QMD Knowledge Search

该 Skill 通过 QMD 命令行工具在本地知识库中执行混合检索（关键词+语义+重排）或快速关键词检索，并可按路径或 docid 读取文档全文，支持 JSON 结构化输出与最低分过滤，面向技能、文档类技术问题查阅。

热度 16.02

最近更新 2026-06-03 19:22:57

分类：知识依赖：代码执行 / 读写文件应用场景：研究 / 概念解释

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add qmd-knowledge-search

Metadata

name: qmd-search
description: Query the local knowledge base (OpenClaw docs, skills, internal wikis) using the QMD hybrid search engine (BM25 + Vector + LLM Re-ranking). Use this for technical questions about the agent's own capabilities, available skills, or documentation.

Access the local knowledge base at /root/clawd/knowledge.

Best for general queries. Combines keyword and semantic search with re-ranking.

qmd query "your query here"

Keyword-only search. Use for exact phrases.

qmd search "exact phrase"

Read a specific document by path or docid (from search results).

qmd get "path/to/doc.md" --full

Use --json if you need structured output for processing.
Use --min-score 0.5 to filter noise.
The knowledge base includes:
- OpenClaw Documentation (openclaw-docs/)
- Skill Definitions (skills/)
- QMD Documentation (qmd.md)