deep-research
Multi-source deep research with a routing + caching + grading harness over firecrawl, exa, tavily, perplexity, scholarly-access, tooluniverse, huggingface, and context7 MCPs. Routes each sub-question to the best live provider, caches provider calls by query hash, grades every source by confidence, and delivers cited reports with numbered citations. Use when the user wants thorough, evidence-backed research on any topic.
- License 许可
- MIT
- 最近更新
- 2026-11-02
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- ★ 0
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01 前言 Front Matter
- name
- deep-research
- description
- Multi-source deep research with a routing + caching + grading harness over firecrawl, exa, tavily, perplexity, scholarly-access, tooluniverse, huggingface, and context7 MCPs. Routes each sub-question to the best live provider, caches provider calls by query hash, grades every source by confidence, and delivers cited reports with numbered citations. Use when the user wants thorough, evidence-backed research on any topic.
03 SKILL.md 正文
Deep Research
Drift-prone skill. Firecrawl/Exa/Tavily MCP tool names, quotas, and result shapes change. Verify the configured MCP tools and current API docs before promising coverage or quoting live source counts. The routing table in
references/research_harness/routing.pyis the single choke-point to update, and the preflight step catches name/availability drift at runtime.
Produce thorough, cited research reports from multiple sources. The base workflow (understand to plan to search to deep-read to synthesize to deliver) is unchanged; the Research Harness (M-16) below slots routing, caching, source-confidence grading, a cited-report renderer, and a provider preflight into that spine.
This skill is vendored from the ECC
deep-researchskill and extended with the M-16 harness. The base ECC copy is left untouched.
When to Activate
- User asks to research any topic in depth
- Competitive analysis, technology evaluation, or market sizing
- Due diligence on companies, investors, or technologies
- Any question requiring synthesis from multiple sources
- User says "research", "deep dive", "investigate", or "what's the current state of"
MCP Requirements
At least one search provider. The harness routes across whichever of these are live (see Preflight):
- firecrawl —
firecrawl_search,firecrawl_scrape,firecrawl_research_search_github(primary web) - exa (plugin
mcp__plugin_exa_exa__*) —web_search_exa,web_fetch_exa(neural/semantic)
Workflow
Step 1: Understand the Goal
Step 2: Plan the Research
Step 2.5: Preflight (which providers are live)
Step 3: Execute Multi-Source Search (harness-routed)
Step 4: Deep-Read Key Sources
Step 5: Synthesize and Write Report (graded + cited)
[Topic]: Research Report
Executive Summary
1. [First Major Theme]
Key Takeaways
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