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conductor(plan): Mark Phase 1 of Tool Bias Tuning as complete

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Edward R. Gonzalez
2026-03-10 09:30:23 -04:00
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conductor/tracks/tool_bias_tuning_20260308/plan.md
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# Implementation Plan: Agent Tool Preference & Bias Tuning # Implementation Plan: Agent Tool Preference & Bias Tuning
## Phase 1: Data Model & Storage Extension ## Phase 1: Data Model & Storage Extension [checkpoint: 77a0b38]
- [ ] Task: Extend the `ToolPreset` and `Tool` models. - [x] Task: Extend the `ToolPreset` and `Tool` models. 77a0b38
- [ ] Update `src/tool_presets.py` (created in the dependency track) to include `weight` (int, 1-5) for tools. - [x] Update `src/tool_presets.py` to include `weight` (int, 1-5) for tools. 77a0b38
- [ ] Add `parameter_bias` (dict mapping parameter names to priority strings) to the `Tool` model. - [x] Add `parameter_bias` (dict mapping parameter names to priority strings) to the `Tool` model. 77a0b38
- [ ] Update `ToolPresetManager` to handle saving and loading these new fields from `tool_presets.toml`. - [x] Update `ToolPresetManager` to handle saving and loading these new fields from `tool_presets.toml`. 77a0b38
- [ ] Task: Implement Global Bias Profiles. - [x] Task: Implement Global Bias Profiles. 77a0b38
- [ ] Define `BiasProfile` dataclass in `src/models.py`. - [x] Define `BiasProfile` dataclass in `src/models.py`. 77a0b38
- [ ] Implement logic to store and retrieve these profiles from `config.toml`. - [x] Implement logic to store and retrieve these profiles from `tool_presets.toml`. 77a0b38
- [ ] Task: Write unit tests for the extended data model and storage logic. - [x] Task: Write unit tests for the extended data model and storage logic. 77a0b38
- [ ] Task: Conductor - User Manual Verification 'Phase 1: Data Model Extension' (Protocol in workflow.md) - [x] Task: Conductor - User Manual Verification 'Phase 1: Data Model Extension' (Protocol in workflow.md) 77a0b38
## Phase 2: Orchestration & Nudging Logic ## Phase 2: Orchestration & Nudging Logic
- [ ] Task: Implement the `ToolBiasEngine` in `src/ai_client.py` (or a new module). - [ ] Task: Implement the `ToolBiasEngine` in `src/ai_client.py` (or a new module).