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# 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).
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