Backend:
- Add Tavily web search tool wrapper (tools/web_search.py)
- Add PDF reader + ChromaDB vector store tool (tools/pdf_reader.py)
- Bind tools to LLM calls via .bind_tools() in dynamic_graph_builder
- Implement God Mode using LangGraph interrupt_before + MemorySaver
- Add approve/reject/modify API endpoints for God Mode
- Add PDF upload endpoint with ingestion pipeline
- Add persistent run history (CouncilRun model + run_service + API)
- Add Alembic migration for council_runs table
- Enhance WebSocket to emit run_paused and run_resumed events
- Add tests for tools, God Mode, and run history
Frontend:
- Add God Mode approval UI (GodModePanel component)
- Add Auto-Pilot / God Mode toggle in Konferenzzimmer
- Add functional PDF upload handler
- Add Conditional Edge editor (EdgeSettingsPanel component)
- Add edge click selection in ArchitectCanvas
- Update Zustand store with edge selection and update actions
- Update types for God Mode, execution modes, and WS events
- Update API client with God Mode, PDF upload, and blueprint run endpoints
- Update WebSocket hook for paused/resumed events
- Add Vitest config and frontend tests (store, parser, types, API)
https://claude.ai/code/session_017U6idFgaqnYTXzPxA7mxMv
- Add dynamic_graph_builder.py that constructs LangGraph graphs at runtime
from frontend CouncilBlueprint JSON (no more hardcoded graphs in production)
- Add PostgreSQL persistence via SQLAlchemy async with Blueprint model
- Add blueprint CRUD endpoints (POST/GET/PUT/DELETE /api/councils/)
- Add POST /api/councils/{id}/run to execute blueprints dynamically
- Add Alembic migration infrastructure with initial blueprints table
- Add database.py with async engine and SQLite fallback for dev/test
- Fix missing typing-extensions and add aiosqlite dependency
- Add 42 new tests (80/80 total passing) covering dynamic graph building,
blueprint service CRUD, and API integration
https://claude.ai/code/session_014yZUxrPsgZbvkebXbCXR4U
Maps every testable component in the planned architecture to concrete
test cases, prioritised by risk. Covers CouncilState reducers, routing
logic, agent node functions, dynamic graph builder, REST API, WebSocket
events, God Mode, tool wrappers, and the React Flow blueprint parser.
Includes tooling recommendations and a sequenced build order.
https://claude.ai/code/session_01Dexzo7FAbhU5fMePHGVgRP
Documents the CouncilOS architecture, tech stack, development roadmap,
CouncilState data model, UI structure, and coding conventions for AI
assistants working in this repository.
https://claude.ai/code/session_018ZdWbY5UpCiwhSA9SFkReL
Updated the README to provide a comprehensive project blueprint for 'CouncilOS', detailing the executive summary, technical architecture, UI/UX design, development roadmap, and important instructions for the development team.
