GraphForge
Collection
3 items • Updated • 4
Datasets:
deliverable_files listlengths 0 0 | deliverable_files_spec listlengths 1 9 | for_agent bool 1
class | language stringclasses 1
value | max_turn int64 1 5 | messages listlengths 31 276 | prompt stringlengths 2.8k 7.9k | reference_files listlengths 15 40 | reference_files_spec listlengths 15 40 | rubric_json dict | task_type stringlengths 11 105 | tools listlengths 14 14 | turn_index int64 0 4 | task_id stringlengths 17 17 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"clinical_genetics_standards_framework(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "Our clinical genetics laboratory standards committee operates under US regulatory jurisdiction and (...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"lab_standards/protocols/acmg_variant_interpretation_guidelines.pdf","note":"Primary st(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Molecular diagnostics sect(...TRUNCATED) | establish_standards_for_medical_care | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000002 |
[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"manuscript_trust_confidence_2022gss.d(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "You are a sociologist at a research institution. You are preparing two deliverables based on the 20(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"data/primary/gss_2022_cross_section.csv","note":"Primary research dataset containing 2(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Manuscript file created wi(...TRUNCATED) | prepare_scientific_or_technical_reports_or_presentations | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000003 |
[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"asi_documentation_review.docx","name"(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "You are part of a psychiatric documentation quality team at a behavioral health organization conduc(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"patient_records/admissions/asi_narrative_report.pdf","note":"Primary case artifact: 47(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Deliverable file asi_docum(...TRUNCATED) | record_patient_medical_histories | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000004 |
[] | [{"allowed_formats":["xlsx"],"deliverable_id":"d1","filename":"Technical_Requirements_Matrix.xlsx","(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "Our fuel cell engineering team is preparing a full application package in response to U.S. DOE EERE(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"solicitation/current/DE-FOA-0003213_FOA_Mod2.pdf","note":"Primary solicitation documen(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1","d7"],"description":"FOA identification: c(...TRUNCATED) | prepare_proposal_documents | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000005 |
[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"labor_market_brief_jul2026.docx","nam(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "You are a labor market economist at a research institution. Your responsibility is to maintain prof(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"current_release/empsit_jul2026.pdf","note":"Primary BLS Employment Situation news rele(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"July 2026 unemployment rat(...TRUNCATED) | review_professional_literature_to_maintain_professional_knowledge | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000006 |
[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"salmonella_charcuterie_outbreak_proto(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "You are a state health department epidemiologist. CDC has confirmed a multistate outbreak of Salmon(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"surveillance/data/nors_foodborne_outbreaks.csv","note":"Primary CDC NORS foodborne out(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Protocol accurately states(...TRUNCATED) | plan_biological_research | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000007 |
[] | [{"allowed_formats":["xlsx"],"deliverable_id":"d1","filename":"edc_system_evaluation_matrix.xlsx","n(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "Our clinical data management team at an NIH-affiliated research organization is selecting an electr(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"edc_systems/redcap/redcap_overview_highlights.pdf","note":"Primary EDC system document(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Evaluation framework struc(...TRUNCATED) | evaluate_utility_of_software_or_hardware_technologies | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000008 |
[] | [{"allowed_formats":["docx"],"deliverable_id":"d1","filename":"spwa_brave_compliance_case_package.do(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "You are a civil engineer on the EPA Region 3 environmental review team. Your team is assembling a c(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"project_spwa_brave/nepa/spwa_brave_ea.pdf","note":"Primary NEPA document (Environmenta(...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Case package document cont(...TRUNCATED) | coordinate_safety_or_regulatory_compliance_activities | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000009 |
[] | [{"allowed_formats":["pptx"],"deliverable_id":"d1","filename":"charlotte_zoning_workshop_slides.pptx(...TRUNCATED) | true | en | 1 | [{"content":"<permissions instructions>\nFilesystem sandboxing defines which files can be read or wr(...TRUNCATED) | "The Charlotte Planning, Design & Development Department is preparing a public information package t(...TRUNCATED) | ["/data/graphforge/storage_685071f2/account1/user/account2/skillsynth-account3-upgrade-0811/real_fil(...TRUNCATED) | [{"filename":"policies/udo_current_2026-03-23.pdf","note":"Primary operative regulatory source: the (...TRUNCATED) | {"criteria":[{"criterion_id":"c1","deliverable_ids":["d1"],"description":"Workshop presentation slid(...TRUNCATED) | inform_the_public_about_policies_services_or_procedures | [{"function":{"description":"Runs a command in a PTY, returning output or a session ID for ongoing i(...TRUNCATED) | 0 | graphforge_000010 |
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GraphForge-SFT-2169
This release contains 2,169 trajectory sequences corresponding to the main GraphForge SFT corpus for the 27B and 35B-A3B checkpoints. GLM-5.2 teacher trajectories were admitted with agent-judge score strictly above 0.90. Both checkpoints were trained for three epochs. This is not the RFT corpus.
Contents
data/train.jsonl retains nested messages, reasoning, tool calls and responses,
task prompts, rubric criteria and file specifications. Original workspace
attachments and binary deliverables are not included. dataset_info.json
records the release checksum and processing counts.
Privacy and portability
Private provenance metadata is omitted, and examples use public task IDs. Known internal account identifiers, storage prefixes, service addresses and credentials are sanitized consistently across the trajectories. Filenames and relative directory structure are retained except where they contain an internal identifier. Public source content is not subject to blanket email, IP address or person-name removal.
Privacy substitutions mean the published data is not byte-identical to the training corpus. Paths and service endpoints may require adaptation, and the referenced workspace assets are not bundled. This is a trajectory dataset, not a standalone executable replay environment.
Limitations and rights
Trajectories can contain incorrect reasoning, failed actions and untrusted code. Do not execute them blindly. Original source terms continue to apply to excerpts; no blanket redistribution license for third-party material is asserted. Redistribution and third-party privacy review remain the publisher's responsibility.
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