Firecrawl Research Papers Skill 安全审计

2728Use Firecrawl Research through the CLI, MCP, or equivalent Firecrawl tool29surface as the primary path for paper discovery and verification. Fall back to30general Firecrawl search and scrape for whitepapers, technical reports,31research blogs, leaderboards, or facts outside the paper corpus.32

55  categories, source ids, and dates.56- MCP: `firecrawl_research_read_paper(id, question)`57  CLI: `firecrawl research read-paper <id> --question <question>`58  Verify a specific claim or constraint inside one paper, such as method,59  reported score, benchmark, affiliation, comparison, or limitation.60- MCP: `firecrawl_search(query)` / `firecrawl_scrape(url)`61  CLI: `firecrawl search <query>` / `firecrawl scrape <url>`62  Use for web-only context: benchmark leaderboards, rankings, reports,63  whitepapers, research blogs, and source pages outside the paper index.64

87  read-paper to verify the property.88- Superlatives and leaderboards: use general web search or scrape to find the89  ranking, then map top entries back to papers with paper search.90- Author, organization, venue, date, or methodology constraints: verify with91  inspect-paper metadata or read-paper before keeping a candidate.92

81  then expand with related papers and keep close neighbors.82- Enumeration queries, such as papers that do a task or benchmark a method:83  search multiple framings, expand several strong anchors, and re-seed from84  newly found relevant papers.85- Papers that use or exhibit a property: start from the defining paper or86  strongest anchor, expand via similar, citers, or references, and use87  read-paper to verify the property.88- Superlatives and leaderboards: use general web search or scrape to find the

104105- When in doubt, include the relevant paper family rather than only the single106  best result.107- Use related-paper expansion to avoid stopping at one strong hit.108- Use read-paper to verify load-bearing constraints, not to summarize every109  candidate.110- Drop only clearly off-topic papers.

111112## Parallel Work113114If appropriate, use sub-agents or equivalent parallel task runners:115116- Academic Papers researcher117- Biomedical and Life Sciences researcher, for PubMed journal articles and118  bioRxiv/medRxiv preprints on a clinical, drug, gene, disease, epidemiology,119  or public-health topic120- Industry Reports researcher121- Technical Articles researcher122- Synthesis and citation reviewer123

102103Principles:104105- When in doubt, include the relevant paper family rather than only the single106  best result.107- Use related-paper expansion to avoid stopping at one strong hit.108- Use read-paper to verify load-bearing constraints, not to summarize every109  candidate.110- Drop only clearly off-topic papers.