{"data":{"slug":"blob42-instrukt","name":"Instrukt","tagline":"Integrated AI environment in the terminal for building, testing, and instructing agents.","github_url":"https://github.com/blob42/Instrukt","owner":"blob42","repo":"Instrukt","owner_avatar_url":"https://avatars.githubusercontent.com/u/210457?v=4","primary_language":"Python","stars":330,"forks":28,"topics":["agent-executor","agents","ai","containers","developer-tools","gpt","langchain","llm","rag","terminal","tui"],"archived":false,"github_pushed_at":"2025-05-14T03:06:35+00:00","maintenance_label":"Dormant","stars_delta_30d":0,"url":"https://www.graphcanon.com/tools/blob42-instrukt","markdown_url":"https://www.graphcanon.com/tools/blob42-instrukt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/blob42-instrukt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=blob42-instrukt","description":"Integrated AI environment in the terminal. 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You are allowed to distribute this in a closed form if you also provide a separate archive with the source code.).","github_created_at":"2023-04-05T01:29:31+00:00","created_at":"2026-07-11T10:51:37.669285+00:00","updated_at":"2026-09-20T05:29:09.752099+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"developer-tools","name":"Developer Tools","url":"https://www.graphcanon.com/categories/developer-tools","markdown_url":"https://www.graphcanon.com/categories/developer-tools.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/developer-tools"}],"tags":[{"slug":"agent-executor","name":"agent-executor"},{"slug":"agents","name":"agents"},{"slug":"ai","name":"ai"},{"slug":"containers","name":"containers"},{"slug":"langchain","name":"langchain"},{"slug":"llm","name":"llm"},{"slug":"rag","name":"rag"},{"slug":"terminal","name":"terminal"}],"trust":{"provenance":{"is_fork":false,"github_id":623737874,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T05:29:07.128Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":494,"last_release_at":"2023-09-01T10:25:00Z","stars_delta_30d":0,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:51:38.956Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T05:29:08.200Z"},"has_cli":{"value":true,"source":"pyproject.toml:[project.scripts]","observed_at":"2026-09-20T05:29:08.200Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-20T05:29:08.200Z"},"license_spdx":{"value":"AGPL-3.0","source":"github.license","observed_at":"2026-09-20T05:29:08.200Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you prefer a terminal interface for developing AI agents and are comfortable using Python.","If your project requires the capability to build and test AI agents in a streamlined terminal environment.","For those who need a free (AGPL-3.0 licensed) and open-source solution for comprehensive AI development process within the terminal."],"when_not_to_use":["When you prioritize graphical user interfaces over command-line tools.","If your project requires proprietary or closed-source tooling, as Instrukt's AGPL license mandates sharing modifications publicly.","For teams that need real-time visual feedback and monitoring features typically offered by more GUI-centric IDEs."],"source":"enrich:decision_facts","observed_at":"2026-07-12T16:53:47.770Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Instrukt is an integrated AI environment for terminal-based development, using Python for building and testing agents."}]}}