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docs(conductor): Synchronize docs for track 'Codebase Audit and Cleanup'

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Edward R. Gonzalez
2026-05-02 13:13:28 -04:00
parent 99c9371f59
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conductor/product.md
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- **Multi-Provider Integration:** Supports Gemini, Anthropic, and DeepSeek with seamless switching. - **Multi-Provider Integration:** Supports Gemini, Anthropic, and DeepSeek with seamless switching.
- **4-Tier Hierarchical Multi-Model Architecture:** Orchestrates an intelligent cascade of specialized models to isolate cognitive loads and minimize token burn. - **4-Tier Hierarchical Multi-Model Architecture:** Orchestrates an intelligent cascade of specialized models to isolate cognitive loads and minimize token burn.
- **Tier 1 (Orchestrator):** Strategic product alignment, setup (`/conductor:setup`), and track initialization (`/conductor:newTrack`) using `gemini-3.1-pro-preview`. - **Tier 1 (Orchestrator):** Strategic product alignment, setup (`/conductor:setup`), and track initialization (`/conductor:newTrack`) using `gemini-3.1-pro-preview`.
- **Tier 2 (Tech Lead):** Technical oversight and track execution (`/conductor:implement`) using `gemini-2.5-flash`. Maintains persistent context throughout implementation. - **Tier 2 (Tech Lead):** Technical oversight and track execution (`/conductor:implement`) using `gemini-3-flash-preview`. Maintains persistent context throughout implementation.
- **Tier 3 (Worker):** Surgical code implementation and TDD using `gemini-2.5-flash` or `deepseek-v3`. Operates statelessly with tool access and dependency skeletons. - **Tier 3 (Worker):** Surgical code implementation and TDD using `gemini-2.5-flash-lite`. Operates statelessly with tool access and dependency skeletons.
- **Tier 4 (QA):** Error analysis and diagnostics using `gemini-2.5-flash` or `deepseek-v3`. Operates statelessly with tool access. - **Tier 4 (QA):** Error analysis and diagnostics using `gemini-2.5-flash-lite`. Operates statelessly with tool access.
- **MMA Delegation Engine:** Route tasks, ensuring role-scoped context and detailed observability via timestamped sub-agent logs. Supports dynamic ticket creation and dependency resolution via an automated Dispatcher Loop. - **MMA Delegation Engine:** Route tasks, ensuring role-scoped context and detailed observability via timestamped sub-agent logs. Supports dynamic ticket creation and dependency resolution via an automated Dispatcher Loop.
- **MMA Observability Dashboard:** A high-density control center within the GUI for monitoring and managing the 4-Tier architecture. - **MMA Observability Dashboard:** A high-density control center within the GUI for monitoring and managing the 4-Tier architecture.
- **Track Browser:** Real-time visualization of all implementation tracks with status indicators and progress bars. Includes a dedicated **Active Track Summary** featuring a color-coded progress bar, precise ticket status breakdown (Completed, In Progress, Blocked, Todo), and dynamic **ETA estimation** based on historical completion times. - **Track Browser:** Real-time visualization of all implementation tracks with status indicators and progress bars. Includes a dedicated **Active Track Summary** featuring a color-coded progress bar, precise ticket status breakdown (Completed, In Progress, Blocked, Todo), and dynamic **ETA estimation** based on historical completion times.
conductor/tech-stack.md
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- **DeepSeek (Dedicated SDK):** Integrated for high-performance codegen and reasoning (Phase 2). - **DeepSeek (Dedicated SDK):** Integrated for high-performance codegen and reasoning (Phase 2).
- **Gemini CLI:** Integrated as a headless backend provider, utilizing a custom subprocess adapter and bridge script for tool execution control. Achieves full functional parity with direct SDK usage, including real-time token counting and detailed subprocess observability. - **Gemini CLI:** Integrated as a headless backend provider, utilizing a custom subprocess adapter and bridge script for tool execution control. Achieves full functional parity with direct SDK usage, including real-time token counting and detailed subprocess observability.
- **Gemini 3.1 Pro Preview:** Tier 1 Orchestrator model for complex reasoning. - **Gemini 3.1 Pro Preview:** Tier 1 Orchestrator model for complex reasoning.
- **Gemini 2.5 Flash:** High-performance, low-latency model for Tier 2 Tech Lead, Tier 3 Workers, and Tier 4 QA. - **Gemini 3-Flash Preview:** High-reasoning low-latency model for Tier 2 Tech Lead.
- **Gemini 2.5 Flash Lite:** Ultra-low-cost, high-speed model for Tier 3 Workers and Tier 4 QA.
- **DeepSeek-V3:** Tier 3 Worker model optimized for code implementation. - **DeepSeek-V3:** Tier 3 Worker model optimized for code implementation.
- **DeepSeek-R1:** Specialized reasoning model for complex logical chains and "thinking" traces. - **DeepSeek-R1:** Specialized reasoning model for complex logical chains and "thinking" traces.
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- **src/tool_presets.py:** Extends `ToolPresetManager` to handle nested `Tool` models, weights, and global `BiasProfile` persistence within `tool_presets.toml`. - **src/tool_presets.py:** Extends `ToolPresetManager` to handle nested `Tool` models, weights, and global `BiasProfile` persistence within `tool_presets.toml`.
- **src/mcp_client.py (External Extension):** Implements the `ExternalMCPManager` for orchestrating third-party Model Context Protocol servers. - **src/mcp_client.py:** Implements the native tool registry and the `ExternalMCPManager` for orchestrating third-party Model Context Protocol servers. Provides dynamic tool discovery and validation.
- **StdioMCPServer:** Manages local MCP servers via asynchronous subprocess pipes (stdin/stdout/stderr). - **StdioMCPServer:** Manages local MCP servers via asynchronous subprocess pipes (stdin/stdout/stderr).
- **RemoteMCPServer (SSE):** Provides a foundation for remote MCP integration via Server-Sent Events. - **RemoteMCPServer (SSE):** Provides a foundation for remote MCP integration via Server-Sent Events.
- **JSON-RPC 2.0 Engine:** Handles asynchronous message routing, request/response matching, and error handling for all external MCP communication. - **JSON-RPC 2.0 Engine:** Handles asynchronous message routing, request/response matching, and error handling for all external MCP communication.