firecrawl/skills

firecrawl-build-search

Integrate Firecrawl /search into product code and agent workflows.

Zobacz źródło
Oryginalny dokument Skill

Treść z repozytorium z zachowaniem nagłówków, przykładów, kodu, tabel, linków i obrazów.

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 /search first 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 /scrape or /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 — /search is the wrong surface. Use the research paper index instead: firecrawl-research-index. Passing categories: ["research"] to /search does 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 /search as 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:

See Also

z tego samego repozytorium

Więcej Skills

Wszystkie Skills
firecrawl
Oficjalne

firecrawl-build-scrape

Integrate Firecrawl /scrape into product code for single-page extraction. Use when an app already has a URL and needs markdown, HTML, links, screenshots, metadata, or structured page output. Prefer this skill over broader crawl patterns when the feature is page-level.

instalacje
60,5 tys.
GitHub Stars
107
Aktualizacja
22 wrz
firecrawl
Oficjalne

firecrawl-build-interact

Integrate Firecrawl /interact into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain /scrape cannot complete.

instalacje
60,2 tys.
GitHub Stars
107
Aktualizacja
22 wrz
firecrawl
Oficjalne

firecrawl-build-onboarding

Get Firecrawl credentials and SDK setup into a project. Use when an application needs FIRECRAWLAPIKEY, when an agent should add Firecrawl to .env, when the user wants to authenticate Firecrawl for app code, or when choosing the first SDK and docs for a new Firecrawl integration. This skill includes its own browser auth flow, so it does not depend on the website onboarding skill.

instalacje
60,1 tys.
GitHub Stars
107
Aktualizacja
22 wrz
firecrawl
Oficjalne

firecrawl-alexandria

Find a direct path to structured data through ready-made workflows, data APIs, and indexes. Follow the search skill to discover and inspect tools, then the scrape skill to execute them.

instalacje
3
GitHub Stars
106
Aktualizacja
22 wrz