{
  "markdown": "# Taxonomy Architect 🏗️\n\nA multi-agent pipeline for Gemini CLI designed to build strict, logic-based taxonomies. Whether you're training Computer Vision models (Visual Taxonomy) or organizing an e-commerce catalog (Functional Taxonomy), this tool automates the process from brainstorming to final attribute definition.\n\n## Core Philosophy: The Razor 🪒\n\nMost taxonomies fail because they mix logic (e.g., grouping by \"Color\" and \"Usage\" in the same level). **Taxonomy Architect** enforces a \"Lens\" or \"Razor\":\n*   **Visual Lens:** If it looks the same (silhouette/topology), it stays together.\n*   **Functional Lens:** If it solves the same problem, it stays together.\n\n## Installation\n\nInstall directly via Gemini CLI:\n\n```bash\ngemini extension install https://github.com/Kwentar/taxonomy-architect.git\n```\n\n## The Pipeline\n\nThe process is divided into stages, each handled by a specialized agent:\n\n1.  **Initialize (`/taxonomy:start`)**: Sets up your project in `taxonomies/<domain>`.\n2.  **Explode (`/taxonomy:explode`)**: Generates a massive list of potential items.\n3.  **Razor (`/taxonomy:razor`)**: Filters and merges items based on the chosen Lens.\n4.  **Cluster (`/taxonomy:cluster`)**: Groups items into logical folders/nodes.\n5.  **Attributes (`/taxonomy:attributes`)**: Defines differentiating attributes for each cluster.\n6.  **Build (`/taxonomy:build`)**: Runs the entire pipeline in one go.\n\n## Quick Start\n\n1.  **Start a new project:**\n    ```bash\n    gemini taxonomy start shoes visual\n    ```\n    This creates `taxonomies/shoes/spec.md`. Review the filtering rules there.\n\n2.  **Run the full pipeline:**\n    ```bash\n    gemini taxonomy build shoes\n    ```\n\n3.  **Check output:**\n    Your final taxonomy will be generated in `taxonomies/shoes/` as configured in `output_config.yaml`.\n\n## Project Structure\n\n*   `commands/`: CLI command definitions.\n*   `skills/`: Specialist agent instructions (Architect, Brainstormer, Critic, etc.).\n*   `taxonomies/`: (Ignored by git) Your working projects.\n\n## License\n\nMIT - see [LICENSE](LICENSE) for details.\n",
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