# GAIA Framework Improvement Plan - ToDo List

1.  [X] 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).