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Skills/firecrawl/firecrawl-workflows/firecrawl-knowledge-ingest
firecrawl-knowledge-ingest logo

firecrawl-knowledge-ingest

firecrawl/firecrawl-workflows
14K installs43 stars
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Installation

npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-knowledge-ingest

Summary

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.

SKILL.md

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.

Score

0–100
74/ 100

Grade

B

Popularity26/30

14,281 installs — strong, widely used.

Completeness27/30

Documented: full SKILL.md body, description, one-line install. Missing: category/license metadata.

Trust15/25

Community skill with a public GitHub source repository you can review.

Freshness6/15

No update timestamp is tracked for this skill in our catalog.

Scored automatically from popularity, completeness, trust, and freshness — computed only from data in our catalog, never fabricated.

Proud of your score? Add this badge to your README.

Paste a snippet into your GitHub README. The badge updates automatically and links back to this page.

Firecrawl Knowledge Ingest skill score badge previewScore badge

Markdown

[![Firecrawl Knowledge Ingest skill](https://www.remoteopenclaw.com/skills/firecrawl/firecrawl-workflows/firecrawl-knowledge-ingest/badges/score.svg)](https://www.remoteopenclaw.com/skills/firecrawl/firecrawl-workflows/firecrawl-knowledge-ingest)

HTML

<a href="https://www.remoteopenclaw.com/skills/firecrawl/firecrawl-workflows/firecrawl-knowledge-ingest"><img src="https://www.remoteopenclaw.com/skills/firecrawl/firecrawl-workflows/firecrawl-knowledge-ingest/badges/score.svg" alt="Firecrawl Knowledge Ingest skill"/></a>

Firecrawl Knowledge Ingest FAQ

How do I install the Firecrawl Knowledge Ingest skill?

Run “npx skills add https://github.com/firecrawl/firecrawl-workflows --skill firecrawl-knowledge-ingest” in your terminal. The skill is added to your agent's skills directory and picked up automatically on the next run — no restart or extra configuration needed.

What does the Firecrawl Knowledge Ingest skill do?

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. The full SKILL.md on this page shows the exact instructions the skill gives your agent.

Is the Firecrawl Knowledge Ingest skill free?

Yes. Firecrawl Knowledge Ingest is a free, open-source skill published from firecrawl/firecrawl-workflows. As with any third-party skill, review the source repository before installing it into an agent with sensitive access.

Does Firecrawl Knowledge Ingest work with Claude Code and OpenClaw?

Yes. Skills use the portable SKILL.md format, so Firecrawl Knowledge Ingest works with Claude Code, OpenClaw, Codex, Hermes, and any other agent that reads SKILL.md skills.

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