yjj0333/skills-manager-backup/firecrawl-build-search
Claude Code and agent skill by yjj0333/skills-manager-backup
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Integrate Firecrawl `/search` into product code and agent workflows. Use when an app needs discovery before extraction, when the feature starts with a query instead of a URL, or when the system should search the web and optionally hydrate result content.
Install
npx vskill@latest install yjj0333/skills-manager-backup/firecrawl-build-searchSKILL.md
The same SKILL.md was published earlier as firecrawl/skills/firecrawl-build-search.
Firecrawl Build Search
Use this when the application starts with a query, not a URL.
Use This When
- the user asks a question and the product must discover sources first
- the feature needs current web results
- you want to turn a search query into a shortlist of pages for later scraping
Default Recommendations
- Use
/searchfirst when URL discovery is part of the product behavior. - Keep search and extraction conceptually separate unless scraping search results is clearly required.
- Prefer selective follow-up extraction over broad hydration when cost or latency matters.
Common Product Patterns
- answer generation with cited sources
- company, competitor, or topic discovery
- research workflows that produce a shortlist of web pages before deeper extraction
- query-to-URL pipelines for later
/scrapeor/interact
Note that "research workflow" here means discovering web pages. If the product is searching published papers, that is a different surface — see the escalation rules below.
Escalation Rules
- If you already have the URL, use firecrawl-build-scrape.
- If the result page then requires clicks or form interaction, escalate to firecrawl-build-interact.
- If the feature searches published research papers — biomedical, clinical, and life-science literature (PubMed, bioRxiv, medRxiv) or arXiv preprints —
/searchis the wrong surface. Use the research paper index instead: firecrawl-research-index. Passingcategories: ["research"]to/searchdoes not query that index; it filters an ordinary web search to research-affiliated websites (the list includes PubMed, bioRxiv, medRxiv, arXiv, and publisher sites) and returns page results from them — no abstract search, related-paper expansion, or full-text passages. - If the feature answers developer questions from issues, pull requests, READMEs, or documentation pages, use the developer index instead: firecrawl-developer-index. The same caveat applies to
categories: ["developer"].
Implementation Notes
- Treat
/searchas discovery, ranking, and source selection. - Be explicit about whether the product needs snippets, URLs, or full result content.
- Keep the query contract stable so downstream scraping logic stays predictable.
Docs (Source of Truth)
Read the source-of-truth page for your project language before writing integration code:
- Node / TypeScript: docs.firecrawl.dev/agent-source-of-truth/node
- Python: docs.firecrawl.dev/agent-source-of-truth/python
- Rust: docs.firecrawl.dev/agent-source-of-truth/rust
- Java: docs.firecrawl.dev/agent-source-of-truth/java
- Elixir: docs.firecrawl.dev/agent-source-of-truth/elixir
- cURL / REST: docs.firecrawl.dev/agent-source-of-truth/curl
See Also
Security
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Quality evaluation
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Source
- SKILL.md in the repositoryCheckingfirecrawl-build-search/SKILL.md
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