chore(conductor): Initialize Phase 5 and curation tracks
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# Implementation Plan: Comprehensive Codebase Curation & Style Alignment (codebase_curation_20260507)
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## Phase 1: Automated Standardization & Audit
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- [ ] Task: Run `scripts/ai_style_formatter.py` and `scripts/force_1space.py` on all files in `./src` and `./simulation`.
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- [ ] Task: Conduct an automated entropy audit to identify potential redundancy "hotspots".
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- [ ] Task: Conductor - User Manual Verification 'Standardization' (Protocol in workflow.md)
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## Phase 2: Surgical Curation of `./src`
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- [ ] Task: Review and trim `gui_2.py` and `app_controller.py` based on pipeline maps.
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- [ ] Task: Consolidate data models in `models.py` and remove redundant state in `aggregate.py`.
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- [ ] Task: Refactor `ai_client.py` to ensure lean processing of provider responses.
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- [ ] Task: Conductor - User Manual Verification 'Source Curation' (Protocol in workflow.md)
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## Phase 3: Surgical Curation of `./simulation`
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- [ ] Task: Review and trim `./simulation/` base classes and utility scripts.
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- [ ] Task: Eliminate redundant setup logic in `sim_context.py` and `workflow_sim.py`.
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- [ ] Task: Conductor - User Manual Verification 'Simulation Curation' (Protocol in workflow.md)
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## Phase 4: Final Integrity Pass
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- [ ] Task: Verify all tests pass with the trimmed codebase.
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- [ ] Task: Final comparison against `product-guidelines.md` for architectural purity.
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- [ ] Task: Final performance baseline check to ensure no regressions.
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- [ ] Task: Conductor - User Manual Verification 'Final Review' (Protocol in workflow.md)
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