Multi-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis accordingly. Triggers on "deep search", "multi-source search", or when high-quality research is needed.
Quickly install search-layer AI skill to your development environment via command line
Source: blessonism/openclaw-skills.
| 意图 | 识别信号 | Mode | Freshness | 权重偏向 |
| Factual | "什么是 X"、"X 的定义"、"What is X" | answer | — | 权威 0.5 | | Status | "X 最新进展"、"X 现状"、"latest X" | deep | pw/pm | 新鲜度 0.5 | | Comparison | "X vs Y"、"X 和 Y 区别" | deep | py | 关键词 0.4 + 权威 0.4 | | Tutorial | "怎么做 X"、"X 教程"、"how to X" | answer | py | 权威 0.5 | | Exploratory | "深入了解 X"、"X 生态"、"about X" | deep | — | 权威 0.5 |
| News | "X 新闻"、"本周 X"、"X this week" | deep | pd/pw | 新鲜度 0.6 | | Resource | "X 官网"、"X GitHub"、"X 文档" | fast | — | 关键词 0.5 |
Stable fields and commands for AI/search citations.
npx skills add https://github.com/blessonism/openclaw-skills --skill search-layerMulti-source search and deduplication layer with intent-aware scoring. Integrates Brave Search (web_search), Exa, Tavily, and Grok to provide high-coverage, high-quality results. Automatically classifies query intent and adjusts search strategy, scoring weights, and result synthesis accordingly. Triggers on "deep search", "multi-source search", or when high-quality research is needed. Source: blessonism/openclaw-skills.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/blessonism/openclaw-skills --skill search-layer Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/blessonism/openclaw-skills