todo.md

GAIA Framework Improvement Plan - ToDo List

1. Create overall output document structure (gaia_improvement_plan.md).
2. Generate ASCII diagram of the revised architecture (incorporating proposed changes).
3. Perform Code Quality Review:
   • Review app.py
   • Review role_agent.py
   • Review image_analyzer_agent.py
   • Review verifier_agent.py
   • Review research_agent.py
   • Review text_analyzer_agent.py
   • Review reasoning_agent.py
   • Review planner_agent.py
   • Review code_agent.py
   • Review math_agent.py (note truncation)
   • Consolidate findings for Code Quality section in the report.
4. Develop Refactor Proposals:
   • Propose refactors for app.py (if any) + generate diff.
   • Propose refactors for role_agent.py (if any) + generate diff.
   • Propose refactors for image_analyzer_agent.py (if any) + generate diff.
   • Propose refactors for verifier_agent.py (if any) + generate diff.
   • Propose refactors for research_agent.py (if any) + generate diff.
   • Propose refactors for text_analyzer_agent.py (if any) + generate diff.
   • Propose refactors for reasoning_agent.py (if any) + generate diff.
   • Propose refactors for planner_agent.py (if any) + generate diff.
   • Propose refactors for code_agent.py (if any) + generate diff.
   • Propose refactors for math_agent.py (if any) + generate diff.
   • Consolidate proposals for Refactoring section in the report.
5. Design New Features:
   • Design YouTube Ingestion feature (module/agent, steps, tools, API).
   • Design Generic Audio Transcription feature (module/agent, steps, tools, API, Gemini/Whisper logic).
   • Document designs in New Features section of the report.
6. Design Extra Agents:
   • Design Agent 1 (Purpose, Tools, Loop Sketch).
   • Design Agent 2 (Purpose, Tools, Loop Sketch).
   • Design Agent 3 (Purpose, Tools, Loop Sketch).
   • Document designs in Extra Agents section of the report.
7. Create Migration Plan:
   • Define order of applying changes/features.
   • List new dependencies for requirements.txt.
   • Outline minimal unit/integration tests for validation.
   • Document plan in Migration Plan section of the report.
8. Assemble final report (gaia_improvement_plan.md).
9. Ask user for confirmation/feedback on the plan before proceeding (as per user's "First action" instruction).