Find library documentation and code examples through Nia. Search within a package by meaning or regular expression, or search across indexed sources, with options to select a package registry and limit the number of results.
中文简介正在准备中。当前显示英语简介。
Search library documentation and code examples via Nia
安装前可以查看交给 AI 代理的指令内容。
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.
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Coordinate background agents through saved files, keeping lengthy work transcripts out of the main conversation. It defines how to pass results between agents, monitor progress, and verify completed work with tests.
中文简介正在准备中。当前显示英语简介。
Delegate implementation, file reading, and testing to separate agents, then bring concise summaries back to the main conversation. The rules explain when delegation helps and when a small edit is better handled directly.
中文简介正在准备中。当前显示英语简介。
Organize implementation work across research, planning, validation, implementation, and review agents. Each stage passes files to the next, while implementation starts with failing tests and the main conversation coordinates the workflow.
中文简介正在准备中。当前显示英语简介。
Connect Agentica SDK agents to Claude Code CLI through a proxy, an intermediary server. Use setup and debugging guidance to address file permissions, streamed responses, result formatting, and agents reporting success without performing the requested operations.
中文简介正在准备中。当前显示英语简介。
Consult Agentica APIs when building workflows where multiple AI agents cooperate. This reference covers eleven coordination patterns, agent tracking, shared state, handoffs, and ways to combine results, with pointers to detailed API specifications.
中文简介正在准备中。当前显示英语简介。
Write clearer instructions for Agentica and REPL agents by specifying roles, file operations, and output formats. Includes templates for dividing research, coordinating specialists, reviewing solutions, and passing results between agents through files.
中文简介正在准备中。当前显示英语简介。