{"product_id":"ai-codebase-context-generator-optimize-with-tree-sitter","title":"AI Codebase Context Generator: Optimize with Tree-sitter","description":"\u003ch3\u003eAI Codebase Context Generator: Optimize with Tree-sitter\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Codebase Context Generator skill transforms any brownfield or non-AI-adapted codebase into an AI-ready repository. Using Tree-sitter AST extraction, dependency analysis, predefined Python scripts, and orchestrated subagents, it generates comprehensive AI context, AGENTS.md, and a structured context directory.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eParses the target codebase using deterministic abstract syntax tree (AST) parsing via predefined Python scripts.\u003c\/li\u003e\n  \u003cli\u003ePerforms dependency and symbol graph extraction, storing results in the \u003ccode\u003e.context_cache\/\u003c\/code\u003e directory.\u003c\/li\u003e\n  \u003cli\u003eGenerates a detailed \u003ccode\u003econtext\/signatures.md\u003c\/code\u003e with full function signatures and argument types.\u003c\/li\u003e\n  \u003cli\u003eDiscoveries environment configurations and command usage with the \u003ccode\u003erepo-inspector\u003c\/code\u003e subagent.\u003c\/li\u003e\n  \u003cli\u003eConducts domain and architecture analysis using the \u003ccode\u003edomain-architect\u003c\/code\u003e subagent.\u003c\/li\u003e\n  \u003cli\u003eSynthesizes structured documentation and an \u003ccode\u003eAGENTS.md\u003c\/code\u003e file using the \u003ccode\u003econtext-synthesizer\u003c\/code\u003e subagent.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis skill is intended for developers and teams using AI coding agents like Claude Code, Cursor, or Codex, who seek to enhance their codebase organization for AI integration.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAutomating the transition of legacy codebases into AI-adapted environments.\u003c\/li\u003e\n  \u003cli\u003eImproving understanding of complex software projects through automated documentation generation.\u003c\/li\u003e\n  \u003cli\u003eFacilitating AI agent onboarding with clearly defined operational manuals and context directories.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUses Tree-sitter for deterministic AST parsing.\u003c\/li\u003e\n  \u003cli\u003eEmploys Python scripts for AST and dependency analysis.\u003c\/li\u003e\n  \u003cli\u003eUtilizes subagents, including \u003ccode\u003erepo-inspector\u003c\/code\u003e, \u003ccode\u003edomain-architect\u003c\/code\u003e, and \u003ccode\u003econtext-synthesizer\u003c\/code\u003e.\u003c\/li\u003e\n  \u003cli\u003eCompatible with AI agent platforms such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003elarchanka\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/larchanka\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003elarchanka\/skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":53534710300983,"sku":"MCP-LARCHANKA-SKILLS-CODEBASE-CONTEXT-GENERATOR","price":32.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/GpZMN5J3F0lptVxtEhaVg_faecb90d237f428590087170b8f26696.jpg?v=1793880233","url":"https:\/\/mcpcart.com\/products\/ai-codebase-context-generator-optimize-with-tree-sitter","provider":"SPF PRO","version":"1.0","type":"link"}