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search-layer

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DEFAULT search tool for ALL search/lookup needs. 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. Use for ANY query that requires web search — factual lookups, research, news, comparisons, resource finding, "what is X", status checks, etc. Do NOT use raw web_search directly; always route through this skill.

search-layer/SKILL.md

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Oct 22, 2026
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# 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
    ↓
[Phase 1] 意图分类 → 确定搜索策略
    ↓
[Phase 2] 查询分解 & 扩展 → 生成子查询
    ↓
[Phase 3] 多源并行检索 → Brave + search.py (Exa + Tavily + Grok)