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Agent skill

Firecrawl QA

by firecrawl in firecrawl/skills

QA test a live website with Firecrawl browser and scrape evidence.

ISCAuto-check passedData & Analytics

Install Firecrawl QA

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

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

GitHub CLI
$ gh skill install firecrawl/skills firecrawl-qa --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-qa .claude/skills/firecrawl-qa && 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-qa
GitHub stars
115
Token cost
~587 tokens
SKILL.md length
168 words
Files
1
Skills in repo
29
Repo updated
First seen
Licence
ISC

At a glance

QA test a live website with Firecrawl browser and scrape evidence.

  • The user wants exploratory QA
  • SKILL.md covers Onboarding Interview, Firecrawl Collection Plan, Parallel Work and Final Deliverable, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Navigation/link checks

What it does

Firecrawl QA is an agent skill from firecrawl/skills. QA test a live website with Firecrawl browser and scrape evidence. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive checks, performance observations, bug reports, or a pre-launch quality review.

Its SKILL.md is about 590 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 Data & Analytics, covering Web scraping. It works with Firecrawl. The licence is ISC.

When your agent uses it

  • The user wants exploratory QA
  • Navigation/link checks
  • Responsive checks
  • Performance observations

Example prompts

  • “/firecrawl-qa”

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 QA loads about 587 tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 168 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~62
When it runs · the whole SKILL.md, loaded when a task matches
~587

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). 168 words, ~587 tokens.

Download SKILL.mdSave it as .claude/skills/firecrawl-qa/SKILL.md (or your agent's skills folder).
name
firecrawl-qa
description
QA test a live website with Firecrawl browser and scrape evidence. Use when the user wants exploratory QA, form testing, navigation/link checks, responsive checks, performance observations, bug reports, or a pre-launch quality review.
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 QA

Use this to test a live site and return a unified QA report.

Onboarding Interview

Infer the URL, QA focus, and output format from context. If the target URL is clear, proceed immediately.

Ask at most 1-3 concise questions only if blocked, such as the URL, the focus area, or credentials/constraints for protected flows.

Firecrawl Collection Plan

Use Firecrawl map to discover pages. Use Firecrawl browser for interactions, forms, navigation, and responsive/manual checks when available. Use scrape for page content and link extraction.

Parallel Work

If appropriate, use sub-agents or equivalent parallel task runners:

  • Full: Navigation and Links, Forms and Interactions, Content and Visual, Error States.
  • Forms: Form Discovery, Happy Path, Edge Cases, Validation.
  • Navigation: Sitemap, Nav Testing, Link Checker, Routing.
  • Responsive: Desktop, Tablet, Mobile, Interaction.
  • Performance: Page Load, Asset Audit, Content Efficiency, Comparison.

Each tester should return severity, URL, description, evidence, and reproduction steps.

Final Deliverable

markdown
# QA Report: [Site]

## Summary
- Health score: [x/10]
- Pages tested: [count]
- Issues found: [critical/major/minor]

## Critical Issues
[C-1] URL | Description | Steps to reproduce | Expected vs actual

## Major Issues
[M-1] URL | Description | Steps to reproduce

## Minor Issues
[m-1] URL | Description

## Positive Observations
[What works well]

## Pages Tested
[URLs]

## Agent/Test Summary
[Who tested what]

## Rerun Inputs
workflow: firecrawl-qa
url: [url]
focus: [full/forms/navigation/responsive/performance]

Quality Bar

  • Include reproduction steps for functional issues.
  • Do not report speculative bugs without evidence.
  • Deduplicate findings across testers.

© 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-qa of firecrawl/skills.

Open the folder on GitHubat commit d0ffd7c

Compare with similar skills

Firecrawl QA 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 QA compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Firecrawl QA this skillfirecrawl/skills115—~587Automated safety check: PassISC
SEO Firecrawlseranking/seo-skills160—~2.3kAutomated safety check: PassMIT
Keirouter Web Fetchmydisha/keirouter147—~741Automated safety check: PassMIT
Firecrawl Scraperdavila7/claude-code-templates32k7 repos~253Automated safety check: PassMIT
Firecrawlzapier/connectors176—~4.2kAutomated safety check: PassElastic-2.0
Firecrawl Scraperynulihao/AgentSkillOS6171 repos~4.1kAutomated safety check: NotesMIT

Similar skills

  • SEO Firecrawl

    seranking/seo-skills

    Ad-hoc web scraping, site mapping, and full-site crawling via Firecrawl MCP.

    160 GitHub stars~2.3k tokensUpdated 3 mo ago
    Data & AnalyticsAuto-check passed

  • Keirouter Web Fetch

    mydisha/keirouter

    Fetch URL → markdown / text / HTML via KeiRouter /v1/web/fetch using Firecrawl / Jina Reader / Tavily Extract / Exa Contents.

    147 GitHub stars~741 tokensUpdated 26 days ago
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  • Firecrawl Scraper

    davila7/claude-code-templates

    Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API

    32k GitHub starsUsed in 7 repos~253 tokens
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  • Firecrawl

    zapier/connectors

    Official

    Agent-callable Firecrawl tools — scrape a URL to clean Markdown, crawl a site, search the web, map site URLs, and extract structured data.

    176 GitHub stars~4.2k tokensUpdated 1 mo ago
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  • Firecrawl Scraper

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    Complete knowledge domain for Firecrawl v2 API - web scraping and crawling that converts websites into LLM-ready markdown or structured data.

    617 GitHub starsUsed in 1 repo~4.1k tokens
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  • Firecrawl

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More from firecrawl/skills

All 29 skills in this repo

  • Firecrawl Scrape

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  • Firecrawl Agent

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    Autonomously navigate websites and extract structured data across pages.

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  • Firecrawl Company Directories

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    Extract structured company lists from directories with Firecrawl.

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  • Firecrawl Competitive Intel

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    Monitor competitor pricing, features, changelogs, dashboards, and product changes with Firecrawl.

    115 GitHub stars~604 tokensUpdated today
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  • Firecrawl Crawl

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    Bulk-extract many pages from one site or section. An agent skill from firecrawl/skills.

    115 GitHub stars~467 tokensUpdated today
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  • Firecrawl Dashboard Reporting

    firecrawl/skills

    Pull metrics from analytics dashboards and internal web tools with Firecrawl browser.

    115 GitHub stars~590 tokensUpdated today
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Works with

Categories

Questions about Firecrawl QA

What does Firecrawl QA do?

QA test a live website with Firecrawl browser and scrape evidence. Firecrawl QA is an agent skill from firecrawl/skills. QA test a live website with Firecrawl browser and scrape evidence.

When should I use Firecrawl QA?

Firecrawl QA fits situations like: the user wants exploratory QA; navigation/link checks; responsive checks; performance observations.

How do I install Firecrawl QA in Claude Code?

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

How do I install Firecrawl QA in Codex?

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

Can I use Firecrawl QA 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-qa -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-qa, .gemini/skills/firecrawl-qa, .github/skills/firecrawl-qa and .opencode/skills/firecrawl-qa in your project.

What does Firecrawl QA need to run?

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

Does Firecrawl QA 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 QA 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 QA use?

Firecrawl QA 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 QA use?

About 587 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 QA?

Skills that share tags, products or a category with Firecrawl QA: SEO Firecrawl (seranking/seo-skills, 160 stars), Keirouter Web Fetch (mydisha/keirouter, 147 stars), Firecrawl Scraper (davila7/claude-code-templates, 32k stars) and Firecrawl (zapier/connectors, 176 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Firecrawl QA?

firecrawl (a GitHub organization) maintains it in firecrawl/skills, which has 115 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.