Claude Cursor Skill

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.

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Download firecrawl-skills-skills_workflows_firecrawl-knowledge-ingest-8507156.zip · 1 KB
Part of firecrawl/skills — 33 skills

Install

skills CLI npx skills add https://github.com/firecrawl/skills/tree/main/skills/workflows/firecrawl-knowledge-ingest
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install firecrawl-skills@llmmart
Git 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)
  • 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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