progression.
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- [ ] Task: Conductor - User Manual Verification 'Standardization' (Protocol in workflow.md)
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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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## Phase 2: Surgical Curation of `./src`
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- [ ] Task: Comprehensive rework of `src/aggregate.py`. Modernize context assembly to leverage MCP tools, snapshots, and file caching. Consolidate tier-specific boilerplate.
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- [ ] Task: Review and trim `gui_2.py` and `app_controller.py` based on pipeline maps.
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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: 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: Refactor `ai_client.py` to ensure lean processing of provider responses.
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# src/native_orchestrator.py
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# DEPRECATED: This module is legacy and is being replaced by src/orchestrator_pm.py
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# and the MMA multi-agent conductor system. Avoid using this for new features.
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from pathlib import Path
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from pathlib import Path
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from typing import Optional
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from typing import Optional
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import json
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import json
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