docs(conductor): Synchronize docs for track 'mma_formalization_20260225'
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- **google-genai:** For Google Gemini API interaction and explicit context caching.
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- **anthropic:** For Anthropic Claude API interaction, supporting ephemeral prompt caching.
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- **Gemini CLI:** Integrated as a headless backend provider, utilizing a custom subprocess adapter and bridge script for tool execution control.
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- **Gemini 3.1 Pro Preview:** Tier 1 Orchestrator model for complex reasoning.
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- **Gemini 3 Flash Preview:** Tier 2 Tech Lead model for rapid architectural planning.
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- **Gemini 2.5 Flash Lite:** High-performance, low-latency model for Tier 3 Workers and Tier 4 QA.
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## Configuration & Tooling
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- **uv:** An extremely fast Python package and project manager.
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- **pytest:** For unit and integration testing, leveraging custom fixtures for live GUI verification.
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- **ApiHookClient:** A dedicated IPC client for automated GUI interaction and state inspection.
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- **mma-exec / mma.ps1:** Python-based execution engine and PowerShell wrapper for managing the 4-Tier MMA hierarchy and automated documentation mapping.
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## Architectural Patterns
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