DEPRECATED — superseded by tree-sitting. This skill generated persistent _MAP.md files; tree-sitting does the same AST extraction at runtime (~700ms for 250 files) with no artifact to write, commit, or keep in sync. Use tree-sitting for "map this codebase", "explore repo", "understand structure", or any code navigation task. The final working version is archived at release mapping-codebases-v0.8.0.
npx skills add https://github.com/oaustegard/claude-skills --skill mapping-codebases
Use tree-sitting instead.
This skill wrote _MAP.md files to disk — a persisted symbol inventory per
directory, generated once and read many times. That tradeoff made sense when
scanning was expensive. It isn't: tree-sitting parses a 250-file repo in about
700ms and answers queries against the in-memory AST in under a millisecond.
A persisted map costs what a runtime scan does not — it goes stale, it needs
regenerating, it gets committed, and it must be excluded from every other tool
that walks the tree. Nothing was gained for that.
TREESIT=/mnt/skills/user/tree-sitting/scripts/treesit.py
# Was: codemap.py /path/to/repo → root orientation
python3 $TREESIT /path/to/repo
# Was: reading every _MAP.md in the tree → full inventory
python3 $TREESIT /path/to/repo --depth=-1 --detail=sparse
# Was: grepping _MAP.md for a symbol → direct lookup
python3 $TREESIT /path/to/repo --no-tree 'find:parse_input'
The last working release is
(2026-03-31). It carries scripts/codemap.py and the eleven bundled
parsers/*.so grammars. The release is the snapshot; nothing in this directory
reproduces it.
Note that v0.8.0 ships a latent bug: codemap.py:1216 calls an unimported
get_parser() inside a try swallowed by a bare except Exception, so HTML
inline-JavaScript symbol extraction silently returned nothing. It will not be
fixed.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.
Next.js best practices - file conventions, RSC boundaries, data patterns, async APIs, metadata, error handling, route handlers, image/font optimization, bundling
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Take oaustegard/mapping-codebases from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.