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Agent skill

Firecrawl Knowledge Ingest

by firecrawl in firecrawl/skills

Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser.

ISCAuto-check passedSales & Support

Install Firecrawl Knowledge Ingest

skills CLI
$ npx skills add firecrawl/skills --skill firecrawl-knowledge-ingest -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-knowledge-ingest --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/firecrawl/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workflows/firecrawl-knowledge-ingest .claude/skills/firecrawl-knowledge-ingest && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
firecrawl-knowledge-ingest
GitHub stars
116
Token cost
~565 tokens
SKILL.md length
170 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser.

  • Login-gated portals
  • SKILL.md covers Onboarding Interview, Firecrawl Collection Plan, Final Deliverable and JSON Shape, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Paginated help centers

What it does

Firecrawl Knowledge Ingest is an agent skill from firecrawl/skills. 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.

Its SKILL.md is about 570 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Sales & Support, covering Web scraping, Help center and FAQ content and Static sites and blogs. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • Login-gated portals
  • Paginated help centers
  • Support knowledge bases
  • Structured JSON/markdown extraction from documentation sites

Example prompts

  • “/firecrawl-knowledge-ingest”

Requirements

  • A credential in FIRECRAWL_API_KEY

What it can do on your machine

Read from SKILL.md and the folder at commit d0ffd7c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Firecrawl Knowledge Ingest loads about 565 tokens when it runs. Until then it costs about 68 tokens; SKILL.md has 170 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~565

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from firecrawl/skills at commit d0ffd7c, republished under its ISC licence (© firecrawl). 170 words, ~565 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-knowledge-ingest/SKILL.md (or your agent's skills folder).
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
metadata.version
0.1.0
metadata.homepage
https://www.firecrawl.dev
metadata.source
https://github.com/firecrawl/firecrawl-workflows

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.

© firecrawl, ISC. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/workflows/firecrawl-knowledge-ingest of firecrawl/skills.

Open the folder on GitHubat commit d0ffd7c

Compare with similar skills

Firecrawl Knowledge Ingest next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Firecrawl Knowledge Ingest compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl Knowledge Ingest this skillfirecrawl/skills116—~565Automated safety check: PassISC
Init KbLeoYeAI/openclaw-master-skills2.2k—~7kAutomated safety check: PassMIT
Cf Crawldavila7/claude-code-templates32k—~2.6kAutomated safety check: NotesMIT
Update Knowledge Baseamplitude/builder-skills159—~746Automated safety check: PassNone
Cs Kb Articleevolution-foundation/evo-nexus545—~3.4kAutomated safety check: PassCustom licence
Kb Auditmohitagw15856/pm-claude-skills1.4k—~959Automated safety check: PassMIT

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  • Init Kb

    LeoYeAI/openclaw-master-skills

    Initialize or update a knowledge base for a project, business, or client.

    2.2k GitHub stars~7k tokensUpdated 2 mo ago
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Works with

Categories

Questions about Firecrawl Knowledge Ingest

What does Firecrawl Knowledge Ingest do?

Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser. Firecrawl Knowledge Ingest is an agent skill from firecrawl/skills. Ingest public or authenticated knowledge bases and docs portals with Firecrawl browser.

When should I use Firecrawl Knowledge Ingest?

Firecrawl Knowledge Ingest fits situations like: login-gated portals; paginated help centers; support knowledge bases; structured JSON/markdown extraction from documentation sites.

How do I install Firecrawl Knowledge Ingest in Claude Code?

Run `npx skills add firecrawl/skills --skill firecrawl-knowledge-ingest -a claude-code`. Or copy the skill folder (skills/workflows/firecrawl-knowledge-ingest in firecrawl/skills) into .claude/skills/firecrawl-knowledge-ingest in your project. Claude Code loads it when a task matches its description.

How do I install Firecrawl Knowledge Ingest in Codex?

Run `npx skills add firecrawl/skills --skill firecrawl-knowledge-ingest -a codex`. Or copy the skill folder (skills/workflows/firecrawl-knowledge-ingest in firecrawl/skills) into .agents/skills/firecrawl-knowledge-ingest in your project. Codex loads it when a task matches its description.

Can I use Firecrawl Knowledge Ingest in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add firecrawl/skills --skill firecrawl-knowledge-ingest -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/firecrawl-knowledge-ingest, .gemini/skills/firecrawl-knowledge-ingest, .github/skills/firecrawl-knowledge-ingest and .opencode/skills/firecrawl-knowledge-ingest in your project.

What does Firecrawl Knowledge Ingest need to run?

SKILL.md names no scripts, command-line tools or credentials: Firecrawl Knowledge Ingest is instructions for the agent only. Our summary lists: A credential in FIRECRAWL_API_KEY.

Does Firecrawl Knowledge Ingest access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Firecrawl Knowledge Ingest safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Firecrawl Knowledge Ingest use?

Firecrawl Knowledge Ingest is published under the ISC licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Firecrawl Knowledge Ingest use?

About 565 tokens (SKILL.md is roughly 2.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Firecrawl Knowledge Ingest?

Skills that share tags, products or a category with Firecrawl Knowledge Ingest: Init Kb (LeoYeAI/openclaw-master-skills, 2.2k stars), Cf Crawl (davila7/claude-code-templates, 32k stars), Update Knowledge Base (amplitude/builder-skills, 159 stars) and Cs Kb Article (evolution-foundation/evo-nexus, 545 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl Knowledge Ingest?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 116 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 6, 2026.

Source: firecrawl/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.