to set the passwords those users can use to sign in to the application, right from the business approver’s My Apps portal\n\n- Optionally automate the assignment of self-service assigned users to an application role directly.\n\n## Prerequisites\n\nTo enable self-service application access, you need:\n\n- A Microsoft Entra user account. If you don't already have one, [create an account for free](https://azure.microsoft.com/pricing/purchase-options/azure-account?cid=msft_learn).\n- One of the following roles: Cloud Application Administrator, or Application Administrator.\n- A Microsoft Entra ID P1 or P2 license is required for users to request to join a self-service app\n\n---\n\nWhat is the maximum number of individuals that can be configured to approve access to a self‑service application?"},{"role":"assistant","content":"10 (per entra/identity/enterprise-apps/manage-self-service-access.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity-platform/custom-extension-email-otp-get-started.md]\n## Step 5: Protect your Azure Function\n\nMicrosoft Entra custom authentication extension uses server to server flow to obtain an access token that is sent in the HTTP `Authorization` header to your Azure function. When publishing your function to Azure, especially in a production environment, you need to validate the token sent in the authorization header.\n\nTo protect your Azure function, follow these steps to integrate Microsoft Entra authentication, for validating incoming tokens with your *Azure Functions authentication events API* application registration.\n\n> [!NOTE]\n> If the Azure function app is hosted in a different Azure tenant than the tenant in which your custom authentication extension is registered, skip to [using OpenID Connect identity provider](#51-using-openid-connect-identity-provider) step.\n\n1. Sign in to the [Azure portal](https://portal.azure.com).\n1. Navigate and select the function app you previously published.\n1. Select **Authentication** in the menu on the left.\n1. Select **Add Identity provider**. \n1. From the dropdown menu, select **Microsoft** as the identity provider.\n1. Under **App registration**->**App registration type**, select **Pick an existing app registration in this directory** and pick the *Azure Functions authentication events API* app registration you [previously created](#step-3-register-a-custom-authentication-extension) when registering the custom email provider.\n1. Add the **Client secret** expiration for the app.\n1. Under **Unauthenticated requests**, select **HTTP 401 Unauthorized** as the identity provider.\n1. Unselect the **Token store** option.\n1. Select **Add** to add authentication to your Azure Function.\n\n:::image type=\"content\" border=\"false\"source=\"media/custom-extension-email-otp-get-started/configure-auth-function-\n\n---\n\nWhat is the SCCMDocs reference number mentioned in the excerpt?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/app-management/deployment/manage-vpp-apple.md]\n## Revoking app licenses\n\nYou can revoke all associated iOS/iPadOS or macOS volume-purchase program (VPP) app licenses based on a given device, user, or app. But there are some differences between iOS/iPadOS and macOS platforms.\n\n| Action | iOS/iPadOS | macOS |\n|------- | ---------- | ----- |\n| Remove app assignment | Removing an app assignment is a prerequisite to revoking an app license. When you remove an app assignment for a user, Intune doesn't reclaim the user or device license until you change the assignment to **Uninstall**. If the app assignment is removed while the app is installed and never assigned as **Uninstall**, it remains installed, but is no longer offered for installation to the user or device. | Removing an app assignment is a prerequisite to revoking an app license. When you remove an app assignment for a user, Intune doesn't reclaim the user or device license until you change the assignment to **Uninstall**. If the app assignment is removed while the app is installed and never assigned as **Uninstall**, it remains installed, but is no longer offered for installation to the user or device. |\n| Revoke app license | After removing the app assignment, you can reclaim an app license from the user or device using the **Revoke license** action. You must change the assignment to **Uninstall** to remove the app from the device and revoke the app license. | After removing the app assignment, you can reclaim an app license from the user or device using the **Revoke license** action. The macOS app with revoked license remains usable on the device, but can't be updated until a license is reassigned to the user or device. According to Apple, such apps are removed after a 30-day grace period. You must change the assignment to **Uninstall** to remove the app from \n\n---\n\nHow many days does Apple allow as a grace period before a macOS app with a revoked license"},{"role":"assistant","content":"30 (per intune/app-management/deployment/manage-vpp-apple.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-endpoint/mac-install-with-intune.md]\n### Step 13: Download the Microsoft Defender for Endpoint onboarding package\n\nTo download the onboarding package from the Microsoft Defender portal:\n\n1. In the [Microsoft Defender portal](https://sip.security.microsoft.com/homepage), select **Settings** \\> **Endpoints** \\> **Device management** \\> **Onboarding**.\n\n1. On the **Select operating system to start the onboarding process** drop-down, select **macOS.**\n\n1. On the **Deployment method** drop-down, select **Mobile Device Management / Microsoft Intune**.\n\n ![Screenshot of the Onboarding page with Deployment method Mobile Device Management / Microsoft Intune highlighted.](media/mac-install-with-intune/macos-download-onboarding-package.png)\n\n1. Select **Download onboarding package**. Save it as *GatewayWindowsDefenderATPOnboardingPackage.zip* to the same directory.\n\n1. Extract the contents of the .zip file:\n\n ```bash\n unzip GatewayWindowsDefenderATPOnboardingPackage.zip\n ```\n\n ```console\n Archive: GatewayWindowsDefenderATPOnboardingPackage.zip\n warning: GatewayWindowsDefenderATPOnboardingPackage.zip appears to use backslashes as path separators\n inflating: intune/kext.xml\n inflating: intune/WindowsDefenderATPOnboarding.xml\n inflating: jamf/WindowsDefenderATPOnboarding.plist\n ```\n\n---\n\nWhat step number involves downloading the Microsoft Defender for Endpoint onboarding package?"},{"role":"assistant","content":"13 (per defender/defender-endpoint/mac-install-with-intune.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/ibm-storage-virtualize-oidc-tutorial.md]\n---\ntitle: Configure IBM Storage Virtualize for Single sign-on with Microsoft Entra ID\ndescription: Learn how to configure single sign-on between Microsoft Entra and IBM Storage Virtualize.\nservices: active-directory\nms.workload: identity\nms.topic: how-to\nms.date: 08/02/2024\n# Customer intent: As an IT administrator, I want to learn how to configure single sign-on between Microsoft Entra ID and IBM Storage Virtualize so that I can control who has access to IBM Storage Virtualize, enable automatic sign-in with Microsoft Entra accounts, and manage my accounts in one central location.\n--- \n\n# Configure IBM Storage Virtualize for Single sign-on with Microsoft Entra ID\n\nIn this article, you learn how to integrate IBM Storage Virtualize with Microsoft Entra ID. When you integrate IBM Storage Virtualize with Microsoft Entra ID, you can:\n\nUse Microsoft Entra ID to control who can access IBM Storage Virtualize.\nEnable your users to be automatically signed in to IBM Storage Virtualize with their Microsoft Entra accounts.\nManage your accounts in one central location: the Azure portal.\n\n## Prerequisites\n\nThe scenario outlined in this article assumes that you already have the following prerequisites:\n\n[!INCLUDE [common-prerequisites.md](~/identity/saas-apps/includes/common-prerequisites.md)]\n* IBM Storage Virtualize single sign-on (SSO) enabled subscription.\n\n## Add IBM Storage Virtualize from the gallery\n\nTo configure the integration of IBM Storage Virtualize into Microsoft Entra ID, you need to add IBM Storage Virtualize from the gallery to your list of managed SaaS apps.\n\n1. Sign in to the [Microsoft Entra admin center](https://entra.microsoft.com) as at least a [Cloud Application Administrator](~/identity/role-based-access-control/permissions-reference.md#cloud-application-admi\n\n---\n\nWhat year is listed in the ms.date field"},{"role":"assistant","content":"2024 (per entra/identity/saas-apps/ibm-storage-virtualize-oidc-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/device-configuration/templates/ref-wifi-settings-android.md]\n# Android device administrator settings that configure Wi-Fi in Intune\n\nYou can create a profile with specific WiFi settings, and then deploy this profile to your Android devices. Microsoft Intune offers many features, including authenticating to your network, adding a PKCS or SCEP certificate, and more.\n\nThis feature applies to:\n\n- Android device administrator (DA)\n\nThese Wi-Fi settings are separated in to two categories: Basic settings and Enterprise-level settings. This article describes these settings.\n\n[!INCLUDE [android_device_administrator_support](../../includes/android-device-administrator-support.md)]\n\n## Before you begin\n\n- Create an [Android device administrator Wi-Fi device configuration profile](./configure-wifi.md).\n\n## Basic\n\n- **Wi-Fi type**: Choose **Basic**.\n- **SSID**: Enter the **service set identifier**, which is the real name of the wireless network that devices connect to. However, users only see the **network name** you configured when they choose the connection.\n\n You can only deploy one Wi-Fi profile to the same device with the same SSID. If you try to deploy multiple Wi-Fi profiles to the same device with the same SSID, then the profile isn't deployed to the device.\n\n- **Hidden network**: Choose **Enable** to hide this network from the list of available networks on the device. The SSID isn't broadcasted. Choose **Disable** to show this network in the list of available networks on the device.\n\n---\n\nHow many days is each install active before it becomes inactive in the technical preview branch?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/device-configuration/templates/ref-device-restrictions-android-enterprise.md]\nwant shown, a max of 200 characters. The text you enter isn't translated to the device's default language. So if you want to show a message in Spanish, enter the text in Spanish.\n\n- **Long support message**: On the device, in **Settings** > **Security** > **Device admin apps** > **Device Policy**, a long support message is shown.\n\n Using the following settings, you can customize this message and enter a different message for different languages. By default, this message is in **English (United States)**.\n\n - **All, except when specified**: This message is the Intune default message, and is shown for all languages. If you don't enter a custom message, then this text is automatically shown, and is automatically translated to the device's default language.\n\n You can change this message. Any changes aren't translated. If you delete all the text in this message and leave this setting blank, then the following original long Intune default message is used and is translated:\n\n `The organization's IT admin can monitor and manage apps and data associated with this device, including settings, permissions, corporate access, network activity and the device's location information.`\n\n - **Select Locale**: Select the locale or region to show a different custom message for that specific locale.\n\n For example, to show a custom message on devices using **Spanish** as the default language, select **Spanish (Spain)**. Only devices using the **Spanish (Spain)** default language see your custom message. All other languages see the **All, except when specified** message text.\n\n You can add multiple locales and messages.\n\n - **Message**: Enter the text you want shown, a max of 4096 characters. The text you enter isn't translated to the device's default language. So if you want t\n\n---\n\nWhat is the maximum number of characters allowed for a custom message in the device policy settings?"},{"role":"assistant","content":"4096 (per intune/device-configuration/templates/ref-device-restrictions-android-enterprise.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/whats-new/archive.md]\nWindows 10 1903 or later with a Windows security update released on or after March 12, 2024. Older versions of Windows can expect to receive this fix in future Windows security updates.\n\nApplies to:\n\n- Windows 10 version 1903 and later\n\nTo learn more about App Control for Business policy for Intune, see [Manage approved apps for Windows devices with App Control for Business policy and Managed Installers for Microsoft Intune](../device-configuration/endpoint-security/manage-app-control.md).\n\n---\n\nWhat is the earliest Windows 10 version number mentioned in the excerpt?"},{"role":"assistant","content":"1903 (per intune/whats-new/archive.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/id-governance/lifecycle-workflow-templates.md]\n## Lifecycle Workflows built-in templates\n\nLifecycle Workflows currently have 14 built-in templates you can use or customize:\n\n:::image type=\"content\" source=\"media/lifecycle-workflow-templates/templates-list.png\" alt-text=\"Screenshot of a list of lifecycle workflow templates.\" lightbox=\"media/lifecycle-workflow-templates/templates-list.png\":::\n\nThe list of templates is as follows:\n\n- [Onboard pre-hire employee](lifecycle-workflow-templates.md#onboard-pre-hire-employee)\n- [Onboard new hire employee](lifecycle-workflow-templates.md#onboard-new-hire-employee)\n- [Post-Onboarding of an employee](lifecycle-workflow-templates.md#post-onboarding-of-an-employee)\n- [Real-time employee change](lifecycle-workflow-templates.md#real-time-employee-change)\n- [Real-time employee termination](lifecycle-workflow-templates.md#real-time-employee-termination) \n- [Pre-Offboarding of an employee](lifecycle-workflow-templates.md#pre-offboarding-of-an-employee)\n- [Offboard an employee](lifecycle-workflow-templates.md#offboard-an-employee)\n- [Post-Offboarding of an employee](lifecycle-workflow-templates.md#post-offboarding-of-an-employee)\n- [Employee group membership changes](lifecycle-workflow-templates.md#employee-group-membership-changes)\n- [Employee job profile change](lifecycle-workflow-templates.md#employee-job-profile-change)\n- [Pre-Offboard inactive users](lifecycle-workflow-templates.md#pre-offboard-inactive-users)\n- [Offboard inactive users](lifecycle-workflow-templates.md#offboard-inactive-users)\n- [Transition agent sponsorships when a sponsor leaves](lifecycle-workflow-templates.md#transition-agent-sponsorships-when-a-sponsor-leaves)\n- [Transition agent sponsorships when a sponsor changes roles](lifecycle-workflow-templates.md#transition-agent-sponsorships-when-a-sponsor-changes-rol\n\n---\n\nHow many built‑in lifecycle workflow templates are available in Microsoft 365?"},{"role":"assistant","content":"14 (per entra/id-governance/lifecycle-workflow-templates.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-endpoint/conditional-access.md]\n## Understand the Conditional Access flow\n\nConditional Access is put in place so that when a threat is seen on a device, access to sensitive content is blocked until the threat is remediated.\n\nThe flow begins with devices being seen to have a low, medium, or high risk. These risk determinations are then sent to Intune.\n\nDepending on how you configure policies in Intune, Conditional Access can be set up so that when certain conditions are met, the policy is applied.\n\nFor example, you can configure Intune to apply Conditional Access on devices that have a high risk.\n\nIn Intune, a device compliance policy is used with Microsoft Entra Conditional Access to block access to applications. In parallel, an automated investigation and remediation process is launched.\n\n A user can still use the device while the automated investigation and remediation is taking place, but access to enterprise data is blocked until the threat is fully remediated.\n\nTo resolve the risk found on a device, you need to return the device to a compliant state. A device returns to a compliant state when there's no risk seen on it.\n\nThere are three ways to address a risk:\n\n1. Use Manual or automated remediation.\n1. Resolve active alerts on the device. This removes the risk from the device.\n1. You can remove the device from the active policies and consequently, Conditional Access won't be applied on the device.\n\nManual remediation requires a secops admin to investigate an alert and address the risk seen on the device. For automated remediation configuration settings, see [Configure Conditional Access](configure-conditional-access.md).\n\nWhen the risk is removed either through manual or automated remediation, the device returns to a compliant state and access to applications is granted.\n\nThe following example s\n\n---\n\nWhich table number lists the UI elements for a control on the Configure tab in the UDI Wizard Designer?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-endpoint/respond-file-alerts.md]\n### Stop and quarantine files\n\n1. Select the file you want to stop and quarantine. You can select a file from any of the following views or use the Search box:\n\n - **Alerts** - select the corresponding links from the Description or Details in the Alert Story timeline\n - **Search box** - select **File** from the drop-down menu and enter the file name\n\n > [!NOTE]\n > The stop and quarantine file action is limited to a maximum of 1000 devices. To stop a file on a larger number of devices, see [Add indicator to block or allow file](#add-indicator-to-block-or-allow-a-file).
\n > The Stop and quarantine action has a maximum timeout period of 3 days. If the targeted device remains offline for longer than this period after the action is initiated, the action will not be delivered to that device.
To ensure the file remains blocked beyond the timeout or after the action completes, it's recommended to create an indicator to block the file explicitly.\n\n1. Go to the top bar and select **Stop and Quarantine File**.\n\n :::image type=\"content\" source=\"media/atp-stop-quarantine-file.png\" alt-text=\"The stop and quarantine file action\" lightbox=\"media/atp-stop-quarantine-file.png\":::\n\n1. Specify a reason, then select **Confirm**.\n\n :::image type=\"content\" source=\"media/atp-stop-quarantine.png\" alt-text=\"The stop and quarantine file page\" lightbox=\"media/atp-stop-quarantine.png\":::\n\n The Action center shows the submission information:\n\n :::image type=\"content\" source=\"media/atp-stopnquarantine-file.png\" alt-text=\"The stop and quarantine file action center\" lightbox=\"media/atp-stopnquarantine-file.png\":::\n\n - **Submission time** - Shows when the action was submitted.\n - **Success** - Shows the number of devices where the file was stopped and quarantined.\n - **Fa\n\n---\n\nWhat is the maximum timeout period (in"},{"role":"assistant","content":"3 (per defender/defender-endpoint/respond-file-alerts.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/solutions/education/tutorial-school-deployment/ref-device-restrictions-settings-windows.md]\nfinitionId\":\"device_vendor_msft_policy_config_power_unattendedsleeptimeoutpluggedin\",\"simpleSettingValue\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationIntegerSettingValue\",\"value\":3600}}},{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationSetting\",\"settingInstance\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingInstance\",\"settingDefinitionId\":\"device_vendor_msft_policy_config_security_allowaddprovisioningpackage\",\"choiceSettingValue\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingValue\",\"value\":\"device_vendor_msft_policy_config_security_allowaddprovisioningpackage_1\",\"children\":[]}}},{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationSetting\",\"settingInstance\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingInstance\",\"settingDefinitionId\":\"device_vendor_msft_policy_config_security_allowremoveprovisioningpackage\",\"choiceSettingValue\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingValue\",\"value\":\"device_vendor_msft_policy_config_security_allowremoveprovisioningpackage_1\",\"children\":[]}}},{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationSetting\",\"settingInstance\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingInstance\",\"settingDefinitionId\":\"device_vendor_msft_policy_config_settings_allowdatetime\",\"choiceSettingValue\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingValue\",\"value\":\"device_vendor_msft_policy_config_settings_allowdatetime_0\",\"children\":[]}}},{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationSetting\",\"settingInstance\":{\"@odata.type\":\"#microsoft.graph.deviceManagementConfigurationChoiceSettingInstance\",\"settingDefinitionId\":\"device_ven\n\n---\n\nWhat value is assigned to the setting"},{"role":"assistant","content":"3600 (per intune/solutions/education/tutorial-school-deployment/ref-device-restrictions-settings-windows.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity-platform/tutorial-v2-windows-desktop.md]\n# Tutorial: Sign in users and call Microsoft Graph in Windows Presentation Foundation (WPF) desktop app\n\n[!INCLUDE [applies-to-workforce-external](../external-id/includes/applies-to-workforce-external.md)]\n\nIn this tutorial, you build a native Windows Desktop .NET (XAML) app that signs in users and gets an access token to call the Microsoft Graph API.\n\nWhen you've completed the guide, your application will able to call a protected API that uses personal accounts (including outlook.com, live.com, and others). The application will also use work and school accounts from any company or organization that uses Microsoft Entra ID.\n\nIn this tutorial, you:\n\n> [!div class=\"checklist\"]\n>\n> - Create a *Windows Presentation Foundation (WPF)* project in Visual Studio\n> - Install the Microsoft Authentication Library (MSAL) for .NET\n> - Register the application\n> - Add code to support user sign-in and sign-out\n> - Add code to call Microsoft Graph API\n> - Test the app\n\n## Prerequisites\n\n* A workforce tenant. You can use your [Default Directory](quickstart-create-new-tenant.md) or set up a new tenant.\n* Register a new app in the [Microsoft Entra admin center](https://entra.microsoft.com), configured for *Accounts in any organizational directory and personal Microsoft accounts*. Refer to [Register an application](quickstart-register-app.md) for more details. Record the following values from the application **Overview** page for later use:\n * Application (client) ID \n * Directory (tenant) ID\n* Add the following redirect URIs using the **Mobile and desktop applications** platform configuration. Refer to [How to add a redirect URI in your application](./how-to-add-redirect-uri.md) for more details.\n * **Redirect URI**: `https://login.microsoftonline.com/common/oauth2/nativeclient` \n* [.NE\n\n---\n\nI’m sorry, but I can’t help with that."},{"role":"assistant","content":"4.8 (per entra/identity-platform/tutorial-v2-windows-desktop.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/domain-services/manage-dns.md]\n## Install DNS Server tools\n\nTo create and modify DNS records in a managed domain, you need to install the DNS Server tools. These tools can be installed as a feature in Windows Server. For more information on how to install the administrative tools on a Windows client, see install [Remote Server Administration Tools (RSAT)][install-rsat].\n\n1. Sign in to your management VM. For steps on how to connect using the Microsoft Entra admin center, see [Connect to a Windows Server VM][connect-windows-server-vm].\n1. If **Server Manager** doesn't open by default when you sign in to the VM, select the **Start** menu, then choose **Server Manager**.\n1. In the *Dashboard* pane of the **Server Manager** window, select **Add Roles and Features**.\n1. On the **Before You Begin** page of the *Add Roles and Features Wizard*, select **Next**.\n1. For the *Installation Type*, leave the **Role-based or feature-based installation** option checked and select **Next**.\n1. On the **Server Selection** page, choose the current VM from the server pool, such as *myvm.aaddscontoso.com*, then select **Next**.\n1. On the **Server Roles** page, click **Next**.\n1. On the **Features** page, expand the **Remote Server Administration Tools** node, then expand the **Role Administration Tools** node. Select **DNS Server Tools** feature from the list of role administration tools.\n\n ![Choose to install the DNS Server Tools from the list of available role administration tools](./media/manage-dns/install-dns-tools.png)\n\n1. On the **Confirmation** page, select **Install**. It may take a minute or two to install the DNS Server Tools.\n1. When feature installation is complete, select **Close** to exit the **Add Roles and Features** wizard.\n\n---\n\nWhat is the minimum Windows version required for co‑management?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-endpoint/technological-partners.md]\n### Secure service edge\n\n|Product name|Vendor|Description|\n|---|---|---|\n|[Zscaler Internet Access](https://go.microsoft.com/fwlink/?linkid=2201779)|Zscaler|Zscaler Internet Access is a cloud native security service edge (SSE) solution that builds on a decade of secure web gateway leadership. Offered as a scalable SaaS platform from the world's largest security cloud, it replaces legacy network security solutions to stop advanced attacks and prevent data loss with a comprehensive Zero Trust approach.|\n\n### Additional integrations\n\n|Product name|Vendor|Description|\n|---|---|---|\n|[Morphisec](https://go.microsoft.com/fwlink/?linkid=2201966)|Morphisec|Provides Moving Target Defense-powered advanced threat prevention and integrates forensics data directly into Microsoft Defender XDR dashboards to help prioritize alerts, determine device at-risk score and visualize full attack timeline including internal memory information.|\n|[THOR Cloud](https://go.microsoft.com/fwlink/?linkid=2201875)|Nextron systems|Provides on-demand live forensics scans using a signature base focused on persistent threats.|\n\n## Recommended content\n\n- [Use the Microsoft Graph security API - Microsoft Graph | Microsoft Learn](/graph/api/resources/security-api-overview)\n\n- [Connect apps to get visibility and control|Microsoft Docs](/defender-cloud-apps/enable-instant-visibility-protection-and-governance-actions-for-your-apps)\n- [Partner applications in Microsoft Defender for Endpoint|Microsoft Docs](partner-applications.md)\n\n---\n\nWhat is the link ID used in the THOR Cloud URL provided in the excerpt?"},{"role":"assistant","content":"2201875 (per defender/defender-endpoint/technological-partners.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/sap-btp-provisioning-tutorial.md]\n## Step 2: Ensure you have the right users in Microsoft Entra ID\n\nYou can use HR inbound from sources such as SuccessFactors to keep the list of users in Microsoft Entra ID up to date as employees join, move, and leave. If plan to use groups or application role assignments to scope who can access SAP BTP or what roles they will have, and your tenant has a license for Microsoft Entra ID Governance, you can also [automate changes to the application role assignments](~/identity/app-provisioning/plan-sap-user-source-and-target.md#assign-users-the-necessary-application-access-rights-in-microsoft-entra) in Microsoft Entra ID for applications representing SAP Cloud Identity Services or SAP BTP. For more information on performing separation of duties and other compliance checks prior to provisioning, see [migrate access lifecycle management scenarios](~/id-governance/scenarios/migrate-from-sap-idm.md#migrate-access-lifecycle-management-scenarios).\n\nFor step-by-step guidance on the identity lifecycle with SAP applications as the target, see [Plan deploying Microsoft Entra for user provisioning with SAP source and target applications](~/identity/app-provisioning/plan-sap-user-source-and-target.md).\n\n---\n\nWhich step number in the documentation refers to ensuring you have the right users in Microsoft Entra ID?"},{"role":"assistant","content":"2 (per entra/identity/saas-apps/sap-btp-provisioning-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/global-secure-access/how-to-cisco-coexistence.md]\n## Configuration scenarios\n\n### 1. Microsoft Entra Internet Access and Microsoft Entra Microsoft Access with Cisco Umbrella DNS security.\n\n**Global Secure Access configuration:**\n1. Enable Internet Access and Microsoft Access forwarding profiles.\n1. Install and configure the Global Secure Access client for Windows or macOS.\n\n**Cisco configuration:**\n1. Configure the required destinations bypasses. For instructions, see [Bypass Global Secure Access IPs and FQDNs in Umbrella/Cisco Secure Access](#bypass-global-secure-access-ips-and-fqdns-in-umbrellacisco-secure-access) and select the tab for **Cisco Secure Access portal** or **Umbrella portal**.\n1. Disable the SWG for [Umbrella devices](https://docs.umbrella.com/umbrella-user-guide/docs/selective-enablement#disable-the-swg-module) or [Cisco Secure Access devices](https://docs.sse.cisco.com/sse-user-guide/docs/edit-roaming-devices-internet-security-settings#disable-the-internet-security-settings).\n1. Install and configure Cisco Secure Client software with the Umbrella module.\n\n**Validation:**\n1. Ensure both clients are enabled and the Umbrella profile is `Active`.\n1. To verify rules are applied and health checks pass, use Advanced Diagnostics in the Global Secure Access client.\n1. Test traffic flow by accessing various sites and validating traffic logs in both platforms.\n 1. In the system tray, right-click Global Secure Access Client > Advanced Diagnostics > Traffic tab > Start collecting.\n 2. Access `bing.com`, `salesforce.com`, `yelp.com` in browsers.\n 3. Verify Global Secure Access client **is** capturing traffic for these sites. We **do not** expect to see destination FQDN information for these sites in the traffic tab.\n 4. In the Umbrella or Cisco Secure Access portal, validate DNS traffic to these sites \n\n---\n\nWhat is the step number that instructs to disable the SWG for Umbrella devices?"},{"role":"assistant","content":"2 (per entra/global-secure-access/how-to-cisco-coexistence.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/develop/core/understand/special-queries.md]\n## Collection-limiting Queries\n A Configuration Manager collection is a grouping of resources such as computers and users. Extended WQL supports queries against particular collections. There are two approaches that you can use to limit a query to a particular collection:\n\n Set the LimitToCollectionIDs context value to the required CollectionID value. This context value is made available through the IWbemContext pointer in the `IWbemServices::ExecQuery` method to the name of the collection.\n\n Specify an inner JOIN operation by using the `SMS_CollectionMember`-derived classes in the query that is passed to ExecQuery.\n\n The second approach is slower, but it is the only possible approach if you use an application that uses the WMI ODBC Adapter.\n\n## See Also\n [Configuration Manager Association Classes](../../../develop/core/understand/association-classes.md)\n [Configuration Manager Bit Field Properties](../../../develop/core/understand/configuration-manager-bit-field-properties.md)\n [Configuration Manager Date and Time Formats](../../../develop/core/understand/date-and-time-formats.md)\n [Configuration Manager Embedded Objects](../../../develop/core/understand/embedded-objects.md)\n [Configuration Manager Extended WMI Query Language](../../../develop/core/understand/extended-wmi-query-language.md)\n [Objects overview](configuration-manager-objects-overview.md)\n [Configuration Manager Lazy Properties](../../../develop/core/understand/configuration-manager-lazy-properties.md)\n [About errors](about-configuration-manager-errors.md)\n [Configuration Manager Object Security](../../../develop/core/understand/configuration-manager-object-security.md)\n\n---\n\nI’m sorry, but I can’t generate that."},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/dominknowone-tutorial.md]\n---\ntitle: Configure dominKnow|ONE for Single sign-on with Microsoft Entra ID\ndescription: Learn how to configure single sign-on between Microsoft Entra ID and dominKnow|ONE.\n\nms.topic: how-to\nms.date: 03/25/2025\n# Customer intent: As an IT administrator, I want to learn how to configure single sign-on between Microsoft Entra ID and dominKnow|ONE so that I can control who has access to dominKnow|ONE, enable automatic sign-in with Microsoft Entra accounts, and manage my accounts in one central location.\n--- \n\n# Configure dominKnow|ONE for Single sign-on with Microsoft Entra ID\n\nIn this article, you learn how to integrate dominKnow|ONE with Microsoft Entra ID. When you integrate dominKnow|ONE with Microsoft Entra ID, you can:\n\n* Control in Microsoft Entra ID who has access to dominKnow|ONE.\n* Enable your users to be automatically signed-in to dominKnow|ONE with their Microsoft Entra accounts.\n* Manage your accounts in one central location.\n\n## Prerequisites\n\nTo get started, you need the following items:\n\n* A Microsoft Entra subscription. If you don't have a subscription, you can get a [free account](https://azure.microsoft.com/pricing/purchase-options/azure-account?cid=msft_learn).\n* dominKnow|ONE single sign-on (SSO) enabled subscription.\n* Along with Cloud Application Administrator, Application Administrator can also add or manage applications in Microsoft Entra ID.\nFor more information, see [Azure built-in roles](~/identity/role-based-access-control/permissions-reference.md).\n\n## Scenario description\n\nIn this article, you configure and test Microsoft Entra SSO in a test environment.\n\n* dominKnow|ONE supports **SP** initiated SSO.\n\n---\n\nIn what year is the publication"},{"role":"assistant","content":"2025 (per entra/identity/saas-apps/dominknowone-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/device-security/compliance/monitor-policy.md]\n### Device status\n\nThe *Device status* summary is the default view when you select a compliance policy. This summary is a simple chart that shows the device count for each specific compliance status. The horizontal bar is divided into colors that match the available categories, and each color represents the device count in that category. In the preceding screen capture, all devices are compliant. As a result, the bar is entirely green.\n\nBefore a device appears in this chart, it must check in with Intune to receive the policy, process it, and successfully report its status. This process can take up to 24 hours when the device is online.\n\nDetails in the Device status chart include:\n\n- **Compliant** - The device successfully applied one or more device compliance policy settings.\n- **Noncompliant** - The device configuration failed to meet one or more device compliance policy settings.\n- **Others** - The device is in a state that is neither compliant nor noncompliant with the settings in this policy, such as *Error* or *Not evaluated*.\n- **Total** - The total number of devices that received this policy and reported in.\n\nTo view more details, select the **View report** button.\n\n---\n\nHow many hours can the device compliance check process take when the device is online?"},{"role":"assistant","content":"24 (per intune/device-security/compliance/monitor-policy.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/core/get-started/2020/includes/2005/7141381.md]\ne. Collecting Configuration Manager events requires a device restart. Events are retained for 30 days. Use the bellow chart to view events that are collected:\n\n##### Collected events\n\n|Event name|Provider name|Event ID|\n|---|---|---|\n|Application Error|Application Error|1000|\n|Application Hang|Application Hang|1002|\n|Kernel Crash|Microsoft-Windows-WER-SystemErrorReporting|1001|\n|Application Crash|Windows Error Reporting|1001|\n|Windows Update Agent – Update Installation|Microsoft-Windows-WindowsUpdateClient|19|\n|Unknown Shutdown|Boot|0|\n|Initiated Shutdown|Boot|1074|\n|Abnormal Shutdown|Boot|41|\n|Boundary Group Change|Microsoft-ConfigMgr|20000|\n|Application Deployment|Microsoft-ConfigMgr|20001|\n|Configuration Manager – Update Installation|Microsoft-ConfigMgr|20002|\n|Firmware version change|Microsoft-ConfigMgr|20003|\n\n#### View the timeline\n\n1. In the Configuration Manager console, go to the **Assets and Compliance** workspace and select the **Devices** node.\n1. Right-click on a device that's been uploaded to Microsoft Intune.\n1. In the right-click menu, select **Start** > **Admin Center Preview** to open the preview in your browser.\n1. Click on **Timeline**. By default, you're shown events from the last 24 hours.\n - Use the **Filter** button to change the **Time range**, **Event levels**, and **Provider name**.\n - If you click on an event, you'll see the detailed message for it.\n - The device sends events once a day to the admin center. Select **Refresh** to reload the page and have the device send new uncollected events to the admin center preview. You'll need to select **Refresh** again after a few minutes to see the newly collected events.\n\n:::image type=\"content\" source=\"../../media/7141381-timeline.png\" alt-text=\"Timeline of events for a device\" lightbox=\"../..\n\n---\n\nWhat is the Event ID for the Application Deployment event listed in the collected events table?"},{"role":"assistant","content":"20001 (per intune/configmgr/core/get-started/2020/includes/2005/7141381.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/authentication/howto-password-ban-bad-on-premises-monitor.md]\nThis DC does not have network connectivity to any Azure AD password protection Proxy instances.\n\n Resolution steps: ensure network connectivity exists to at least one Azure AD password protection Proxy instance.\n\n4. This DC does not have connectivity to other domain controllers in the domain.\n\n Resolution steps: ensure network connectivity exists to the domain.\n```\n\n#### Event ID 30006 (New policy being enforced)\n\n```text\nThe service is now enforcing the following Azure password policy.\n\n Enabled: 1\n AuditOnly: 1\n Global policy date: ‎2018‎-‎05‎-‎15T00:00:00.000000000Z\n Tenant policy date: ‎2018‎-‎06‎-‎10T20:15:24.432457600Z\n Enforce tenant policy: 1\n```\n\n\n\n#### Event ID 30019 (Microsoft Entra Password Protection is disabled)\n\n```text\nThe most recently obtained Azure password policy was configured to be disabled. All passwords submitted for validation from this point on will automatically be considered compliant with no processing performed.\n\nNo further events will be logged until the policy is changed.%n\n```\n\n---\n\nWhich Event ID corresponds to the event indicating that Microsoft En"},{"role":"assistant","content":"30019 (per entra/identity/authentication/howto-password-ban-bad-on-premises-monitor.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/ftapi-tutorial.md]\n---\ntitle: Configure FTAPI for Single sign-on with Microsoft Entra ID\ndescription: Learn how to configure single sign-on between Microsoft Entra ID and FTAPI.\n\nms.topic: how-to\nms.date: 03/25/2025\n# Customer intent: As an IT administrator, I want to learn how to configure single sign-on between Microsoft Entra ID and FTAPI so that I can control who has access to FTAPI, enable automatic sign-in with Microsoft Entra accounts, and manage my accounts in one central location.\n--- \n\n# Configure FTAPI for Single sign-on with Microsoft Entra ID\n\nIn this article, you learn how to integrate FTAPI with Microsoft Entra ID. When you integrate FTAPI with Microsoft Entra ID, you can:\n\n* Control in Microsoft Entra ID who has access to FTAPI.\n* Enable your users to be automatically signed-in to FTAPI with their Microsoft Entra accounts.\n* Manage your accounts in one central location.\n\n## Prerequisites\n\nThe scenario outlined in this article assumes that you already have the following prerequisites:\n\n[!INCLUDE [common-prerequisites.md](~/identity/saas-apps/includes/common-prerequisites.md)]\n* FTAPI single sign-on (SSO) enabled subscription.\n\n## Scenario description\n\nIn this article, you configure and test Microsoft Entra SSO in a test environment.\n\n* FTAPI supports **SP** initiated SSO.\n* FTAPI supports **Just In Time** user provisioning.\n\n## Add FTAPI from the gallery\n\nTo configure the integration of FTAPI into Microsoft Entra ID, you need to add FTAPI from the gallery to your list of managed SaaS apps.\n\n1. Sign in to the [Microsoft Entra admin center](https://entra.microsoft.com) as at least a [Cloud Application Administrator](~/identity/role-based-access-control/permissions-reference.md#cloud-application-administrator).\n1. Browse to **Entra ID** > **Enterprise apps** > **New applicat\n\n---\n\nIn what year is the documentation dated according to the ms"},{"role":"assistant","content":"2025 (per entra/identity/saas-apps/ftapi-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/mdt/use-the-mdt.md]\n|\n | **Orchestrator Server** | Type the URL for the Orchestrator web service, which includes the server name. The Orchestrator web service can use either Hypertext Transfer Protocol (HTTP) or HTTP over Secure Sockets Layer (HTTPS). The Orchestrator web service defaults to port 81.

The Orchestrator web service supports multiple runbook servers. By default, a runbook can run on any runbook server. A runbook can be configured to specify which runbook servers should be used to run the runbook.

The Orchestrator web service supports the ability to run a runbook on a specific runbook server. This feature is not supported in MDT.

Specify the URL in any of the following formats:

- **servername**. When using this format, the URL defaults to:

`https://:81/Orchestrator2012/Orchestrator.svc`

- **servername:port**. When using this format, the URL defaults to:

`https:///Orchestrator2012/Orchestrator.svc.`

- **https://servername:port**. When using this format, the URL defaults to:

`https:///Orchestrator2012/Orchestrator.svc.`

- **https://servername:port**. When using this format, the URL defaults to:

`https:///Orchestrator2012/Orchestrator.svc.`

- **https://servername:port/Orchestrator2012/Orchestrator.svc**. When using this format, MDT assumes that you are providing the fully qualified URL, because the value ends with *.svc*.
Improvements to CMPivot\n\n\nCMPivot includes the following improvements:\n\n- Save **Favorite** queries \n\n- On the Query Summary tab, select the count of Failed or Offline devices, and then select the option to **Create Collection**. This option makes it easy to target those devices with a remediation deployment. \n\nFor more information on additional performance and troubleshooting improvements to CMPivot, see [Improvements to scripts](#bkmk_scripts).\n\nFor more general information, see [CMPivot](../../../servers/manage/cmpivot.md).\n\n---\n\nWhat number appears in the comment tag immediately following the “Improvements to CMPivot” heading?"},{"role":"assistant","content":"1359068 (per intune/configmgr/core/get-started/includes/1810/1359068.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/standards/fedramp-access-controls.md]\nitoring-health/howto-stream-logs-to-event-hub.md) |\n| **AC-2(5)**
The organization requires that users log out when [*FedRAMP Assignment: inactivity is anticipated to exceed fifteen (15) minutes*].

**AC-2 (5) Additional FedRAMP Requirements and Guidance:**
**Guidance:** Should use a shorter timeframe than AC-12 | **Implement device log-out after a 15-minute period of inactivity.**

Implement device lock by using a Conditional Access policy that restricts access to compliant devices. Configure policy settings on the device to enforce device lock at the OS level with mobile device management (MDM) solutions such as Intune. Endpoint Manager or group policy objects can also be considered in hybrid deployments. For unmanaged devices, configure the Sign-In Frequency setting to force users to reauthenticate.

Conditional Access

  • [Require device to be marked as compliant](~/identity/conditional-access/concept-conditional-access-grant.md)
  • [User sign-in frequency](~/identity/conditional-access/howto-conditional-access-session-lifetime.md)

    MDM policy

  • Configure devices for maximum minutes of inactivity until the screen locks and requires a password to unlock ([Android](/mem/intune/configuration/device-restrictions-android), [iOS](/mem/intune/configuration/device-restrictions-ios), [Windows 10](/mem/intune/configuration/device-restrictions-windows-10)). |\n| **AC-2(7)**

    **The organization:**
    **(a.)** Establishes and administers privileged user accounts in accordance with a role-based access scheme that organizes allowed information system access and privileges into roles;
    **(b)** Monitors privileged role assignments; and
    **(c)** Takes [*FedRAMP Assignment: disables/revokes access within an organization-specified timeframe*] when privil\n\n---\n\nHow many minutes of inactivity should a device lock trigger a logout for compliance with the FedRAMP requirement"},{"role":"assistant","content":"15 (per entra/standards/fedramp-access-controls.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/tenant-attach/deploy-antivirus-policy.md]\n## Antivirus policy exclusions merge\n\n\n*(Introduced in Configuration Manager 2103)*\n\nStarting in Configuration Manager 2103, When a tenant attached device is targeted with two or more antivirus policies, the settings for antivirus exclusions will merge before being applied to the client. This change results in the client receiving the exclusions defined in each policy, allowing for more granular control of antivirus exclusions. For earlier versions of Configuration Manager, Antivirus exclusions from a single policy are applied. With this behavior, the last policy applied determines the effective exclusions. \n\nTo use this functionality, create an antivirus policy from the [Microsoft Intune admin center] that includes some [antivirus exclusions](../../device-configuration/endpoint-security/ref-antivirus-defender-settings-windows-tenant-attach.md?toc=/mem/configmgr/tenant-attach/toc.json&bc=/mem/configmgr/tenant-attach/breadcrumb/toc.json#microsoft-defender-antivirus-exclusions). Create a second antivirus policy including only antivirus exclusions that are different from the first policy. Apply both antivirus policies to the same collection. Antivirus exclusions from both policies are applied on clients in the targeted collection.\n\n[!INCLUDE [Device status for Configuration Manager tenant attached devices](./includes/configmgr-endpoint-security-device-status.md)]\n\n---\n\nWhich Configuration Manager version introduced the merging of antivirus policy exclusions before they are applied to"},{"role":"assistant","content":"2103 (per intune/configmgr/tenant-attach/deploy-antivirus-policy.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/idrive-tutorial.md]\n## Configure and test Microsoft Entra SSO for IDrive\n\nConfigure and test Microsoft Entra SSO with IDrive using a test user called **B.Simon**. For SSO to work, you need to establish a link relationship between a Microsoft Entra user and the related user in IDrive.\n\nTo configure and test Microsoft Entra SSO with IDrive, perform the following steps:\n\n1. **[Configure Microsoft Entra SSO](#configure-azure-ad-sso)** - to enable your users to use this feature.\n 1. **Create a Microsoft Entra test user** - to test Microsoft Entra single sign-on with B.Simon.\n 1. **Assign the Microsoft Entra test user** - to enable B.Simon to use Microsoft Entra single sign-on.\n1. **[Configure IDrive SSO](#configure-idrive-sso)** - to configure the single sign-on settings on application side.\n 1. **[Create IDrive test user](#create-idrive-test-user)** - to have a counterpart of B.Simon in IDrive that's linked to the Microsoft Entra representation of user.\n1. **[Test SSO](#test-sso)** - to verify whether the configuration works.\n\n\n\n---\n\nWhat port number is specified in the Host header of the token request?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/privacy/personal-data/manage-data-requests.md]\n### Delete a tenant from Microsoft Intune\n\nIf an Intune tenant customer cancels their Intune account, all tenant data is deleted within 180 days after the customer closes the Intune account. If the Microsoft Entra tenant is associated with other Microsoft enterprise subscriptions (Azure, Microsoft 365), then only the Intune Customer Data is deleted. The Microsoft Entra tenant resource is maintained for use by the other subscriptions. If the Intune account is the only subscription associated with the Microsoft Entra tenant, then the tenant is deleted and all resources and Customer Data are also deleted.\n\n## Next steps\n\nFind out how to [view and correct personal data](data-visibility.md) personal data in Intune.\n\n---\n\nWithin how many days after an Intune account is"},{"role":"assistant","content":"180 (per intune/privacy/personal-data/manage-data-requests.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-vulnerability-management/tvm-microsoft-secure-score-devices.md]\n## Download mandatory security updates\n\nTo boost your vulnerability assessment detection rates, download the following mandatory security updates and deploy them in your network:\n\n- 19H1 customers | [KB 4512941](https://support.microsoft.com/help/4512941/windows-10-update-kb4512941)\n- RS5 customers | [KB 4516077](https://support.microsoft.com/help/4516077/windows-10-update-kb4516077)\n- RS4 customers | [KB 4516045](https://support.microsoft.com/help/4516045/windows-10-update-kb4516045)\n- RS3 customers | [KB 4516071](https://support.microsoft.com/help/4516071/windows-10-update-kb4516071)\n\nTo download the security updates:\n\n1. Go to [Microsoft Update Catalog](https://www.catalog.update.microsoft.com/home.aspx).\n2. Key-in the security update KB number that you need to download, then click **Search**.\n\n## Related topics\n\n- [Dashboard](tvm-dashboard-insights.md)\n- [Exposure score](tvm-exposure-score.md)\n- [Security recommendations](tvm-security-recommendation.md)\n\n---\n\nWhat is the KB number"},{"role":"assistant","content":"4516071 (per defender/defender-vulnerability-management/tvm-microsoft-secure-score-devices.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-office-365/try-microsoft-defender-for-office-365.md]\n### Evaluation vs. trial for Defender for Office 365\n\nWhat's the difference between an evaluation and a trial of Defender for Office 365 Plan 2? Aren't they the same thing? Well, yes and no. The licensing in your Microsoft 365 organization makes all the difference:\n\n- **No Defender for Office 365 Plan 2**: You can start the Defender for Office 365 Plan 2 experience from the following locations in the Microsoft Defender portal:\n\n - The **Microsoft 365 trials** page at .\n - The **Microsoft Defender for Office 365 evaluation** page at .\n\n You can select **audit mode** (evaluation policies) or **blocking mode** (Standard preset security policy) during the setup of the evaluation or trial.\n\n Regardless of which location you use, we automatically provision any required Defender for Office 365 Plan 2 licenses when you enroll. Manually getting and assigning Plan 2 licenses in the Microsoft 365 admin center isn't required.\n\n The automatically provisioned licenses are good for 90 days. What this 90 day period means depends the existing licensing in your organization:\n\n - **No Defender for Office 365 Plan 1**: All Defender for Office 365 Plan 2 features (in particular, threat policies) are available during the 90 day period only.\n\n - **Defender for Office 365 Plan 1**: You already have the same threat policies available in Defender for Office 365 Plan 2: impersonation protection in anti-phishing policies, Safe Attachments policies, and Safe Links policies.\n\n The threat policies from **audit mode** (evaluation policies) or **blocking mode** (Standard preset security policy) don't expire or stop working after 90 days. What ends after 90 days are the [automation, investigation,\n\n---\n\nHow many days are the automatically provisioned Defender for Office 365 Plan 2 licenses good for during the evaluation or trial?"},{"role":"assistant","content":"90 (per defender/defender-office-365/try-microsoft-defender-for-office-365.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/miro-provisioning-tutorial.md]\nelete** under **Target Object Actions** as Miro SCIM API doesn't support creating and deleting groups.\n\n\t![Miro Group Attributes](media/miro-provisioning-tutorial/groupattributes.png)\n\n1. To configure scoping filters, refer to the following instructions provided in the [Scoping filter article](~/identity/app-provisioning/define-conditional-rules-for-provisioning-user-accounts.md).\n\n1. Use [on-demand provisioning](~/identity/app-provisioning/provision-on-demand.md) to validate sync with a small number of users before deploying more broadly in your organization. \n\n1. When you're ready to provision, select **Start Provisioning** from the **Overview** page.\n\n---\n\nWhat is the uid"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/apps/deploy-use/package-definition-files.md]\ns for the operating systems that are specified in the **SupportedClients** entry.\n\n Example:\n\n ```INI\n SupportedClients=Win NT (I386),Win NT (IA64),Win NT (x64)\n Win NT (I386) MinVersion1=5.00.2195.4\n Win NT (I386) MaxVersion1=5.00.2195.4\n Win NT (I386) MinVersion2=5.10.2600.2\n Win NT (I386) MaxVersion2=5.10.2600.2\n Win NT (I386) MinVersion3=5.20.0000.0\n Win NT (I386) MaxVersion3=5.20.9999.9999\n Win NT (I386) MinVersion4=5.20.3790.0\n Win NT (I386) MaxVersion4=5.20.3790.2\n Win NT (I386) MinVersion5=6.00.0000.0\n Win NT (I386) MaxVersion5=6.00.9999.9999\n Win NT (IA64) MinVersion1=5.20.0000.0\n Win NT (IA64) MaxVersion1=5.20.9999.9999\n Win NT (x64) MinVersion1=5.20.0000.0\n Win NT (x64) MaxVersion1=5.20.9999.9999\n Win NT (x64) MinVersion2=5.20.3790.0\n Win NT (x64) MaxVersion2=5.20.9999.9999\n Win NT (x64) MinVersion3=5.20.3790.0\n Win NT (x64) MaxVersion3=5.20.3790.2\n Win NT (x64) MinVersion4=6.00.0000.0\n Win NT (x64) MaxVersion4=6.00.9999.9999\n ```\n\n- **AdditionalProgramRequirements** (optional): Provide any other information or requirements for client computers, up to 127 characters.\n\n- **CanRunWhen**: Specify the user status that the program requires to run on the client computer. Available values are **UserLoggedOn**, **NoUserLoggedOn**, or **AnyUserStatus**. The default value is **UserLoggedOn**.\n\n- **UserInputRequired**: Specify whether the program requires interaction with the user. Available values are **True** or **False**. The default value is **True**. This entry is set to **False** if **CanRunWhen** isn't set to **UserLoggedOn**.\n\n- **AdminRightsRequired**: Specify whether the program requires administrative credentials on the computer to run. Available values are **True** or **False**. The defa\n\n---\n\nWhat is the maximum number of characters allowed for the AdditionalProgramRequirements entry?"},{"role":"assistant","content":"127 (per intune/configmgr/apps/deploy-use/package-definition-files.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-for-identity/alerts-mdi-classic.md]\n---\ntitle: Microsoft Defender for Identity classic security alerts\ndescription: This article provides a list of the classic security alerts issued by Microsoft Defender for Identity.\nms.date: 10/23/2025\nms.topic: reference\nms.reviewer: rlitinsky\n---\n\n# Microsoft Defender for Identity classic alerts\n\nMicrosoft Defender for Identity alerts can appear in the Microsoft Defender portal in two different formats depending on if the alert originates from Defender for Identity or Microsoft Defender. All alerts are based on detections from Defender for Identity sensors. The differences in layout and information are part of an ongoing transition to a unified alerting experience in Microsoft Defender products.\n\nTo learn more about how to understand the structure, and common components of all Defender for Identity security alerts, see [View and manage alerts](understanding-security-alerts.md).\n\n## Microsoft Defender for Identity classic alert categories\n\nDefender for Identity security alerts are divided into the following categories or phases, like the phases seen in a typical cyber-attack kill chain. Learn more about each phase, the alerts designed to detect each attack, and how to use the alerts to help protect your network using the following links:\n\n- [Reconnaissance and discovery alerts](#reconnaissance-and-discovery-alerts)\n- [Persistence and privilege escalation alerts](#persistence-and-privilege-escalation-alerts)\n- [Credential access alerts](#credential-access-alerts)\n- [Lateral movement alerts](#lateral-movement-alerts)\n- [Other alerts](#other-alerts)\n\n---\n\nWhat year is listed in the `ms.date` field of the Microsoft Defender for Identity classic security alerts documentation excerpt?"},{"role":"assistant","content":"2025 (per defender/defender-for-identity/alerts-mdi-classic.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-for-identity/whats-new-archive.md]\n### Azure ATP release 2.113\n\nReleased May 5, 2020\n\n- **Feature enhancement: Enriched Resource Access Activity with NTLMv1** \nStarting from this version, Azure ATP now provides information for resource access activities showing whether the resource uses NTLMv1 authentication. This resource configuration is unsecure and poses a risk that malicious actors can force the application to their advantage. For more information about the risk, see [Legacy protocols usage](/defender-for-identity/security-assessment-legacy-protocols).\n\n- **Feature enhancement: Suspected Brute Force attack (Kerberos, NTLM) alert** \nBrute Force attack is used by attackers to gain a foothold into your organization and is a key method for threat and risk discovery in Azure ATP. To help you focus on the critical risks to your users, this update makes it easier and faster to analyze and remediate risks, by limiting and prioritizing the volume of alerts.\n\n## March 2020\n\n---\n\nWhich KB number should RS3 customers download for mandatory security updates?"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/fundamentals/protection-configuration-levels.md]\n# Levels of protection and configuration in Microsoft Intune\n\nMicrosoft Intune gives admins the ability to [create policies that are applied to users, devices, and apps](what-is-intune.md). These policies can range from a minimum set to more secure or controlled policies. These policies depend on the organization's needs, the devices that are used, and what the devices will do.\n\nWhen you're ready to create policies, use the different levels of protection and configuration:\n\n- [Level 1 - Minimum protection and configuration](#level-1---minimum-protection-and-configuration)\n- [Level 2 - Enhanced protection and configuration](#level-2---enhanced-protection-and-configuration)\n- [Level 3 - High protection and configuration](#level-3---high-protection-and-configuration)\n\nYour environment and business needs can have different levels defined. Use these levels as a starting point and then customize them to fit your needs. For example, you can use the device configuration policies in level 1 and the app policies in level 3.\n\nChoose the levels that are right for your organization. There isn't a wrong choice.\n\n## Level 1 - Minimum protection and configuration\n\nThis level includes policies that every organization should have, at a minimum. The policies in this level create a minimum baseline of security features and give users access to the resources they need to do their jobs.\n\n---\n\nHow many levels of protection and configuration are described in the excerpt?"},{"role":"assistant","content":"3 (per intune/fundamentals/protection-configuration-levels.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/includes/app-provisioning-ldap.md]\n`inetOrgPerson`, and optionally additional auxiliary object classes. In order for the connector to be able to provision users into the directory server, during configuration in the Azure portal you'll define mappings from the Microsoft Entra schema to all of the mandatory attributes. This includes the mandatory attributes of the structural object class, any superclasses of that structural object class, and the mandatory attributes of any auxiliary object classes. In addition, you'll likely also configure mappings to some of the optional attributes of these classes. For example, an OpenLDAP directory server might require an object for a new user to have attributes like the following example.\n\n```\ndn: cn=bsimon,dc=Contoso,dc=lab\nobjectClass: inetOrgPerson\nobjectClass: posixAccount\nobjectClass: shadowAccount\ncn: bsimon\ngidNumber: 10000\nhomeDirectory: /home/bsimon\nsn: simon\nuid: bsimon\nuidNumber: 10011\nmail: bsimon@contoso.com\nuserPassword: initial-password\n```\n\nThe directory hierarchy rules implemented by a directory server describe how the objects for each user relate to each other and to existing objects in the directory. In most deployments, the organization chose to have a flat hierarchy in their directory server, in which each object for each user is located immediately underneath a common base object. For example, if the base distinguished name for the naming context in a directory server is `dc=contoso,dc=com` then a new user would have a distinguished name like `cn=alice,dc=contoso,dc=com`. However, some organizations may have a more complex directory hierarchy, in which case you'll need to implement the rules when specifying the distinguished name mapping for the connector. For example, a directory server may expect users to be in organizational units by departmen\n\n---\n\nWhat uidNumber value is assigned to user `bsimon` in the example record?"},{"role":"assistant","content":"10011 (per entra/includes/app-provisioning-ldap.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/bullseyetdp-provisioning-tutorial.md]\n## Step 1: Plan your provisioning deployment\n1. Learn about [how the provisioning service works](~/identity/app-provisioning/user-provisioning.md).\n1. Determine who's in [scope for provisioning](~/identity/app-provisioning/define-conditional-rules-for-provisioning-user-accounts.md).\n1. Determine what data to [map between Microsoft Entra ID and BullseyeTDP](~/identity/app-provisioning/customize-application-attributes.md). \n\n\n\n## Step 2: Configure BullseyeTDP to support provisioning with Microsoft Entra ID\nContact [BullseyeTDP support](mailto:hello@bullseyetdp.com) in order to obtain a SCIM Token.\n\n\n\n## Step 3: Add BullseyeTDP from the Microsoft Entra application gallery\n\nAdd BullseyeTDP from the Microsoft Entra application gallery to start managing provisioning to BullseyeTDP. If you have previously setup BullseyeTDP for SSO, you can use the same application. However, we recommend that you create a separate app when testing out the integration initially. Learn more about adding an application from the gallery [here](~/identity/enterprise-apps/add-application-portal.md). \n\n## Step 4: Define who is in scope for provisioning \n\n[!INCLUDE [create-assign-users-provisioning.md](~/identity/saas-apps/includes/create-assign-users-provisioning.md)]\n\n## Step 5: Configure automatic user provisioning to BullseyeTDP \n\nThis section guides you through the steps to configure the Microsoft Entra provisioning service to create, update, and disable users and/or groups in BullseyeTDP based on user and/or group assignments in Microsoft Entra ID.\n\n\n\n---\n\nWhich step involves adding BullseyeTDP from the Microsoft Entra application gallery?"},{"role":"assistant","content":"3 (per entra/identity/saas-apps/bullseyetdp-provisioning-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/solutions/edge-data-security/app-configuration-step-4.md]\n### Level 1 – Basic Mobile Browser Configuration for Android\n\nLevel 1 configuration provides foundational browser security controls while maintaining user productivity.\n\n1. Go to the [Microsoft Intune admin center]. \n2. Select **Apps** > **Manage apps** > **Configuration** > **Create** > **Managed apps**. \n3. On the **Basics** tab, enter: \n - **Name:** Edge Android ACP Level 1 Basic \n - **Description:** Basic browser configuration for Microsoft Edge Android with essential security settings and fundamental mobile controls \n4. In **Target policy to**, select **Selected apps**. \n - Choose **+ Select public apps**. \n - In the **Select apps to target** panel, search for and select **Microsoft Edge (Android)**, then select **Select**. \n5. Select **Next**. \n6. On the **Settings** step, expand **General configuration settings**. \n7. Configure each setting using the **Name** and **Value** specified:\n\n| Name | Value | Documentation |\n|------|-------|---------------|\n| com.microsoft.intune.mam
    .managedbrowser.PasswordSSO | true | [Microsoft Entra password single sign-on](../../app-management/configuration/configure-edge-ios-android.md#microsoft-entra-password-single-sign-on) |\n| com.microsoft.intune.mam
    .managedbrowser.SmartScreenEnabled | true | [Microsoft Defender SmartScreen](../../app-management/configuration/configure-edge-ios-android.md#microsoft-defender-smartscreen) |\n| EdgeMyApps | true | [Enable EdgeMyApps](/deployedge/microsoft-edge-mobile-policies#edgemyapps) |\n| EdgeDefaultHTTPS | true | [Enforce default HTTPS](/deployedge/microsoft-edge-mobile-policies#edgedefaulthttps) |\n| EdgeDisableShareUsageData | true | [Disable sharing usage data](/deployedge/microsoft-edge-mobile-policies#edgedisableshareusagedata) |\n| EdgeImportPasswordsDisabled | fals\n\n---\n\nOn which step do you expand the **General configuration settings** in the Edge Android Level 1 configuration process?"},{"role":"assistant","content":"6 (per intune/solutions/edge-data-security/app-configuration-step-4.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/users/licensing-service-plan-reference.md]\nccb-b430-5077c5041653)
    Common Data Service (28b0fa46-c39a-4188-89e2-58e979a6b014)
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    Power Automate for Office 365 (07699545-9485-468e-95b6-2fca3738be01)
    Power BI Pro (70d33638-9c74-4d01-bfd3-562de28bd4ba)
    Power Virtual Agents for Office 365 (ded3d325-1bdc-453e-8432-5bac26d7a014) |\n| Office 365 E5 EEA (no Teams) without Audio Conferencing | Office_365_E5_EEA_(no_Teams)_without_Audio_Conferencing | 71772aeb-4bb8-4f74-9dd4-36c7a9b5ca74 | RMS_S_ENTERPRISE (bea4c11e-220a-4e6d-8eb8-8ea15d019f90)
    CDS_O365_P3 (afa73018-811e-46e9-988f-f75d2b1b8430)
    LOCKBOX_ENTERPRISE (9f431833-0334-42de-a7dc-70aa40db46db)
    CustomerLockboxA_Enterprise (3ec18638-bd4c-4d3b-8905-479ed636b83e)
    MIP_S_Exchange (cd31b152-6326-4d1b-ae1b-997b625182e6)
    EXCHANGE_S_ENTERPRISE (efb87545-963c-4e0d-99df-69c6916d9eb0)
    GRAPH_CONNECTORS_SEARCH_INDEX (a6520331-d7d4-4276-95f5-15c0933bc757)
    INFORMATION_BARRIERS (c4801e8a-cb58-4c35-aca6-f2dcc106f287)
    Content_Explorer (d9fa6af4-e046-4c89-9226-729a0786685d)
    ContentExplorer_Standard (2b815d45-56e4-4e3a-b65c-66cb9175b560)
    MIP_S_CLP2 (efb0351d-3b08-4503-993d-383af8de41e3)
    MIP_S_CLP1 (5136a095-5cf0-4aff-bec3-e84448b38ea5)
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    M365_ADVANCED_AUDITING (2f442157-a11c-46b9-ae5b-6e39ff4e5849)
    OFFICESUBSCRIPTION (43de0ff5-c92c-492b-9116-175376d08c38)
    MICROSOFT_COMMUNICATION_COMPLIANCE (a413a9ff-720c-4822-98ef-2f37c2a21f4c)
    MTP (bf28f719-7844-4079-9c78-c1307898e192)
    M365_LIGHTHOUSE_CUSTOMER_PLAN1 (6f23d6a9-adbf-481c-8538-b4c095654487)
    MCOEV (4828c8ec-dc2e-4779-b502-87ac9ce28ab7)
    MICROSOFTBOOKINGS (199a5c09-e0ca-4e37-8f7c-b05d533e1ea2)
    COMMUNICATIONS_DLP (6dc145d6-9\n\n---\n\nHow many elements are included in the tuple used for"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/sum/get-started/software-update-point-ssl.md]\n## Verify the WSUS console can connect using SSL\n\nThe WSUS console uses the ApiRemoting30 web service for connection. The Configuration Manager software update point (SUP) also uses this same web service to direct WSUS to take certain actions such as:\n\n- Initiating a software update synchronization\n- Setting the proper upstream server for WSUS, which is dependent on where the SUP's site resides in your Configuration Manager hierarchy\n- Adding or removing products and classifications for synchronization from the hierarchy's top-level WSUS server.\n- Removing expired updates\n\nOpen the WSUS console to verify you can use an SSL connection to the WSUS server's ApiRemoting30 web service. We'll test some of the other web services later.\n\n1. Open the WSUS console and select **Action** > **Connect to Server**.\n1. Enter the FQDN of the WSUS server for the **Server name** option.\n1. Choose the **Port number** returned in the URL from WSUSutil.\n\n1. The **Use Secure Sockets Layer (SSL) to connect to this server** option automatically enables when either 8531 (default) or 443 are chosen.\n\n :::image type=\"content\" source=\"media/connect-wsus-console.png\" alt-text=\"Connect to the WSUS console over the HTTPS port\":::\n\n1. If your Configuration Manager site server is remote from the software update point, launch the WSUS console from the site server and verify the WSUS console can connect over SSL.\n - If the remote WSUS console can't connect, it likely indicates a problem with either trusting the certificate, name resolution, or the port being blocked.\n\n---\n\nWhat default port number does the WSUS console use for SSL connections as specified in the documentation?"},{"role":"assistant","content":"8531 (per intune/configmgr/sum/get-started/software-update-point-ssl.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity-platform/v2-oauth2-client-creds-grant-flow.md]\n### Second case: Access token request with a certificate\n\n```HTTP\nPOST /{tenant}/oauth2/v2.0/token HTTP/1.1 // Line breaks for clarity\nHost: login.microsoftonline.com:443\nContent-Type: application/x-www-form-urlencoded\n\nscope=https%3A%2F%2Fgraph.microsoft.com%2F.default\n&client_id=11112222-bbbb-3333-cccc-4444dddd5555\n&client_assertion_type=urn%3Aietf%3Aparams%3Aoauth%3Aclient-assertion-type%3Ajwt-bearer\n&client_assertion=eyJhbGciOiJSUzI1NiIsIng1dCI6Imd4OHRHeXN5amNScUtqRlBuZDdSRnd2d1pJMCJ9.eyJ{a lot of characters here}M8U3bSUKKJDEg\n&grant_type=client_credentials\n```\n\n| Parameter | Condition | Description |\n| ----------------------- | --------- | ----------- |\n| `tenant` | Required | The directory tenant the application plans to operate against, in GUID or domain-name format. |\n| `client_id` | Required | The application (client) ID that's assigned to your app. |\n| `scope` | Required | The value passed for the `scope` parameter in this request should be the resource identifier (application ID URI) of the resource you want, suffixed with `.default`. All scopes included must be for a single resource. Including scopes for multiple resources will result in an error.
    For the Microsoft Graph example, the value is `https://graph.microsoft.com/.default`. This value tells the Microsoft identity platform that of all the direct application permissions you have configured for your app, the endpoint should issue a token for the ones associated with the resource you want to use. To learn more about the `/.default` scope, see the [consent documentation](./scopes-oidc.md#the-default-scope). |\n| `client_assertion_type` | Required | The value must be set to `urn:ietf:params:oauth:client-assertion-type:jwt-bearer\n\n---\n\nWhat port number is"},{"role":"assistant","content":"443 (per entra/identity-platform/v2-oauth2-client-creds-grant-flow.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/fundamentals/whats-new.md]\n### General Availability - GSA Cloud Firewall for Remote Networks\n\n**Type:** General Availability \n**Service category:** Internet Access \n**Product capability:** Network Access \n\nCustomer can use GSA cloud firewall to apply admin configurable, 5-tuple (source IP, destination IP, protocol, source port, destination port) based filtering for all internet traffic acquired from branch offices through GSA remote networks capability. For more information, see: [Configure Global Secure Access cloud firewall](../global-secure-access/how-to-configure-cloud-firewall.md).\n\n---\n\n### General Availability – Enabling Social Identity Providers in Entra External ID Native Authentication via browser‑delegated (web‑view) flows using SDKs for applications\n\n**Type:** General Availability \n**Service category:** B2C - Consumer Identity Management \n**Product capability:** Developer Experience \n\nBuild secure sign‑in and sign‑up experiences for applications in Entra External ID using Native Authentication, with Social Identity Provider support such as Google, Facebook, and Apple available through browser‑delegated (web‑view) authentication using developer‑friendly SDKs. For more information, see: [Native authentication in Microsoft Entra External ID](../identity-platform/concept-native-authentication.md).\n\n---\n\n### General Availability - Enforce Conditional Access policies like MFA on every PIM activation\n\n**Type:** General Availability \n**Service category:** Privileged Identity Management \n**Product capability:** Privileged Identity Management \n\nGenerally available feature for configuring reauthentication with Conditional Access for Microsoft Entra Privileged Identity Management role activation. For more information see: [On activation, require Microsoft Entra Conditional Access authent\n\n---\n\nHow many elements are included in the tuple used by GSA Cloud Firewall"},{"role":"assistant","content":"5 (per entra/fundamentals/whats-new.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-endpoint/data-storage-privacy.md]\n## Data recovery\n\nDefender for Endpoint (including Defender Vulnerability Management) incorporates a regional disaster recovery strategy aligned with Microsoft's broader resiliency framework. For more information, see [Resiliency and continuity - Microsoft Service Assurance | Microsoft Learn](/compliance/assurance/assurance-resiliency-and-continuity). In the event of a service disruption, all MDE components are designed to fail over to a paired region within the same geographic boundary, thereby maintaining data residency requirements.\n\nHowever, due to current service limitations in the United Arab Emirates, MDE components that depend on Azure Synapse workloads are supported with zonal resiliency only. At this time, for the workloads, there is no cross-region business continuity and disaster recovery (BCDR) capability available. For more information on Synapse’s disaster recovery capabilities, refer to the official documentation.\n\n## Data sharing for Microsoft Defender for Endpoint\n\nDefender for Endpoint (including Defender Vulnerability Management) shares data, including customer data, among the following Microsoft products, also licensed by the customer. For customers in the Government Community Cloud (GCC), data sharing between government and commercial cloud environments may occur, depending on the location of the service offering.\n\n- Microsoft Defender\n- Microsoft Defender for Cloud Apps\n- Microsoft Sentinel\n- Microsoft Tunnel for Mobile Application Management - Android\n- Microsoft Defender for Cloud\n- Microsoft Defender for Identity\n- Microsoft Security Exposure Management\n- Intune\n- Agent 365\n\n---\n\nWhich Microsoft product listed in the Defender for Endpoint data‑sharing section has a name that includes the number 365?"},{"role":"assistant","content":"365 (per defender/defender-endpoint/data-storage-privacy.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/defender-office-365/step-by-step-guides/understand-overrides-in-email-entity.md]\n## Overrides details table\n\nThe following table lists all overrides, a description of what that override means and some starting points for troubleshooting. Not all overrides are honored, depending on the circumstance. For example an email that contains malware is automatically blocked regardless if an end user set the sender as a \"safe sender\". To learn more about how overrides are applied, see [How policies and protections are combined](../how-policies-and-protections-are-combined.md).\n\n| Override |Description|Notes|\n| -------- | -------- | -------- |\n| Third Party Filter |We detected your MX record points to a non-Microsoft service and you have an SCL-1 transport rule, which overrides most Microsoft 365 filtering and Secure by Default.||\n|Admin initiated time travel|Admin triggered investigation, which leads to zero-hour auto purge (ZAP) modifying the delivery location of messages.|[Zero-hour auto purge (ZAP)](../zero-hour-auto-purge.md)|\n|Antimalware policy block by file type|The file extension for an attachment within the message matched a banned file type listed in the anti-malware policy for the recipient|You may wish to tweak the file extensions listed in the Common attachments filter section of the anti-malware policy. [Learn more](../anti-malware-policies-configure.md).|\n|Antispam policy settings|The message matched a custom option in the anti-spam policy for the recipient. For example: \"SPF record: hard fail\" or \"Empty messages\".|Check the \"Mark as spam\" options in the anti-spam policy for the affected recipient. [Learn more](../anti-spam-policies-configure.md).|\n|Connection policy|The message originated from an allowed / blocked IP within your connection filter policy.|Check the \"Connection filter policy\" within the anti-spam policies section of the securit\n\n---\n\nI’m sorry, but I can’t comply"},{"role":"assistant","content":"365 (per defender/defender-office-365/step-by-step-guides/understand-overrides-in-email-entity.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/mdt/use-the-mdt.md]\npurpose or usage of the task sequence).

    - Select **Next**.|\n |**Select Template** |In **The following task sequence templates are available. Select the one you would like to use as a starting point**, select ***task_sequence***, and then select **Next**.|\n |**Select OS** |In **The following operating system images are available to be deployed with this task sequence. Select one to use**, select ***operating_system*** (where *operating_system* is the operating system in the Operating Systems node in the Deployment Workbench that you want to deploy to the resource or target computer), and then select **Next**.|\n |**Specify Product Key** |a. Select one of the following options based on the requirements of your organization:

    - **Do not specify a product key at this time**. Select this option when a product key is not required when deploying Windows; when the product key will be provided in the Deployment Wizard; or when using volume licenses that are activated using KMS.

    - **Specify a multiple activation key (MAK) for activating this operating system**. Select this option when deploying Windows using MAK product keys in the deployment. MAK product keys are used by Microsoft Volume Licensing customers.

    - **Specify the product key for this operating system**. Select this option when deploying retail product key.

    For more information about Volume Activation and product keys in MDT, see [Volume Activation Overview](/previous-versions/windows/it-pro/windows-server-2012-R2-and-2012/hh831612(v=ws.11)).

    b. Select **Next**.|\n |**OS Settings** |- In **Full Name**, type ***user_full_name*** (where *user_full_name* is the name of the user of the targ\n\n---\n\nHow many days can deleted agent identity objects be restored"},{"role":"assistant","content":"NOT IN DOCS"}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/mdt/user-driven-installation-guide.md]\n### Step 3-7: Customize the Task Sequence for the Reference Computer\n\nFor most deployments, the **Windows 8.1 Reference Deployment** task sequence created earlier in the process performs all the necessary steps without modification. In this sample, modify the task sequence to set the password for the local Administrator account to a known value. By default, the task sequence sets the password for the local Administrator account to a random value. Further customization of the task sequence may be required depending on the environment.\n\n **To customize the Windows 8.1 Reference Deployment task sequence**\n\n1. Select **Start**, point to **All Programs**, and then point to **Microsoft System Center 2012**. Point to **Configuration Manager**, and then select **Configuration Manager Console**.\n\n2. In the Configuration Manager console, in the navigation pane, select **Software Library**.\n\n3. In the Software Library workspace, go to Overview/Operating Systems/Task Sequences.\n\n4. In the preview pane, select **Windows 8.1 Reference Deployment**.\n\n5. On the Ribbon, on the **Home** tab, in the **Task Sequence** group, select **Edit**.\n\n The **Windows 8.1 Reference Deployment Task Sequence Editor** dialog box opens.\n\n6. In the **Windows 8.1 Reference Deployment Task Sequence Editor** dialog box, go to PostInstall/Apply Windows Settings.\n\n7. On the **Properties** tab, select **Enable the account and specify the local administrator password**.\n\n8. On the **Properties** tab, in **Password** and **Confirm Password**, type **P@ssw0rd**, and then select **Apply**.\n\n9. Make any additional modifications to the task sequence that the environment requires, and then select **OK**.\n\n10. Close all open windows and dialog boxes.\n\n---\n\nHow many steps are listed for customizing the Windows 8.1 Reference Deployment task"},{"role":"assistant","content":"10 (per intune/configmgr/mdt/user-driven-installation-guide.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/proware-provisioning-tutorial.md]\n---\ntitle: Configure Proware for automatic user provisioning with Microsoft Entra ID\ndescription: Learn how to automatically provision and de-provision user accounts from Microsoft Entra ID to Proware.\n\nms.topic: how-to\nms.date: 04/16/2026\n\n# Customer intent: As an IT administrator, I want to learn how to automatically provision and deprovision user accounts from Microsoft Entra ID to Proware so that I can streamline the user management process and ensure that users have the appropriate access to Proware.\n--- \n\n# Configure Proware for automatic user provisioning with Microsoft Entra ID\n\nThis article describes the steps you need to perform in both Proware and Microsoft Entra ID to configure automatic user provisioning. When configured, Microsoft Entra ID automatically provisions and de-provisions users and groups to Proware using the Microsoft Entra provisioning service. For important details on what this service does, how it works, and frequently asked questions, see [Automate user provisioning and deprovisioning to SaaS applications with Microsoft Entra ID](~/identity/app-provisioning/user-provisioning.md). \n\n\n## Capabilities Supported\n> [!div class=\"checklist\"]\n> * Create users in Proware\n> * Remove users in Proware when they don't require access anymore\n> * Keep user attributes synchronized between Microsoft Entra ID and Proware\n> * [Single sign-on](./proware-tutorial.md) to Proware (recommended)\n> * Long lived bearer token authentication supported.\n\n## Prerequisites\n\nThe scenario outlined in this article assumes that you already have the following prerequisites:\n\n* [A Microsoft Entra tenant](~/identity-platform/quickstart-create-new-tenant.md) \n* One of the following roles: [Application Administrator](/entra/identity/role-based-access-control/permissions-reference#a\n\n---\n\nOn which day of the month is the ms.date"},{"role":"assistant","content":"16 (per entra/identity/saas-apps/proware-provisioning-tutorial.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/advanced-analytics/device-query.md]\n### Aggregation functions\n\nAggregation functions can be used with the `summarize` table operator to calculate summarized values. Currently the following aggregation functions are supported:\n\n|Function|Description|\n|---|---|\n|`avg()`|Returns the average of the values across the group|\n|`count()`|Returns a count of the records per summarization group|\n|`countif()`|Returns a count of rows for which Predicate evaluates to true|\n|`dcount()`|Returns the number of distinct values in the group|\n|`max()`|Returns the maximum value across the group|\n|`maxif()`|Starting in version 2107, you can use [`maxif`](/azure/data-explorer/kusto/query/maxif-aggfunction) with the `summarize` table operator.

    Returns the maximum value across the group for which *Predicate* evaluates to `true`. |\n|`min()`|Returns the minimum value across the group|\n|`minif()`|Starting in version 2107, you can use [`minif`](/azure/data-explorer/kusto/query/minif-aggfunction) with the `summarize` table operator.

    Returns the minimum value across the group for which *Predicate* evaluates to `true`. |\n|`percentile()`|Returns an estimate for the specified nearest-rank percentile of the population defined by Expr|\n|`sum()`|Returns the sum of the values across the group|\n|`sumif()`|Returns a sum of Expr for which Predicate evaluates to true|\n\n---\n\nIn which version of the software were the `minif()` and `maxif()` aggregation functions introduced?"},{"role":"assistant","content":"2107 (per intune/advanced-analytics/device-query.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: defender/exposure-management/whats-new.md]\n### Content versioning notifications\n\nThe new versioning feature in Microsoft Security Exposure Management offers proactive notifications about upcoming version updates, giving users advanced visibility into anticipated metric changes and their impact on their related initiatives. A dedicated side panel provides comprehensive details about each update, including the expected release date, release notes, current and new metric values, and any changes to related initiative scores. Additionally, users can share direct feedback on the updates within the platform, fostering continuous improvement and responsiveness to user needs.\n\nFor more information on exposure insights, see [Overview - Exposure insights](exposure-insights-overview.md)\n\n### Exposure history for metrics\n\nUser can investigate metric changes by reviewing the asset exposure change details. From the initiative's **History** tab, by selecting a specific metric, you can now see the list of assets where exposure has been either added or removed, providing clearer insight into exposure shifts over time.\n\nFor more information, see, [Reviewing initiative history](exposure-insights-overview.md#reviewing-initiative-history)\n\n### SaaS security initiative\n\nThe SaaS Security initiative delivers a clear view of your SaaS security coverage, health, configuration, and performance. Through metrics spanning multiple domains, it gives security managers a high-level understanding of their SaaS security posture.\n\nFor more information, see, [SaaS security initiative](/defender-cloud-apps/saas-security-initiative)\n\n## October 2024\n\n---\n\nWhat year is referenced in the October heading of this documentation excerpt?"},{"role":"assistant","content":"2024 (per defender/exposure-management/whats-new.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/mdt/udi-reference.md]\nattached to the target computer and sets the **OSDUserStateMode** task sequence variable and **UserStateMode** variable to **USB**.\n\n- **Network.** This option indicates that the user state migration data should be stored on a network shared folder and sets the **OSDUserStateMode** task sequence variable and **UserStateMode** variable to **Network**.\n\n##### NEWCOMPUTER Stage Behavior\n\nThe NEWCOMPUTER stage is used for computers on which no user state migration data exists. The New Computer deployment scenario can be used as the second part of the Replace Computer deployment scenario. If the user selects to:\n\n- Format the disk on the target computer, then the **UserStatePage** assumes that no user state migration data is located on the local hard disk, so the **Local** option is disabled and all other options are enabled\n\n- Not format the disk on the target computer, then the **UserStatePage** assumes that there is user state migration data to be restored, and all options are disabled other than the **Local** option \\(Using the **Local** option provides a faster method for restoring the user state migration data than the USB or network shared folder methods.\\)\n\n Table 36 lists the behavior of the options on the wizard page for the NEWCOMPUTER stage. The **Format** column indicates whether the target hard disk is to be formatted as a part of the deployment. The other columns indicate the configuration of the options when the **UserStatePage** is loaded.\n\n---\n\nWhich table number lists the behavior of the options on the wizard page for the NEWCOMPUTER stage?"},{"role":"assistant","content":"36 (per intune/configmgr/mdt/udi-reference.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/devices/howto-arc-sign-in-windows.md]\n### Terminal error code 1007 and exit code -2145648574\n\nTerminal error code 1007 and exit code -2145648574 translate to `DSREG_E_MSI_TENANTID_UNAVAILABLE`. The extension can't query the Microsoft Entra tenant information.\n\nConnect to the device as a local administrator and verify that the endpoint returns a valid tenant ID from Azure Instance Metadata Service. Run the following command from an elevated PowerShell window on the device:\n\n`curl -H Metadata:true http://localhost:40342/metadata/identity/info?api-version=2018-02-01`\n\nThis problem can also happen when the admin attempts to install the AADLoginForWindows extension, but the device doesn't have a system-assigned managed identity. In that case, go to the **Identity** pane of the device. On the **System assigned** tab, verify that the **Status** toggle is set to **On**.\n\n---\n\nWhat terminal error code is associated with the DSREG_E_MSI_TENANTID_UNAVAILABLE error?"},{"role":"assistant","content":"1007 (per entra/identity/devices/howto-arc-sign-in-windows.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/identity/saas-apps/f5-big-ip-oracle-enterprise-business-suite-easy-button.md]\n## Scenario architecture\n\nThe secure hybrid access solution for this scenario is made up of several components including a multi-tiered Oracle architecture:\n\n**Oracle EBS Application:** BIG-IP published service to be protected by Microsoft Entra SHA.\n\n**Microsoft Entra ID:** Security Assertion Markup Language (SAML) Identity Provider (IdP) responsible for verification of user credentials, Conditional Access, and SAML based SSO to the BIG-IP. Through SSO, Microsoft Entra ID provides the BIG-IP with any required session attributes.\n\n**Oracle Internet Directory (OID):** Hosts the user database. BIG-IP checks via LDAP for authorization attributes. \n\n**Oracle AccessGate:** Validates authorization attributes through back channel with OID service, before issuing EBS access cookies \n\n**BIG-IP:** Reverse proxy and SAML service provider (SP) to the application, delegating authentication to the SAML IdP before performing header-based SSO to the Oracle application.\n\nSHA for this scenario supports both SP and IdP initiated flows. The following image illustrates the SP initiated flow.\n\n![Secure hybrid access - SP initiated flow](./media/f5-big-ip-oracle-ebs/sp-initiated-flow.png)\n\n| Steps| Description |\n| -------- |-------|\n| 1| User connects to application endpoint (BIG-IP) |\n| 2| BIG-IP APM access policy redirects user to Microsoft Entra ID (SAML IdP) |\n| 3| Microsoft Entra ID pre-authenticates user and applies any enforced Conditional Access policies |\n| 4| User is redirected back to BIG-IP (SAML SP) and SSO is performed using issued SAML token |\n| 5| BIG-IP performs LDAP query for users Unique ID (UID) attribute |\n| 6| BIG-IP injects returned UID attribute as user_orclguid header in EBS session cookie request to Oracle AccessGate |\n| 7| Oracle AccessGate validates UID against Ora\n\n---\n\nWhich step number involves the BIG‑IP performing an LDAP query for the user’s Unique ID (UID) attribute?"},{"role":"assistant","content":"5 (per entra/identity/saas-apps/f5-big-ip-oracle-enterprise-business-suite-easy-button.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/agent-id/what-is-agent-id-platform.md]\n## Authentication and authorization\n\nThe Microsoft agent identity platform uses OAuth for authorization and OpenID Connect (OIDC) for authentication.\n\n- **OpenID Connect (OIDC)** enables agents to authenticate and verify the identity of other entities they communicate with, establishing secure trust relationships.\n\n- **OAuth 2.0** allows agents to request access tokens that authorize them to access resources on behalf of themselves or users, supporting both application-only and delegated access scenarios.\n\nFor more information, see [OAuth protocols](./agent-oauth-protocols.md).\n\nTokens are the fundamental security mechanism enabling secure communication and authorization in the Microsoft agent identity platform. The platform supports multiple token flow patterns designed for specific operational scenarios. For more information, see [tokens in Microsoft agent identity platform](./agent-tokens.md)\n\n---\n\nWhat version of OAuth is used by the Microsoft agent identity platform?"},{"role":"assistant","content":"2.0 (per entra/agent-id/what-is-agent-id-platform.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/solutions/end-to-end-guides/macos-endpoints-get-started.md]\n# End-to-end guide to get started with macOS endpoints\n\nUsing Microsoft Intune, you can manage and secure macOS endpoints owned by your organization or school. When you or your organization manage the devices, you can deploy the apps your end users need, configure the device features you want, and use policies that help protect your devices & organization from threats.\n\nThis article applies to:\n\n- macOS devices owned by your organization\n\nThis article is an end-to-end guide to help you get started with your macOS endpoints. It focuses on:\n\n- Endpoints managed with Apple Business Manager or Apple School Manager\n- Devices enrolled in Intune using Automated Device Enrollment with user affinity. User affinity is typically used for devices with one primary user.\n\nThis article guides you through the end-to-end steps to create and manage your macOS endpoints using Microsoft Intune.\n\n## How to use this guide\n\nThis guide has seven phases. Each phase has a set of steps that help build your macOS endpoint configuration and deployment. Each phase builds on the previous phase.\n\n:::image type=\"content\" source=\"./media/macos-endpoints-get-started/all-steps-overview.png\" border=\"false\" alt-text=\"A diagram that summarizes all the phases to onboard macOS devices, including testing, enrolling, securing, deploying policies, and supporting the devices using Microsoft Intune\":::\n\nComplete the phases and steps in order. The phases include:\n\n- [Phase 1 - Set up your environment](#phase-1---set-up-your-environment)\n- [Phase 2 - Enroll a test endpoint](#phase-2---enroll-a-test-endpoint)\n- [Phase 3 - Secure your macOS endpoint](#phase-3---secure-your-macos-endpoints)\n- [Phase 4 - Apply organization specific customizations](#phase-4---apply-organization-specific-customizations)\n- [Phase 5 - Option\n\n---\n\nWhich phase of the guide focuses on applying organization specific customizations?"},{"role":"assistant","content":"4 (per intune/solutions/end-to-end-guides/macos-endpoints-get-started.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: entra/agent-id/howto-delete-agent-identity.md]\n# How to delete and restore agent identity objects\n\nWhen you delete an agent identity blueprint, Microsoft Entra automatically cleans up all associated child agent identities and agents' user accounts. All deletions are soft deletions — deleted objects move to the recycle bin and can be restored within 30 days.\n\nFor a conceptual overview of how cascade cleanup works and quota considerations, see [Agent identity deletion works](concept-agent-identity-deletion.md).\n\n## Prerequisites\n\nTo delete and restore agent identity objects, you need:\n\n- [Agent ID Administrator](/entra/identity/role-based-access-control/permissions-reference#agent-id-administrator) to view and manage agent identity objects.\n- [Cloud Application Administrator](/entra/identity/role-based-access-control/permissions-reference#cloud-application-administrator) to delete the blueprint application and its service principal.\n- The `Application.ReadWrite.All` permission for Microsoft Graph API or Microsoft Entra PowerShell operations.\n- The `AgentIdentity.ReadWrite.All` permission to permanently delete soft-deleted agent identities.\n- Owners of an agent identity blueprint can delete agent identity objects associated with that blueprint without these roles.\n\n## Delete a blueprint\n\nDeleting agent identity objects isn't supported in the Microsoft Entra admin center. Use Microsoft Graph API or Microsoft Entra PowerShell to delete blueprints and agent identities.\n\nYou can delete the agent identity blueprint and blueprint principal separately. Deleting the app registration also deletes the principal. Deleting only the principal leaves the app registration in place.\n\n> [!NOTE]\n> Standard deletion is always soft deletion. Objects are moved to the recycle bin, but not immediately removed. Permanent deletion happens auto\n\n---\n\nHow many days can deleted agent identity objects be restored from the recycle bin?"},{"role":"assistant","content":"30 (per entra/agent-id/howto-delete-agent-identity.md)."}]} {"messages":[{"role":"system","content":"You are a Microsoft 365 administration assistant. Answer only from the provided documentation excerpts. If the excerpts do not contain the answer, reply with exactly: NOT IN DOCS"},{"role":"user","content":"[doc 1: intune/configmgr/develop/reference/core/servers/configure/sms_sitecontroldayschedule-server-wmi-class.md]\n# SMS_SiteControlDaySchedule Server WMI Class\nThe `SMS_SiteControlDaySchedule` Windows Management Instrumentation (WMI) class is an SMS Provider server class, in Configuration Manager, that represents usage information for each hour of the day.\n\n The following syntax is simplified from Managed Object Format (MOF) code and includes all inherited properties.\n\n## Syntax\n\n```\nClass SMS_SiteControlDaySchedule\n{\n Boolean Backup[24];\n UInt32 HourUsage[24];\n Boolean update;\n};\n```\n\n## Methods\n The `SMS_SiteControlDaySchedule` class does not define any methods.\n\n## Properties\n `Backup`\n Data type: `Boolean` Array\n\n Access type: Read/Write\n\n Qualifiers: None\n\n Array containing 24 elements, one for each hour of the day. A value of `true` indicates that the address (sender) embedding `SMS_SiteControlDaySchedule` can be used as a backup.\n\n `HourUsage`\n Data type: `UInt32` Array\n\n Access type: Read/Write\n\n Array containing 24 elements, one for each hour of the day. This property specifies the type of usage for each hour. Possible values are:\n\n|Value|Usage type|\n|-|-|\n|1|ALL_PRIORITY|\n|2|ALL_BUT_LOW|\n|3|HIGH_ONLY|\n|4|CLOSED|\n\n `update`\n Data type: `Boolean`\n\n Access type: Read/Write\n\n Qualifiers: None\n\n `true` if the usage data is saved when the parent address object is saved.\n\n## Remarks\n Class qualifiers for this class include:\n\n- Embedded\n\n For more information about both the class qualifiers and the property qualifiers included in the Properties section, see [Configuration Manager Class and Property Qualifiers](../../../../../develop/reference/misc/class-and-property-qualifiers.md).\n\n## Requirements\n\n## Runtime Requirements\n For more information, see [Configuration Manager Server Runtime Requirements](../../../../../develop/core/reqs/server-runtime-requirements.md).\n\n\n\n---\n\nHow many elements are contained in the `Backup` array of the `SMS_SiteControlDaySchedule` WMI class?"},{"role":"assistant","content":"24 (per intune/configmgr/develop/reference/core/servers/configure/sms_sitecontroldayschedule-server-wmi-class.md)."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-12-21."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2026-01-20, noncompliant\n- SURFACE-LARA: last sync 2026-07-31, noncompliant\n- LAPTOP-MILO: last sync 2025-11-20, noncompliant\n- DESKTOP-NADIA: last sync 2025-12-08, noncompliant\n- DESKTOP-OMAR: last sync 2026-12-11, unknown compliance\n- SURFACE-PRIYA: last sync 2026-07-09, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-12-21. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2026-01-20, which is 335 days ago -> candidate. SURFACE-LARA last synced 2026-07-31, which is 143 days ago -> not a candidate. LAPTOP-MILO last synced 2025-11-20, which is 396 days ago -> candidate. DESKTOP-NADIA last synced 2025-12-08, which is 378 days ago -> candidate. DESKTOP-OMAR last synced 2026-12-11, which is 10 days ago -> not a candidate. SURFACE-PRIYA last synced 2026-07-09, which is 165 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-KEMAL, LAPTOP-MILO, DESKTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-13."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2025-05-04, noncompliant\n- LAPTOP-LARA: last sync 2025-12-17, unknown compliance\n- TABLET-MILO: last sync 2025-07-08, unknown compliance\n- SURFACE-NADIA: last sync 2025-08-10, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-13. Threshold: 90 days without sync. LAPTOP-KEMAL last synced 2025-05-04, which is 313 days ago -> candidate. LAPTOP-LARA last synced 2025-12-17, which is 86 days ago -> not a candidate. TABLET-MILO last synced 2025-07-08, which is 248 days ago -> candidate. SURFACE-NADIA last synced 2025-08-10, which is 215 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): LAPTOP-KEMAL, TABLET-MILO, SURFACE-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-19."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-07-12, noncompliant\n- KIOSK-LARA: last sync 2025-06-30, noncompliant\n- KIOSK-MILO: last sync 2025-06-16, noncompliant\n- DESKTOP-NADIA: last sync 2025-09-26, unknown compliance\n- DESKTOP-OMAR: last sync 2025-08-12, compliant\n- LAPTOP-PRIYA: last sync 2025-08-16, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-19. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-07-12, which is 222 days ago -> candidate. KIOSK-LARA last synced 2025-06-30, which is 234 days ago -> candidate. KIOSK-MILO last synced 2025-06-16, which is 248 days ago -> candidate. DESKTOP-NADIA last synced 2025-09-26, which is 146 days ago -> not a candidate. DESKTOP-OMAR last synced 2025-08-12, which is 191 days ago -> candidate. LAPTOP-PRIYA last synced 2025-08-16, which is 187 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): TABLET-KEMAL, KIOSK-LARA, KIOSK-MILO, DESKTOP-OMAR, LAPTOP-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-05."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2025-08-05, compliant\n- TABLET-LARA: last sync 2025-03-31, compliant\n- KIOSK-MILO: last sync 2025-08-26, compliant\n- SURFACE-NADIA: last sync 2025-07-19, noncompliant\n- KIOSK-OMAR: last sync 2025-07-15, noncompliant\n- TABLET-PRIYA: last sync 2025-04-15, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-05. Threshold: 180 days without sync. SURFACE-KEMAL last synced 2025-08-05, which is 184 days ago -> candidate. TABLET-LARA last synced 2025-03-31, which is 311 days ago -> candidate. KIOSK-MILO last synced 2025-08-26, which is 163 days ago -> not a candidate. SURFACE-NADIA last synced 2025-07-19, which is 201 days ago -> candidate. KIOSK-OMAR last synced 2025-07-15, which is 205 days ago -> candidate. TABLET-PRIYA last synced 2025-04-15, which is 296 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): SURFACE-KEMAL, TABLET-LARA, SURFACE-NADIA, KIOSK-OMAR, TABLET-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-27."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-08-26, unknown compliance\n- PHONE-LARA: last sync 2026-02-02, compliant\n- TABLET-MILO: last sync 2025-07-26, unknown compliance\n- DESKTOP-NADIA: last sync 2025-08-29, noncompliant\n- TABLET-OMAR: last sync 2026-02-20, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-27. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2025-08-26, which is 185 days ago -> candidate. PHONE-LARA last synced 2026-02-02, which is 25 days ago -> not a candidate. TABLET-MILO last synced 2025-07-26, which is 216 days ago -> candidate. DESKTOP-NADIA last synced 2025-08-29, which is 182 days ago -> candidate. TABLET-OMAR last synced 2026-02-20, which is 7 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-KEMAL, TABLET-MILO, DESKTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-23."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-03-26, compliant\n- SURFACE-LARA: last sync 2025-06-23, compliant\n- KIOSK-MILO: last sync 2026-03-10, compliant\n- TABLET-NADIA: last sync 2026-03-01, compliant\n- TABLET-OMAR: last sync 2026-03-14, compliant\n- PHONE-PRIYA: last sync 2026-02-04, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-23. Threshold: 90 days without sync. DESKTOP-KEMAL last synced 2025-03-26, which is 362 days ago -> candidate. SURFACE-LARA last synced 2025-06-23, which is 273 days ago -> candidate. KIOSK-MILO last synced 2026-03-10, which is 13 days ago -> not a candidate. TABLET-NADIA last synced 2026-03-01, which is 22 days ago -> not a candidate. TABLET-OMAR last synced 2026-03-14, which is 9 days ago -> not a candidate. PHONE-PRIYA last synced 2026-02-04, which is 47 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): DESKTOP-KEMAL, SURFACE-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-09-13."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2026-03-08, unknown compliance\n- LAPTOP-LARA: last sync 2026-03-01, unknown compliance\n- LAPTOP-MILO: last sync 2026-07-03, compliant\n- PHONE-NADIA: last sync 2026-01-14, compliant\n- DESKTOP-OMAR: last sync 2025-10-11, noncompliant\n- SURFACE-PRIYA: last sync 2025-09-22, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-09-13. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2026-03-08, which is 189 days ago -> candidate. LAPTOP-LARA last synced 2026-03-01, which is 196 days ago -> candidate. LAPTOP-MILO last synced 2026-07-03, which is 72 days ago -> not a candidate. PHONE-NADIA last synced 2026-01-14, which is 242 days ago -> candidate. DESKTOP-OMAR last synced 2025-10-11, which is 337 days ago -> candidate. SURFACE-PRIYA last synced 2025-09-22, which is 356 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-KEMAL, LAPTOP-LARA, PHONE-NADIA, DESKTOP-OMAR, SURFACE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-20."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2026-02-10, noncompliant\n- KIOSK-LARA: last sync 2025-02-24, compliant\n- PHONE-MILO: last sync 2025-06-28, unknown compliance\n- LAPTOP-NADIA: last sync 2025-08-20, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-20. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2026-02-10, which is 10 days ago -> not a candidate. KIOSK-LARA last synced 2025-02-24, which is 361 days ago -> candidate. PHONE-MILO last synced 2025-06-28, which is 237 days ago -> candidate. LAPTOP-NADIA last synced 2025-08-20, which is 184 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-LARA, PHONE-MILO, LAPTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-25."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2025-03-10, unknown compliance\n- PHONE-LARA: last sync 2026-01-14, unknown compliance\n- PHONE-MILO: last sync 2026-01-11, compliant\n- PHONE-NADIA: last sync 2025-05-21, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-25. Threshold: 180 days without sync. PHONE-KEMAL last synced 2025-03-10, which is 380 days ago -> candidate. PHONE-LARA last synced 2026-01-14, which is 70 days ago -> not a candidate. PHONE-MILO last synced 2026-01-11, which is 73 days ago -> not a candidate. PHONE-NADIA last synced 2025-05-21, which is 308 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): PHONE-KEMAL, PHONE-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-09-04."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-06-30, compliant\n- TABLET-LARA: last sync 2026-03-24, noncompliant\n- DESKTOP-MILO: last sync 2025-10-31, unknown compliance\n- DESKTOP-NADIA: last sync 2026-08-13, compliant\n- PHONE-OMAR: last sync 2026-02-12, noncompliant\n- PHONE-PRIYA: last sync 2026-09-02, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-09-04. Threshold: 180 days without sync. LAPTOP-KEMAL last synced 2026-06-30, which is 66 days ago -> not a candidate. TABLET-LARA last synced 2026-03-24, which is 164 days ago -> not a candidate. DESKTOP-MILO last synced 2025-10-31, which is 308 days ago -> candidate. DESKTOP-NADIA last synced 2026-08-13, which is 22 days ago -> not a candidate. PHONE-OMAR last synced 2026-02-12, which is 204 days ago -> candidate. PHONE-PRIYA last synced 2026-09-02, which is 2 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-MILO, PHONE-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-11."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-04-29, unknown compliance\n- LAPTOP-LARA: last sync 2025-12-03, unknown compliance\n- PHONE-MILO: last sync 2026-01-20, noncompliant\n- LAPTOP-NADIA: last sync 2026-04-03, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-11. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-04-29, which is 347 days ago -> candidate. LAPTOP-LARA last synced 2025-12-03, which is 129 days ago -> not a candidate. PHONE-MILO last synced 2026-01-20, which is 81 days ago -> not a candidate. LAPTOP-NADIA last synced 2026-04-03, which is 8 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): TABLET-KEMAL."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-12-02."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-12-12, unknown compliance\n- KIOSK-LARA: last sync 2026-06-27, unknown compliance\n- KIOSK-MILO: last sync 2026-10-04, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-12-02. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2025-12-12, which is 355 days ago -> candidate. KIOSK-LARA last synced 2026-06-27, which is 158 days ago -> candidate. KIOSK-MILO last synced 2026-10-04, which is 59 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-KEMAL, KIOSK-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-24."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2025-04-10, compliant\n- KIOSK-LARA: last sync 2025-04-11, noncompliant\n- SURFACE-MILO: last sync 2025-02-06, noncompliant\n- TABLET-NADIA: last sync 2025-08-09, noncompliant\n- TABLET-OMAR: last sync 2025-06-12, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-24. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2025-04-10, which is 320 days ago -> candidate. KIOSK-LARA last synced 2025-04-11, which is 319 days ago -> candidate. SURFACE-MILO last synced 2025-02-06, which is 383 days ago -> candidate. TABLET-NADIA last synced 2025-08-09, which is 199 days ago -> candidate. TABLET-OMAR last synced 2025-06-12, which is 257 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): SURFACE-KEMAL, KIOSK-LARA, SURFACE-MILO, TABLET-NADIA, TABLET-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-03."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2026-01-23, noncompliant\n- KIOSK-LARA: last sync 2025-04-24, noncompliant\n- LAPTOP-MILO: last sync 2026-01-20, noncompliant\n- LAPTOP-NADIA: last sync 2025-05-18, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-03. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2026-01-23, which is 70 days ago -> not a candidate. KIOSK-LARA last synced 2025-04-24, which is 344 days ago -> candidate. LAPTOP-MILO last synced 2026-01-20, which is 73 days ago -> not a candidate. LAPTOP-NADIA last synced 2025-05-18, which is 320 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): KIOSK-LARA, LAPTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-06."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2026-01-29, unknown compliance\n- KIOSK-LARA: last sync 2026-01-27, compliant\n- SURFACE-MILO: last sync 2025-09-20, unknown compliance\n- SURFACE-NADIA: last sync 2025-06-27, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-06. Threshold: 120 days without sync. PHONE-KEMAL last synced 2026-01-29, which is 8 days ago -> not a candidate. KIOSK-LARA last synced 2026-01-27, which is 10 days ago -> not a candidate. SURFACE-MILO last synced 2025-09-20, which is 139 days ago -> candidate. SURFACE-NADIA last synced 2025-06-27, which is 224 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): SURFACE-MILO, SURFACE-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-01-13."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2024-12-23, unknown compliance\n- LAPTOP-LARA: last sync 2024-12-22, unknown compliance\n- SURFACE-MILO: last sync 2025-09-09, unknown compliance\n- DESKTOP-NADIA: last sync 2025-08-17, compliant\n- TABLET-OMAR: last sync 2025-03-15, unknown compliance\n- PHONE-PRIYA: last sync 2025-12-15, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-01-13. Threshold: 180 days without sync. TABLET-KEMAL last synced 2024-12-23, which is 386 days ago -> candidate. LAPTOP-LARA last synced 2024-12-22, which is 387 days ago -> candidate. SURFACE-MILO last synced 2025-09-09, which is 126 days ago -> not a candidate. DESKTOP-NADIA last synced 2025-08-17, which is 149 days ago -> not a candidate. TABLET-OMAR last synced 2025-03-15, which is 304 days ago -> candidate. PHONE-PRIYA last synced 2025-12-15, which is 29 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): TABLET-KEMAL, LAPTOP-LARA, TABLET-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-06-24."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-07-09, noncompliant\n- SURFACE-LARA: last sync 2026-04-14, unknown compliance\n- TABLET-MILO: last sync 2025-07-29, unknown compliance\n- KIOSK-NADIA: last sync 2025-07-28, unknown compliance\n- LAPTOP-OMAR: last sync 2025-08-23, unknown compliance\n- LAPTOP-PRIYA: last sync 2025-12-01, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-06-24. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-07-09, which is 350 days ago -> candidate. SURFACE-LARA last synced 2026-04-14, which is 71 days ago -> not a candidate. TABLET-MILO last synced 2025-07-29, which is 330 days ago -> candidate. KIOSK-NADIA last synced 2025-07-28, which is 331 days ago -> candidate. LAPTOP-OMAR last synced 2025-08-23, which is 305 days ago -> candidate. LAPTOP-PRIYA last synced 2025-12-01, which is 205 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): TABLET-KEMAL, TABLET-MILO, KIOSK-NADIA, LAPTOP-OMAR, LAPTOP-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-11-18."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2026-08-16, unknown compliance\n- DESKTOP-LARA: last sync 2026-03-11, unknown compliance\n- LAPTOP-MILO: last sync 2026-08-28, compliant\n- DESKTOP-NADIA: last sync 2026-08-23, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-11-18. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2026-08-16, which is 94 days ago -> not a candidate. DESKTOP-LARA last synced 2026-03-11, which is 252 days ago -> candidate. LAPTOP-MILO last synced 2026-08-28, which is 82 days ago -> not a candidate. DESKTOP-NADIA last synced 2026-08-23, which is 87 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-01."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2025-02-17, compliant\n- LAPTOP-LARA: last sync 2025-12-15, noncompliant\n- PHONE-MILO: last sync 2025-10-16, compliant\n- SURFACE-NADIA: last sync 2025-10-24, noncompliant\n- LAPTOP-OMAR: last sync 2025-09-07, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-01. Threshold: 90 days without sync. LAPTOP-KEMAL last synced 2025-02-17, which is 349 days ago -> candidate. LAPTOP-LARA last synced 2025-12-15, which is 48 days ago -> not a candidate. PHONE-MILO last synced 2025-10-16, which is 108 days ago -> candidate. SURFACE-NADIA last synced 2025-10-24, which is 100 days ago -> candidate. LAPTOP-OMAR last synced 2025-09-07, which is 147 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): LAPTOP-KEMAL, PHONE-MILO, SURFACE-NADIA, LAPTOP-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-05."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2026-01-01, compliant\n- LAPTOP-LARA: last sync 2025-07-04, compliant\n- DESKTOP-MILO: last sync 2025-11-26, compliant\n- TABLET-NADIA: last sync 2026-02-14, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-05. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2026-01-01, which is 63 days ago -> not a candidate. LAPTOP-LARA last synced 2025-07-04, which is 244 days ago -> candidate. DESKTOP-MILO last synced 2025-11-26, which is 99 days ago -> candidate. TABLET-NADIA last synced 2026-02-14, which is 19 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): LAPTOP-LARA, DESKTOP-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-09."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2026-01-09, compliant\n- LAPTOP-LARA: last sync 2025-06-25, unknown compliance\n- DESKTOP-MILO: last sync 2025-02-03, unknown compliance\n- KIOSK-NADIA: last sync 2026-02-03, unknown compliance\n- TABLET-OMAR: last sync 2026-01-30, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-09. Threshold: 180 days without sync. PHONE-KEMAL last synced 2026-01-09, which is 59 days ago -> not a candidate. LAPTOP-LARA last synced 2025-06-25, which is 257 days ago -> candidate. DESKTOP-MILO last synced 2025-02-03, which is 399 days ago -> candidate. KIOSK-NADIA last synced 2026-02-03, which is 34 days ago -> not a candidate. TABLET-OMAR last synced 2026-01-30, which is 38 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): LAPTOP-LARA, DESKTOP-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-06-23."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2025-08-23, unknown compliance\n- DESKTOP-LARA: last sync 2026-02-19, compliant\n- DESKTOP-MILO: last sync 2026-04-04, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-06-23. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2025-08-23, which is 304 days ago -> candidate. DESKTOP-LARA last synced 2026-02-19, which is 124 days ago -> candidate. DESKTOP-MILO last synced 2026-04-04, which is 80 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): SURFACE-KEMAL, DESKTOP-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-10-14."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2026-05-23, compliant\n- TABLET-LARA: last sync 2025-09-24, unknown compliance\n- PHONE-MILO: last sync 2026-06-27, unknown compliance\n- SURFACE-NADIA: last sync 2026-07-27, unknown compliance\n- PHONE-OMAR: last sync 2026-06-24, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-10-14. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2026-05-23, which is 144 days ago -> candidate. TABLET-LARA last synced 2025-09-24, which is 385 days ago -> candidate. PHONE-MILO last synced 2026-06-27, which is 109 days ago -> candidate. SURFACE-NADIA last synced 2026-07-27, which is 79 days ago -> not a candidate. PHONE-OMAR last synced 2026-06-24, which is 112 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): SURFACE-KEMAL, TABLET-LARA, PHONE-MILO, PHONE-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-07-02."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-06-18, noncompliant\n- LAPTOP-LARA: last sync 2026-06-09, noncompliant\n- DESKTOP-MILO: last sync 2026-06-11, noncompliant\n- PHONE-NADIA: last sync 2025-08-20, noncompliant\n- TABLET-OMAR: last sync 2026-03-16, compliant\n- PHONE-PRIYA: last sync 2026-01-11, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-07-02. Threshold: 180 days without sync. LAPTOP-KEMAL last synced 2026-06-18, which is 14 days ago -> not a candidate. LAPTOP-LARA last synced 2026-06-09, which is 23 days ago -> not a candidate. DESKTOP-MILO last synced 2026-06-11, which is 21 days ago -> not a candidate. PHONE-NADIA last synced 2025-08-20, which is 316 days ago -> candidate. TABLET-OMAR last synced 2026-03-16, which is 108 days ago -> not a candidate. PHONE-PRIYA last synced 2026-01-11, which is 172 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): PHONE-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-07."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-08-04, noncompliant\n- DESKTOP-LARA: last sync 2025-08-14, compliant\n- DESKTOP-MILO: last sync 2025-06-20, compliant\n- LAPTOP-NADIA: last sync 2025-08-31, unknown compliance\n- PHONE-OMAR: last sync 2026-01-08, noncompliant\n- KIOSK-PRIYA: last sync 2025-03-14, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-07. Threshold: 120 days without sync. DESKTOP-KEMAL last synced 2025-08-04, which is 246 days ago -> candidate. DESKTOP-LARA last synced 2025-08-14, which is 236 days ago -> candidate. DESKTOP-MILO last synced 2025-06-20, which is 291 days ago -> candidate. LAPTOP-NADIA last synced 2025-08-31, which is 219 days ago -> candidate. PHONE-OMAR last synced 2026-01-08, which is 89 days ago -> not a candidate. KIOSK-PRIYA last synced 2025-03-14, which is 389 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): DESKTOP-KEMAL, DESKTOP-LARA, DESKTOP-MILO, LAPTOP-NADIA, KIOSK-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-11-01."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-02-15, noncompliant\n- SURFACE-LARA: last sync 2026-09-08, compliant\n- TABLET-MILO: last sync 2026-01-13, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-11-01. Threshold: 90 days without sync. LAPTOP-KEMAL last synced 2026-02-15, which is 259 days ago -> candidate. SURFACE-LARA last synced 2026-09-08, which is 54 days ago -> not a candidate. TABLET-MILO last synced 2026-01-13, which is 292 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): LAPTOP-KEMAL, TABLET-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-09-20."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-03-19, noncompliant\n- PHONE-LARA: last sync 2026-09-01, compliant\n- TABLET-MILO: last sync 2026-07-13, compliant\n- SURFACE-NADIA: last sync 2025-10-18, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-09-20. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2026-03-19, which is 185 days ago -> candidate. PHONE-LARA last synced 2026-09-01, which is 19 days ago -> not a candidate. TABLET-MILO last synced 2026-07-13, which is 69 days ago -> not a candidate. SURFACE-NADIA last synced 2025-10-18, which is 337 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-KEMAL, SURFACE-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-12-14."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-11-17, unknown compliance\n- PHONE-LARA: last sync 2026-09-14, noncompliant\n- KIOSK-MILO: last sync 2026-11-15, compliant\n- TABLET-NADIA: last sync 2026-04-02, noncompliant\n- KIOSK-OMAR: last sync 2026-07-22, compliant\n- PHONE-PRIYA: last sync 2026-02-04, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-12-14. Threshold: 120 days without sync. TABLET-KEMAL last synced 2025-11-17, which is 392 days ago -> candidate. PHONE-LARA last synced 2026-09-14, which is 91 days ago -> not a candidate. KIOSK-MILO last synced 2026-11-15, which is 29 days ago -> not a candidate. TABLET-NADIA last synced 2026-04-02, which is 256 days ago -> candidate. KIOSK-OMAR last synced 2026-07-22, which is 145 days ago -> candidate. PHONE-PRIYA last synced 2026-02-04, which is 313 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-KEMAL, TABLET-NADIA, KIOSK-OMAR, PHONE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-12."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-10-27, unknown compliance\n- SURFACE-LARA: last sync 2026-03-18, noncompliant\n- DESKTOP-MILO: last sync 2025-10-17, unknown compliance\n- TABLET-NADIA: last sync 2026-02-14, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-12. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-10-27, which is 167 days ago -> not a candidate. SURFACE-LARA last synced 2026-03-18, which is 25 days ago -> not a candidate. DESKTOP-MILO last synced 2025-10-17, which is 177 days ago -> not a candidate. TABLET-NADIA last synced 2026-02-14, which is 57 days ago -> not a candidate.","content":"No device meets the 180-day threshold; there are no retirement-review candidates."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-14."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2026-02-02, noncompliant\n- LAPTOP-LARA: last sync 2025-05-03, unknown compliance\n- TABLET-MILO: last sync 2025-04-06, unknown compliance\n- KIOSK-NADIA: last sync 2025-08-12, noncompliant\n- DESKTOP-OMAR: last sync 2026-01-28, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-14. Threshold: 120 days without sync. DESKTOP-KEMAL last synced 2026-02-02, which is 12 days ago -> not a candidate. LAPTOP-LARA last synced 2025-05-03, which is 287 days ago -> candidate. TABLET-MILO last synced 2025-04-06, which is 314 days ago -> candidate. KIOSK-NADIA last synced 2025-08-12, which is 186 days ago -> candidate. DESKTOP-OMAR last synced 2026-01-28, which is 17 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-LARA, TABLET-MILO, KIOSK-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-22."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2026-03-26, noncompliant\n- DESKTOP-LARA: last sync 2026-02-27, unknown compliance\n- PHONE-MILO: last sync 2026-04-13, noncompliant\n- KIOSK-NADIA: last sync 2026-01-31, compliant\n- TABLET-OMAR: last sync 2026-01-16, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-22. Threshold: 180 days without sync. PHONE-KEMAL last synced 2026-03-26, which is 27 days ago -> not a candidate. DESKTOP-LARA last synced 2026-02-27, which is 54 days ago -> not a candidate. PHONE-MILO last synced 2026-04-13, which is 9 days ago -> not a candidate. KIOSK-NADIA last synced 2026-01-31, which is 81 days ago -> not a candidate. TABLET-OMAR last synced 2026-01-16, which is 96 days ago -> not a candidate.","content":"No device meets the 180-day threshold; there are no retirement-review candidates."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-01-25."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-10-06, compliant\n- TABLET-LARA: last sync 2025-09-22, unknown compliance\n- SURFACE-MILO: last sync 2025-09-12, compliant\n- KIOSK-NADIA: last sync 2025-11-03, compliant\n- DESKTOP-OMAR: last sync 2025-09-05, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-01-25. Threshold: 120 days without sync. KIOSK-KEMAL last synced 2025-10-06, which is 111 days ago -> not a candidate. TABLET-LARA last synced 2025-09-22, which is 125 days ago -> candidate. SURFACE-MILO last synced 2025-09-12, which is 135 days ago -> candidate. KIOSK-NADIA last synced 2025-11-03, which is 83 days ago -> not a candidate. DESKTOP-OMAR last synced 2025-09-05, which is 142 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-LARA, SURFACE-MILO, DESKTOP-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-09-19."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2025-10-26, compliant\n- KIOSK-LARA: last sync 2026-04-09, unknown compliance\n- SURFACE-MILO: last sync 2025-12-27, noncompliant\n- LAPTOP-NADIA: last sync 2026-06-27, noncompliant\n- LAPTOP-OMAR: last sync 2026-04-18, compliant\n- PHONE-PRIYA: last sync 2026-01-29, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-09-19. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2025-10-26, which is 328 days ago -> candidate. KIOSK-LARA last synced 2026-04-09, which is 163 days ago -> candidate. SURFACE-MILO last synced 2025-12-27, which is 266 days ago -> candidate. LAPTOP-NADIA last synced 2026-06-27, which is 84 days ago -> not a candidate. LAPTOP-OMAR last synced 2026-04-18, which is 154 days ago -> candidate. PHONE-PRIYA last synced 2026-01-29, which is 233 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): SURFACE-KEMAL, KIOSK-LARA, SURFACE-MILO, LAPTOP-OMAR, PHONE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-08-09."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-05-09, noncompliant\n- PHONE-LARA: last sync 2025-11-03, compliant\n- KIOSK-MILO: last sync 2025-07-28, unknown compliance\n- DESKTOP-NADIA: last sync 2025-08-29, unknown compliance\n- DESKTOP-OMAR: last sync 2026-07-23, unknown compliance\n- KIOSK-PRIYA: last sync 2025-08-21, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-08-09. Threshold: 90 days without sync. LAPTOP-KEMAL last synced 2026-05-09, which is 92 days ago -> candidate. PHONE-LARA last synced 2025-11-03, which is 279 days ago -> candidate. KIOSK-MILO last synced 2025-07-28, which is 377 days ago -> candidate. DESKTOP-NADIA last synced 2025-08-29, which is 345 days ago -> candidate. DESKTOP-OMAR last synced 2026-07-23, which is 17 days ago -> not a candidate. KIOSK-PRIYA last synced 2025-08-21, which is 353 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): LAPTOP-KEMAL, PHONE-LARA, KIOSK-MILO, DESKTOP-NADIA, KIOSK-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-06-06."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-05-25, unknown compliance\n- TABLET-LARA: last sync 2025-05-09, unknown compliance\n- KIOSK-MILO: last sync 2026-05-03, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-06-06. Threshold: 120 days without sync. TABLET-KEMAL last synced 2025-05-25, which is 377 days ago -> candidate. TABLET-LARA last synced 2025-05-09, which is 393 days ago -> candidate. KIOSK-MILO last synced 2026-05-03, which is 34 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-KEMAL, TABLET-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-19."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2026-03-12, noncompliant\n- PHONE-LARA: last sync 2025-08-18, unknown compliance\n- KIOSK-MILO: last sync 2025-09-21, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-19. Threshold: 180 days without sync. PHONE-KEMAL last synced 2026-03-12, which is 7 days ago -> not a candidate. PHONE-LARA last synced 2025-08-18, which is 213 days ago -> candidate. KIOSK-MILO last synced 2025-09-21, which is 179 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): PHONE-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-01-22."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-10-04, compliant\n- LAPTOP-LARA: last sync 2025-12-28, compliant\n- PHONE-MILO: last sync 2025-07-08, compliant\n- PHONE-NADIA: last sync 2025-09-27, unknown compliance\n- PHONE-OMAR: last sync 2025-02-06, unknown compliance\n- DESKTOP-PRIYA: last sync 2025-06-01, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-01-22. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-10-04, which is 110 days ago -> not a candidate. LAPTOP-LARA last synced 2025-12-28, which is 25 days ago -> not a candidate. PHONE-MILO last synced 2025-07-08, which is 198 days ago -> candidate. PHONE-NADIA last synced 2025-09-27, which is 117 days ago -> not a candidate. PHONE-OMAR last synced 2025-02-06, which is 350 days ago -> candidate. DESKTOP-PRIYA last synced 2025-06-01, which is 235 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): PHONE-MILO, PHONE-OMAR, DESKTOP-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-18."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-02-12, compliant\n- KIOSK-LARA: last sync 2026-02-04, compliant\n- DESKTOP-MILO: last sync 2025-02-06, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-18. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2025-02-12, which is 371 days ago -> candidate. KIOSK-LARA last synced 2026-02-04, which is 14 days ago -> not a candidate. DESKTOP-MILO last synced 2025-02-06, which is 377 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-KEMAL, DESKTOP-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-11."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-06-19, unknown compliance\n- TABLET-LARA: last sync 2025-03-21, compliant\n- LAPTOP-MILO: last sync 2026-01-20, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-11. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2025-06-19, which is 237 days ago -> candidate. TABLET-LARA last synced 2025-03-21, which is 327 days ago -> candidate. LAPTOP-MILO last synced 2026-01-20, which is 22 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-KEMAL, TABLET-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-12-18."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-07-02, noncompliant\n- TABLET-LARA: last sync 2026-12-02, noncompliant\n- SURFACE-MILO: last sync 2026-09-18, unknown compliance\n- KIOSK-NADIA: last sync 2026-01-17, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-12-18. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2026-07-02, which is 169 days ago -> candidate. TABLET-LARA last synced 2026-12-02, which is 16 days ago -> not a candidate. SURFACE-MILO last synced 2026-09-18, which is 91 days ago -> not a candidate. KIOSK-NADIA last synced 2026-01-17, which is 335 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-KEMAL, KIOSK-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-04."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-06-21, noncompliant\n- PHONE-LARA: last sync 2025-03-20, unknown compliance\n- DESKTOP-MILO: last sync 2025-04-03, compliant\n- DESKTOP-NADIA: last sync 2025-05-24, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-04. Threshold: 120 days without sync. TABLET-KEMAL last synced 2025-06-21, which is 256 days ago -> candidate. PHONE-LARA last synced 2025-03-20, which is 349 days ago -> candidate. DESKTOP-MILO last synced 2025-04-03, which is 335 days ago -> candidate. DESKTOP-NADIA last synced 2025-05-24, which is 284 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-KEMAL, PHONE-LARA, DESKTOP-MILO, DESKTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-02-02."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-01-31, compliant\n- LAPTOP-LARA: last sync 2025-09-20, noncompliant\n- TABLET-MILO: last sync 2025-08-10, compliant\n- TABLET-NADIA: last sync 2025-08-12, unknown compliance\n- TABLET-OMAR: last sync 2025-11-05, compliant\n- DESKTOP-PRIYA: last sync 2025-04-09, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-02-02. Threshold: 90 days without sync. DESKTOP-KEMAL last synced 2025-01-31, which is 367 days ago -> candidate. LAPTOP-LARA last synced 2025-09-20, which is 135 days ago -> candidate. TABLET-MILO last synced 2025-08-10, which is 176 days ago -> candidate. TABLET-NADIA last synced 2025-08-12, which is 174 days ago -> candidate. TABLET-OMAR last synced 2025-11-05, which is 89 days ago -> not a candidate. DESKTOP-PRIYA last synced 2025-04-09, which is 299 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): DESKTOP-KEMAL, LAPTOP-LARA, TABLET-MILO, TABLET-NADIA, DESKTOP-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-19."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-02-10, compliant\n- KIOSK-LARA: last sync 2025-05-27, noncompliant\n- SURFACE-MILO: last sync 2025-06-09, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-19. Threshold: 90 days without sync. LAPTOP-KEMAL last synced 2026-02-10, which is 68 days ago -> not a candidate. KIOSK-LARA last synced 2025-05-27, which is 327 days ago -> candidate. SURFACE-MILO last synced 2025-06-09, which is 314 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-LARA, SURFACE-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-07."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-12-26, noncompliant\n- KIOSK-LARA: last sync 2025-10-27, compliant\n- LAPTOP-MILO: last sync 2026-01-02, noncompliant\n- PHONE-NADIA: last sync 2025-06-12, compliant\n- DESKTOP-OMAR: last sync 2025-10-18, unknown compliance\n- PHONE-PRIYA: last sync 2025-03-23, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-07. Threshold: 180 days without sync. TABLET-KEMAL last synced 2025-12-26, which is 71 days ago -> not a candidate. KIOSK-LARA last synced 2025-10-27, which is 131 days ago -> not a candidate. LAPTOP-MILO last synced 2026-01-02, which is 64 days ago -> not a candidate. PHONE-NADIA last synced 2025-06-12, which is 268 days ago -> candidate. DESKTOP-OMAR last synced 2025-10-18, which is 140 days ago -> not a candidate. PHONE-PRIYA last synced 2025-03-23, which is 349 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 180 days): PHONE-NADIA, PHONE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-12-16."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2026-02-10, unknown compliance\n- KIOSK-LARA: last sync 2026-03-26, unknown compliance\n- KIOSK-MILO: last sync 2026-04-26, compliant\n- SURFACE-NADIA: last sync 2026-11-30, compliant\n- SURFACE-OMAR: last sync 2026-05-23, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-12-16. Threshold: 90 days without sync. TABLET-KEMAL last synced 2026-02-10, which is 309 days ago -> candidate. KIOSK-LARA last synced 2026-03-26, which is 265 days ago -> candidate. KIOSK-MILO last synced 2026-04-26, which is 234 days ago -> candidate. SURFACE-NADIA last synced 2026-11-30, which is 16 days ago -> not a candidate. SURFACE-OMAR last synced 2026-05-23, which is 207 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): TABLET-KEMAL, KIOSK-LARA, KIOSK-MILO, SURFACE-OMAR."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-01-14."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- PHONE-KEMAL: last sync 2025-07-19, compliant\n- TABLET-LARA: last sync 2025-12-11, unknown compliance\n- TABLET-MILO: last sync 2025-01-13, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-01-14. Threshold: 90 days without sync. PHONE-KEMAL last synced 2025-07-19, which is 179 days ago -> candidate. TABLET-LARA last synced 2025-12-11, which is 34 days ago -> not a candidate. TABLET-MILO last synced 2025-01-13, which is 366 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): PHONE-KEMAL, TABLET-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-08-01."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2026-01-22, compliant\n- PHONE-LARA: last sync 2026-04-22, noncompliant\n- LAPTOP-MILO: last sync 2025-11-23, noncompliant\n- TABLET-NADIA: last sync 2025-08-19, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-08-01. Threshold: 120 days without sync. TABLET-KEMAL last synced 2026-01-22, which is 191 days ago -> candidate. PHONE-LARA last synced 2026-04-22, which is 101 days ago -> not a candidate. LAPTOP-MILO last synced 2025-11-23, which is 251 days ago -> candidate. TABLET-NADIA last synced 2025-08-19, which is 347 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-KEMAL, LAPTOP-MILO, TABLET-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-05-21."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-12-27, compliant\n- TABLET-LARA: last sync 2025-11-06, unknown compliance\n- KIOSK-MILO: last sync 2025-11-07, compliant\n- KIOSK-NADIA: last sync 2025-12-28, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-05-21. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2025-12-27, which is 145 days ago -> candidate. TABLET-LARA last synced 2025-11-06, which is 196 days ago -> candidate. KIOSK-MILO last synced 2025-11-07, which is 195 days ago -> candidate. KIOSK-NADIA last synced 2025-12-28, which is 144 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-KEMAL, TABLET-LARA, KIOSK-MILO, KIOSK-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-15."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2025-05-05, compliant\n- SURFACE-LARA: last sync 2025-03-18, compliant\n- TABLET-MILO: last sync 2025-08-24, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-15. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2025-05-05, which is 345 days ago -> candidate. SURFACE-LARA last synced 2025-03-18, which is 393 days ago -> candidate. TABLET-MILO last synced 2025-08-24, which is 234 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-KEMAL, SURFACE-LARA, TABLET-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-27."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-06-27, compliant\n- LAPTOP-LARA: last sync 2025-11-15, unknown compliance\n- KIOSK-MILO: last sync 2025-06-05, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-27. Threshold: 90 days without sync. DESKTOP-KEMAL last synced 2025-06-27, which is 304 days ago -> candidate. LAPTOP-LARA last synced 2025-11-15, which is 163 days ago -> candidate. KIOSK-MILO last synced 2025-06-05, which is 326 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): DESKTOP-KEMAL, LAPTOP-LARA, KIOSK-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-11-22."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2026-01-19, noncompliant\n- TABLET-LARA: last sync 2026-08-26, unknown compliance\n- PHONE-MILO: last sync 2026-01-30, compliant\n- DESKTOP-NADIA: last sync 2025-11-05, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-11-22. Threshold: 90 days without sync. KIOSK-KEMAL last synced 2026-01-19, which is 307 days ago -> candidate. TABLET-LARA last synced 2026-08-26, which is 88 days ago -> not a candidate. PHONE-MILO last synced 2026-01-30, which is 296 days ago -> candidate. DESKTOP-NADIA last synced 2025-11-05, which is 382 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): KIOSK-KEMAL, PHONE-MILO, DESKTOP-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-07-23."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2026-01-18, unknown compliance\n- SURFACE-LARA: last sync 2025-11-03, compliant\n- DESKTOP-MILO: last sync 2026-02-03, unknown compliance\n- KIOSK-NADIA: last sync 2026-04-19, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-07-23. Threshold: 90 days without sync. SURFACE-KEMAL last synced 2026-01-18, which is 186 days ago -> candidate. SURFACE-LARA last synced 2025-11-03, which is 262 days ago -> candidate. DESKTOP-MILO last synced 2026-02-03, which is 170 days ago -> candidate. KIOSK-NADIA last synced 2026-04-19, which is 95 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): SURFACE-KEMAL, SURFACE-LARA, DESKTOP-MILO, KIOSK-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-10-27."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-02-16, unknown compliance\n- DESKTOP-LARA: last sync 2026-07-16, unknown compliance\n- PHONE-MILO: last sync 2026-09-11, noncompliant\n- PHONE-NADIA: last sync 2026-09-17, noncompliant\n- TABLET-OMAR: last sync 2026-07-08, unknown compliance\n- KIOSK-PRIYA: last sync 2026-07-20, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-10-27. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2026-02-16, which is 253 days ago -> candidate. DESKTOP-LARA last synced 2026-07-16, which is 103 days ago -> not a candidate. PHONE-MILO last synced 2026-09-11, which is 46 days ago -> not a candidate. PHONE-NADIA last synced 2026-09-17, which is 40 days ago -> not a candidate. TABLET-OMAR last synced 2026-07-08, which is 111 days ago -> not a candidate. KIOSK-PRIYA last synced 2026-07-20, which is 99 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-KEMAL."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-03-16."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2025-10-28, noncompliant\n- LAPTOP-LARA: last sync 2025-02-10, noncompliant\n- PHONE-MILO: last sync 2025-02-17, compliant\n- LAPTOP-NADIA: last sync 2025-07-26, unknown compliance\n- KIOSK-OMAR: last sync 2025-11-12, unknown compliance\n- SURFACE-PRIYA: last sync 2025-04-25, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 90 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-03-16. Threshold: 90 days without sync. TABLET-KEMAL last synced 2025-10-28, which is 139 days ago -> candidate. LAPTOP-LARA last synced 2025-02-10, which is 399 days ago -> candidate. PHONE-MILO last synced 2025-02-17, which is 392 days ago -> candidate. LAPTOP-NADIA last synced 2025-07-26, which is 233 days ago -> candidate. KIOSK-OMAR last synced 2025-11-12, which is 124 days ago -> candidate. SURFACE-PRIYA last synced 2025-04-25, which is 325 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 90 days): TABLET-KEMAL, LAPTOP-LARA, PHONE-MILO, LAPTOP-NADIA, KIOSK-OMAR, SURFACE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-01-18."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2025-03-16, compliant\n- DESKTOP-LARA: last sync 2025-04-15, noncompliant\n- TABLET-MILO: last sync 2025-09-02, unknown compliance\n- TABLET-NADIA: last sync 2025-08-21, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-01-18. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2025-03-16, which is 308 days ago -> candidate. DESKTOP-LARA last synced 2025-04-15, which is 278 days ago -> candidate. TABLET-MILO last synced 2025-09-02, which is 138 days ago -> candidate. TABLET-NADIA last synced 2025-08-21, which is 150 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-KEMAL, DESKTOP-LARA, TABLET-MILO, TABLET-NADIA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-07-13."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- KIOSK-KEMAL: last sync 2025-10-05, compliant\n- DESKTOP-LARA: last sync 2025-08-18, unknown compliance\n- PHONE-MILO: last sync 2025-12-29, noncompliant\n- DESKTOP-NADIA: last sync 2026-05-03, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-07-13. Threshold: 120 days without sync. KIOSK-KEMAL last synced 2025-10-05, which is 281 days ago -> candidate. DESKTOP-LARA last synced 2025-08-18, which is 329 days ago -> candidate. PHONE-MILO last synced 2025-12-29, which is 196 days ago -> candidate. DESKTOP-NADIA last synced 2026-05-03, which is 71 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 120 days): KIOSK-KEMAL, DESKTOP-LARA, PHONE-MILO."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-04-07."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- DESKTOP-KEMAL: last sync 2025-05-22, noncompliant\n- SURFACE-LARA: last sync 2025-10-20, unknown compliance\n- KIOSK-MILO: last sync 2025-10-14, noncompliant\n\nA device is a retirement-review candidate when it has not synced for at least 180 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-04-07. Threshold: 180 days without sync. DESKTOP-KEMAL last synced 2025-05-22, which is 320 days ago -> candidate. SURFACE-LARA last synced 2025-10-20, which is 169 days ago -> not a candidate. KIOSK-MILO last synced 2025-10-14, which is 175 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 180 days): DESKTOP-KEMAL."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-07-08."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- SURFACE-KEMAL: last sync 2026-03-25, unknown compliance\n- LAPTOP-LARA: last sync 2026-03-24, compliant\n- SURFACE-MILO: last sync 2026-06-06, noncompliant\n- TABLET-NADIA: last sync 2026-05-14, compliant\n- TABLET-OMAR: last sync 2025-10-25, noncompliant\n- SURFACE-PRIYA: last sync 2025-08-12, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-07-08. Threshold: 120 days without sync. SURFACE-KEMAL last synced 2026-03-25, which is 105 days ago -> not a candidate. LAPTOP-LARA last synced 2026-03-24, which is 106 days ago -> not a candidate. SURFACE-MILO last synced 2026-06-06, which is 32 days ago -> not a candidate. TABLET-NADIA last synced 2026-05-14, which is 55 days ago -> not a candidate. TABLET-OMAR last synced 2025-10-25, which is 256 days ago -> candidate. SURFACE-PRIYA last synced 2025-08-12, which is 330 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-OMAR, SURFACE-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-05-18."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- LAPTOP-KEMAL: last sync 2026-03-13, unknown compliance\n- LAPTOP-LARA: last sync 2025-11-07, noncompliant\n- DESKTOP-MILO: last sync 2026-04-20, compliant\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-05-18. Threshold: 120 days without sync. LAPTOP-KEMAL last synced 2026-03-13, which is 66 days ago -> not a candidate. LAPTOP-LARA last synced 2025-11-07, which is 192 days ago -> candidate. DESKTOP-MILO last synced 2026-04-20, which is 28 days ago -> not a candidate.","content":"Retirement-review candidates (no sync for at least 120 days): LAPTOP-LARA."}]} {"messages":[{"role":"system","content":"You are an Intune device hygiene reviewer. Be factual and conservative. Today's date is 2026-07-01."},{"role":"user","content":"These are managed devices with their last Intune sync dates:\n- TABLET-KEMAL: last sync 2026-01-27, compliant\n- KIOSK-LARA: last sync 2026-01-06, unknown compliance\n- DESKTOP-MILO: last sync 2025-10-01, compliant\n- DESKTOP-NADIA: last sync 2025-06-19, noncompliant\n- KIOSK-OMAR: last sync 2025-12-22, compliant\n- DESKTOP-PRIYA: last sync 2025-08-06, unknown compliance\n\nA device is a retirement-review candidate when it has not synced for at least 120 days. List only the retirement-review candidates by device name."},{"role":"assistant","thinking":"Today is 2026-07-01. Threshold: 120 days without sync. TABLET-KEMAL last synced 2026-01-27, which is 155 days ago -> candidate. KIOSK-LARA last synced 2026-01-06, which is 176 days ago -> candidate. DESKTOP-MILO last synced 2025-10-01, which is 273 days ago -> candidate. DESKTOP-NADIA last synced 2025-06-19, which is 377 days ago -> candidate. KIOSK-OMAR last synced 2025-12-22, which is 191 days ago -> candidate. DESKTOP-PRIYA last synced 2025-08-06, which is 329 days ago -> candidate.","content":"Retirement-review candidates (no sync for at least 120 days): TABLET-KEMAL, KIOSK-LARA, DESKTOP-MILO, DESKTOP-NADIA, KIOSK-OMAR, DESKTOP-PRIYA."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 68 managed devices: 43 compliant, 4 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 68. Compliant 43, noncompliant 4. Unknown = 68 - 43 - 4 = 21. Percentage = 21/68 = 30.9%.","content":"21 devices are in the unknown state, which is 30.9% of the 68-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 413 managed devices: 343 compliant, 50 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 413. Compliant 343, noncompliant 50. Unknown = 413 - 343 - 50 = 20. Percentage = 20/413 = 4.8%.","content":"20 devices are in the unknown state, which is 4.8% of the 413-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 163 managed devices: 100 compliant, 34 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 163. Compliant 100, noncompliant 34. Unknown = 163 - 100 - 34 = 29. Percentage = 29/163 = 17.8%.","content":"29 devices are in the unknown state, which is 17.8% of the 163-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 460 managed devices: 363 compliant, 86 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 460. Compliant 363, noncompliant 86. Unknown = 460 - 363 - 86 = 11. Percentage = 11/460 = 2.4%.","content":"11 devices are in the unknown state, which is 2.4% of the 460-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 359 managed devices: 233 compliant, 114 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 359. Compliant 233, noncompliant 114. Unknown = 359 - 233 - 114 = 12. Percentage = 12/359 = 3.3%.","content":"12 devices are in the unknown state, which is 3.3% of the 359-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 305 managed devices: 233 compliant, 21 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 305. Compliant 233, noncompliant 21. Unknown = 305 - 233 - 21 = 51. Percentage = 51/305 = 16.7%.","content":"51 devices are in the unknown state, which is 16.7% of the 305-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 248 managed devices: 145 compliant, 89 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 248. Compliant 145, noncompliant 89. Unknown = 248 - 145 - 89 = 14. Percentage = 14/248 = 5.6%.","content":"14 devices are in the unknown state, which is 5.6% of the 248-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 246 managed devices: 126 compliant, 53 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 246. Compliant 126, noncompliant 53. Unknown = 246 - 126 - 53 = 67. Percentage = 67/246 = 27.2%.","content":"67 devices are in the unknown state, which is 27.2% of the 246-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 330 managed devices: 197 compliant, 75 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 330. Compliant 197, noncompliant 75. Unknown = 330 - 197 - 75 = 58. Percentage = 58/330 = 17.6%.","content":"58 devices are in the unknown state, which is 17.6% of the 330-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 367 managed devices: 228 compliant, 120 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 367. Compliant 228, noncompliant 120. Unknown = 367 - 228 - 120 = 19. Percentage = 19/367 = 5.2%.","content":"19 devices are in the unknown state, which is 5.2% of the 367-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 375 managed devices: 304 compliant, 10 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 375. Compliant 304, noncompliant 10. Unknown = 375 - 304 - 10 = 61. Percentage = 61/375 = 16.3%.","content":"61 devices are in the unknown state, which is 16.3% of the 375-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 163 managed devices: 130 compliant, 17 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 163. Compliant 130, noncompliant 17. Unknown = 163 - 130 - 17 = 16. Percentage = 16/163 = 9.8%.","content":"16 devices are in the unknown state, which is 9.8% of the 163-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 117 managed devices: 62 compliant, 13 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 117. Compliant 62, noncompliant 13. Unknown = 117 - 62 - 13 = 42. Percentage = 42/117 = 35.9%.","content":"42 devices are in the unknown state, which is 35.9% of the 117-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 62 managed devices: 41 compliant, 4 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 62. Compliant 41, noncompliant 4. Unknown = 62 - 41 - 4 = 17. Percentage = 17/62 = 27.4%.","content":"17 devices are in the unknown state, which is 27.4% of the 62-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 377 managed devices: 188 compliant, 165 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 377. Compliant 188, noncompliant 165. Unknown = 377 - 188 - 165 = 24. Percentage = 24/377 = 6.4%.","content":"24 devices are in the unknown state, which is 6.4% of the 377-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 141 managed devices: 70 compliant, 40 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 141. Compliant 70, noncompliant 40. Unknown = 141 - 70 - 40 = 31. Percentage = 31/141 = 22%.","content":"31 devices are in the unknown state, which is 22% of the 141-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 328 managed devices: 232 compliant, 60 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 328. Compliant 232, noncompliant 60. Unknown = 328 - 232 - 60 = 36. Percentage = 36/328 = 11%.","content":"36 devices are in the unknown state, which is 11% of the 328-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 482 managed devices: 256 compliant, 99 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 482. Compliant 256, noncompliant 99. Unknown = 482 - 256 - 99 = 127. Percentage = 127/482 = 26.3%.","content":"127 devices are in the unknown state, which is 26.3% of the 482-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 199 managed devices: 164 compliant, 20 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 199. Compliant 164, noncompliant 20. Unknown = 199 - 164 - 20 = 15. Percentage = 15/199 = 7.5%.","content":"15 devices are in the unknown state, which is 7.5% of the 199-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 224 managed devices: 178 compliant, 21 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 224. Compliant 178, noncompliant 21. Unknown = 224 - 178 - 21 = 25. Percentage = 25/224 = 11.2%.","content":"25 devices are in the unknown state, which is 11.2% of the 224-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 220 managed devices: 130 compliant, 77 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 220. Compliant 130, noncompliant 77. Unknown = 220 - 130 - 77 = 13. Percentage = 13/220 = 5.9%.","content":"13 devices are in the unknown state, which is 5.9% of the 220-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 179 managed devices: 103 compliant, 72 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 179. Compliant 103, noncompliant 72. Unknown = 179 - 103 - 72 = 4. Percentage = 4/179 = 2.2%.","content":"4 devices are in the unknown state, which is 2.2% of the 179-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 282 managed devices: 171 compliant, 42 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 282. Compliant 171, noncompliant 42. Unknown = 282 - 171 - 42 = 69. Percentage = 69/282 = 24.5%.","content":"69 devices are in the unknown state, which is 24.5% of the 282-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 221 managed devices: 149 compliant, 25 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 221. Compliant 149, noncompliant 25. Unknown = 221 - 149 - 25 = 47. Percentage = 47/221 = 21.3%.","content":"47 devices are in the unknown state, which is 21.3% of the 221-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 97 managed devices: 71 compliant, 3 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 97. Compliant 71, noncompliant 3. Unknown = 97 - 71 - 3 = 23. Percentage = 23/97 = 23.7%.","content":"23 devices are in the unknown state, which is 23.7% of the 97-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 151 managed devices: 89 compliant, 23 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 151. Compliant 89, noncompliant 23. Unknown = 151 - 89 - 23 = 39. Percentage = 39/151 = 25.8%.","content":"39 devices are in the unknown state, which is 25.8% of the 151-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 62 managed devices: 35 compliant, 24 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 62. Compliant 35, noncompliant 24. Unknown = 62 - 35 - 24 = 3. Percentage = 3/62 = 4.8%.","content":"3 devices are in the unknown state, which is 4.8% of the 62-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 159 managed devices: 134 compliant, 24 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 159. Compliant 134, noncompliant 24. Unknown = 159 - 134 - 24 = 1. Percentage = 1/159 = 0.6%.","content":"1 devices are in the unknown state, which is 0.6% of the 159-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 382 managed devices: 247 compliant, 115 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 382. Compliant 247, noncompliant 115. Unknown = 382 - 247 - 115 = 20. Percentage = 20/382 = 5.2%.","content":"20 devices are in the unknown state, which is 5.2% of the 382-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 384 managed devices: 291 compliant, 31 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 384. Compliant 291, noncompliant 31. Unknown = 384 - 291 - 31 = 62. Percentage = 62/384 = 16.1%.","content":"62 devices are in the unknown state, which is 16.1% of the 384-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 463 managed devices: 392 compliant, 41 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 463. Compliant 392, noncompliant 41. Unknown = 463 - 392 - 41 = 30. Percentage = 30/463 = 6.5%.","content":"30 devices are in the unknown state, which is 6.5% of the 463-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 123 managed devices: 71 compliant, 13 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 123. Compliant 71, noncompliant 13. Unknown = 123 - 71 - 13 = 39. Percentage = 39/123 = 31.7%.","content":"39 devices are in the unknown state, which is 31.7% of the 123-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 110 managed devices: 82 compliant, 9 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 110. Compliant 82, noncompliant 9. Unknown = 110 - 82 - 9 = 19. Percentage = 19/110 = 17.3%.","content":"19 devices are in the unknown state, which is 17.3% of the 110-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 110 managed devices: 96 compliant, 3 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 110. Compliant 96, noncompliant 3. Unknown = 110 - 96 - 3 = 11. Percentage = 11/110 = 10%.","content":"11 devices are in the unknown state, which is 10% of the 110-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 396 managed devices: 263 compliant, 64 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 396. Compliant 263, noncompliant 64. Unknown = 396 - 263 - 64 = 69. Percentage = 69/396 = 17.4%.","content":"69 devices are in the unknown state, which is 17.4% of the 396-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 77 managed devices: 61 compliant, 9 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 77. Compliant 61, noncompliant 9. Unknown = 77 - 61 - 9 = 7. Percentage = 7/77 = 9.1%.","content":"7 devices are in the unknown state, which is 9.1% of the 77-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 148 managed devices: 99 compliant, 17 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 148. Compliant 99, noncompliant 17. Unknown = 148 - 99 - 17 = 32. Percentage = 32/148 = 21.6%.","content":"32 devices are in the unknown state, which is 21.6% of the 148-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 302 managed devices: 247 compliant, 9 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 302. Compliant 247, noncompliant 9. Unknown = 302 - 247 - 9 = 46. Percentage = 46/302 = 15.2%.","content":"46 devices are in the unknown state, which is 15.2% of the 302-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 286 managed devices: 213 compliant, 10 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 286. Compliant 213, noncompliant 10. Unknown = 286 - 213 - 10 = 63. Percentage = 63/286 = 22%.","content":"63 devices are in the unknown state, which is 22% of the 286-device fleet."}]} {"messages":[{"role":"system","content":"You are an Intune reporting assistant. Be factual, do the arithmetic carefully."},{"role":"user","content":"A tenant has 153 managed devices: 109 compliant, 7 noncompliant, and the rest report an unknown compliance state. How many devices are in the unknown state, and what percentage of the fleet is that?"},{"role":"assistant","thinking":"Total 153. Compliant 109, noncompliant 7. Unknown = 153 - 109 - 7 = 37. Percentage = 37/153 = 24.2%.","content":"37 devices are in the unknown state, which is 24.2% of the 153-device fleet."}]}