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Extract code patterns into a knowledge base for AI coding assistants

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# {{projectName}} — Agent Instructions > Auto-generated by AutoSnippet. This project uses **AutoSnippet** for knowledge management. Access the knowledge base through MCP tools. ## MCP Tools - `autosnippet_task` — Task & decision management (prime/create/close/fail/record_decision) - `autosnippet_search` — Search knowledge (mode: auto/context/keyword/semantic) - `autosnippet_knowledge` — Knowledge CRUD (operation: list/get/insights) - `autosnippet_submit_knowledge` — Submit knowledge candidate - `autosnippet_guard` — Code compliance check - `autosnippet_skill` — Skill management (list/load) - `autosnippet_structure` — Project structure discovery - `autosnippet_bootstrap` — Project cold-start & scan - `autosnippet_rescan` — Incremental rescan: preserves Recipes, cleans caches, re-analyzes project, runs relevance audit - `autosnippet_evolve` — Batch Recipe evolution decisions (propose_evolution/confirm_deprecation/skip), used per-dimension during rescan or standalone - `autosnippet_panorama` — Project panorama (operation: overview/module/gaps/health) - `autosnippet_health` — Service health & KB stats ## Constraints 1. Do NOT modify knowledge base files directly (`AutoSnippet/recipes/`, `.autosnippet/`). 2. Prefer Recipes as project standards; source code is supplementary. 3. Create or update knowledge only through MCP tools.