{"data":{"slug":"simonmesmith-agentflow","name":"agentflow","tagline":"Complex LLM Workflows from Simple JSON","github_url":"https://github.com/simonmesmith/agentflow","owner":"simonmesmith","repo":"agentflow","owner_avatar_url":"https://avatars.githubusercontent.com/u/5099521?v=4","primary_language":"Python","stars":320,"forks":27,"topics":[],"archived":false,"github_pushed_at":"2023-08-11T18:07:43+00:00","maintenance_label":"Dormant","stars_delta_30d":-1,"url":"https://www.graphcanon.com/tools/simonmesmith-agentflow","markdown_url":"https://www.graphcanon.com/tools/simonmesmith-agentflow.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/simonmesmith-agentflow","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=simonmesmith-agentflow","description":"Complex LLM Workflows from Simple JSON.","homepage_url":null,"license":"MIT","open_issues":13,"watchers":4,"ai_summary":"A tool for crafting complex workflows with large language models using simple JSON configurations.","readme_excerpt":"## Install and Use\n\nAgentflow is currently in development. To try it:\n\n1. Sign up for the [OpenAI API](https://platform.openai.com/overview) and get an [API key](https://help.openai.com/en/articles/4936850-where-do-i-find-my-secret-api-key)\n2. Clone or download this repository.\n3. Create a `.env` file from [example.env](https://github.com/simonmesmith/agentflow/blob/main/example.env) and add your OpenAI API key.\n4. Run `pip install -r requirements.txt` to install dependencies.\n\nNow you can run flows from the command line, like this:\n```bash\npython -m run --flow=example\n```\n\n---\n\n## License\n\nAgentflow is licensed under the [MIT License](https://github.com/simonmesmith/agentflow/blob/main/LICENSE).","github_created_at":"2023-08-02T20:57:16+00:00","created_at":"2026-07-11T10:55:06.472481+00:00","updated_at":"2026-08-16T00:00:50.458097+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":"llm-frameworks","name":"LLM Frameworks","url":"https://www.graphcanon.com/categories/llm-frameworks","markdown_url":"https://www.graphcanon.com/categories/llm-frameworks.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/llm-frameworks"}],"tags":[{"slug":"json","name":"json"},{"slug":"large-language-models","name":"large language models"},{"slug":"python","name":"python"},{"slug":"workflow-management","name":"workflow-management"}],"trust":{"provenance":{"is_fork":false,"github_id":673969898,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-16T00:00:49.735Z","maintenance":{"label":"Dormant","score":18,"methodology":"github_public_v1","releases_90d":0,"days_since_push":1100,"last_release_at":null,"stars_delta_30d":-1,"open_issues_delta_30d":0},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T10:55:07.632Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-08-16T00:00:50.162Z"},"languages":{"value":["python"],"source":"github.language","observed_at":"2026-08-16T00:00:50.162Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-08-16T00:00:50.162Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When you need to rapidly prototype LLM workflows with minimal coding via JSON configs","For projects where workflow complexity needs to be managed without deep Python programming knowledge"],"when_not_to_use":["Avoid if requiring advanced customization that goes beyond basic JSON configurations","Not suitable for scenarios needing real-time dynamic changes in workflow setup during execution"],"source":"enrich:decision_facts","observed_at":"2026-07-12T17:14:50.540Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Agentflow simplifies the creation of complex workflows for large language models through simple JSON configurations."}]}}