AI Codebase Context Generator: Optimize with Tree-sitter

AI Codebase Context Generator: Optimize with Tree-sitter

The 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.

What this skill does

• Parses the target codebase using deterministic abstract syntax tree (AST) parsing via predefined Python scripts.
• Performs dependency and symbol graph extraction, storing results in the .context_cache/ directory.
• Generates a detailed context/signatures.md with full function signatures and argument types.
• Discoveries environment configurations and command usage with the repo-inspector subagent.
• Conducts domain and architecture analysis using the domain-architect subagent.
• Synthesizes structured documentation and an AGENTS.md file using the context-synthesizer subagent.

Who it is for

This 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.

Use cases

• Automating the transition of legacy codebases into AI-adapted environments.
• Improving understanding of complex software projects through automated documentation generation.
• Facilitating AI agent onboarding with clearly defined operational manuals and context directories.

Technical details

• Uses Tree-sitter for deterministic AST parsing.
• Employs Python scripts for AST and dependency analysis.
• Utilizes subagents, including repo-inspector, domain-architect, and context-synthesizer.
• Compatible with AI agent platforms such as Claude Code, Cursor, and Codex.

Source & Licence

This package is built on open-source work published by larchanka (larchanka/skills) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your 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.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This 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.

Claude, 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.