dataset: OpenAdmin SFT v1 (499 examples, 4 tracks)

README.md

@@ -0,0 +1,25 @@
+---
+license: apache-2.0
+task_categories:
+  - text-generation
+language:
+  - en
+tags:
+  - microsoft-365
+  - it-administration
+  - synthetic
+pretty_name: OpenAdmin SFT
+---
+
+# OpenAdmin SFT dataset
+
+The complete supervised fine-tuning dataset for [OpenAdmin 20B](https://huggingface.co/OpenAdminOS/openadmin-20b). 499 examples, all synthetic and machine-validated before admission. No tenant data, no scraped conversations, no distillation from proprietary APIs.
+
+| Track | Examples | Content | Validation |
+|---|---|---|---|
+| a | 243 | OpenAdminOS agent-manifest drafting | every manifest re-validated against the canonical JSON schema |
+| b | 96 | Microsoft Graph call planning (least-privilege scopes) | curated endpoint table |
+| c | 60 | retrieval-grounded QA + abstention (answer "NOT IN DOCS" when unsupported) | answer value verified present in source chunk |
+| d | 100 | fleet reasoning with mechanically-computed reasoning traces | arithmetic correct by construction |
+
+`train-v1.jsonl` is the exact concatenation used for the v1 release. Each line is `{"messages": [...]}`; track d examples carry a `thinking` field rendered into the harmony analysis channel during training.

track-b.jsonl

@@ -0,0 +1,96 @@
+{"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```"}]}

track-d.jsonl

@@ -0,0 +1,100 @@
+{"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."}]}