firecrawl-knowledge-ingest
Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. Use for JS-heavy docs, login-gated portals, paginated help centers, support knowledge bases, or structured JSON/markdown extraction from documentation sites.
By firecrawl · 31,189 installs
npx skills add firecrawl/firecrawl-workflows --skill firecrawl-knowledge-ingest
Source repository · Upstream listing
Firecrawl Knowledge Ingest
Use this when a docs portal needs browser navigation, auth, pagination, or JS rendering.
Onboarding Interview
Infer the portal URL, output format, auth needs, and page limit from context. If the portal is clear, proceed immediately.
Ask at most 1 3 concise questions only if blocked, such as the portal URL, whether authentication is required, or the desired output format.
Firecrawl Collection Plan
Use Firecrawl browser to:
open the portal and inspect navigation
identify sections, categories, sidebar links, and article URLs
follow sidebar navigation, next links, pagination, load more controls, or search
scrape article content as markdown
extract metadata such as title, section, last updated date, author, and tags
Try Firecrawl map as a supplement for public URLs, but use browser navigation for auth gated or JS heavy content.
Final Deliverable
JSON Shape
Use source , url , extractedAt , totalArticles , and sections[] with article title , url , section , content , and metadata .
Quality Bar
Preserve code examples, tables, and formatting.
Strip nav chrome, headers, and footers.
Track extraction progress and page failures.
Respect authentication boundaries.