Search library documentation and code examples via Nia
npx skills add https://github.com/vibeeval/vibecosystem --skill nia-docs
Search across 3000+ packages (npm, PyPI, Crates, Go) and indexed sources for documentation and code examples.
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package fastapi --query "dependency injection"
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package react --registry npm --query "hooks patterns"
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package sqlalchemy --grep "session.execute"
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--search "error handling middleware"
| Option | Description |
|--------|-------------|
| --package | Package name to search in |
| --registry | Registry: npm, py_pi, crates, go_modules (default: npm) |
| --query | Semantic search query |
| --grep | Regex pattern to search |
| --search | Universal search across all indexed sources |
| --limit | Max results (default: 5) |
# Python library usage
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package pydantic --registry py_pi --query "validators"
# React patterns
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package react --query "useEffect cleanup"
# Find specific function usage
uv run python -m runtime.harness scripts/mcp/nia_docs.py \
--package express --grep "app.use"
Requires NIA_API_KEY in environment or nia server in mcp_config.json.
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 vibeeval/nia-docs 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.