Answers questions about nick-railsback/skill-engine — the Claude Code plugin that scaffolds and maintains 'contextualizer' skills. Covers its workflows (bootstrap, discover, refresh, review, apply, self-audit, status), the source-paths.json and reference-file artifact contract, the four reference invariants and…
Answers questions across the configured sources. References load on demand from references/. Use when working in any of this contextualizer's source domains.
Answers questions about the LangChain Python ecosystem — the langchain-ai/langchain monorepo (langchain-core, v1 agents, langchain-classic, in-tree partners, text-splitters) plus companion repos LangGraph, LangSmith SDK, Deep Agents, out-of-tree partner monorepos langchain-google and langchain-aws, and the…
Answers questions about the official Model Context Protocol (MCP) Python SDK (mcp package on PyPI, modelcontextprotocol/python-sdk on GitHub). Tracks the main branch (v2 pre-alpha — MCPServer/snakecase/constructor-on handlers). Use when working with MCP servers or clients in Python, debugging v1→v2 migrations, or…
Teach Claude your codebase, then keep it taught. On opt-in, clones registered git sources to a local cache (/.cache/skill-engine/) and installs per-skill context files under your project's .claude/skills/. Reads only paths you register.
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