search-layer
Search Layer v2.2 — 意图感知多源检索协议
四源同级：Brave (web_search) + Exa + Tavily + Grok。按意图自动选策略、调权重、做合成。
执行流程
用户查询
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[Phase 1] 意图分类 → 确定搜索策略
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[Phase 2] 查询分解 & 扩展 → 生成子查询
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[Phase 3] 多源并行检索 → Brave + search.py (Exa + Tavily + Grok)
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[Phase 4] 结果合并 & 排序 → 去重 + 意图加权评分
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[Phase 5] 知识合成 → 结构化输出
More from blessonism/openclaw-search-skills
mineru-extract
Use the official MinerU (mineru.net) parsing API to convert a URL (HTML pages like WeChat articles, or direct PDF/Office/image links) into clean Markdown + structured outputs. Use when web_fetch/browser can’t access or extracts messy content, and you want higher-fidelity parsing (layout/table/formula/OCR).
162content-extract
Robust URL-to-Markdown extraction for OpenClaw workflows. Use when the user wants to "extract/summarize/convert a webpage to markdown" (especially WeChat mp.weixin.qq.com) and web_fetch/browser is blocked or messy. Uses a cheap probe via web_fetch first, then falls back to the official MinerU API (via the local mineru-extract skill) and returns a traceable result contract with source links.
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