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.
Install
npx skills add https://github.com/firecrawl/skills/tree/main/skills/workflows/firecrawl-knowledge-ingest
claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install firecrawl-skills@llmmart
git clone https://github.com/firecrawl/skills.git
The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole firecrawl/skills collection as a plugin from our marketplace. Git is the plain clone.
Skill manifest
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
# Knowledge Ingest: [Portal]
## Summary
[Pages extracted, sections covered, limitations]
## Output
[JSON/markdown/merged file path or content]
## Sections
[Section names and article counts]
## Failed Or Restricted Pages
[Any access/loading issues]
## Sources
[URLs extracted]
## Rerun Inputs
workflow: firecrawl-knowledge-ingest
url: [portal url]
format: [json/markdown/merged]
max_pages: [number]
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.
Files (skills)
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SKILL.md 2.2 KB
--- name: firecrawl-knowledge-ingest description: 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. license: ISC metadata: author: firecrawl version: "0.1.0" homepage: https://www.firecrawl.dev source: https://github.com/firecrawl/firecrawl-workflows inputs: - name: FIRECRAWL_API_KEY description: Firecrawl API key for hosted Firecrawl requests. required: true --- # 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 ```markdown # Knowledge Ingest: [Portal] ## Summary [Pages extracted, sections covered, limitations] ## Output [JSON/markdown/merged file path or content] ## Sections [Section names and article counts] ## Failed Or Restricted Pages [Any access/loading issues] ## Sources [URLs extracted] ## Rerun Inputs workflow: firecrawl-knowledge-ingest url: [portal url] format: [json/markdown/merged] max_pages: [number] ``` ## 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.
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