Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/firecrawl/firecrawl-workflows/firecrawl-qanpx skills add firecrawl/firecrawl-workflows --skill firecrawl-qagit clone --depth 1 https://github.com/firecrawl/firecrawl-workflowsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/firecrawl/firecrawl-workflows/firecrawl-qa)<a href="https://agentmods.dev/skills/firecrawl/firecrawl-workflows/firecrawl-qa"><img src="https://agentmods.dev/badge/skills/firecrawl/firecrawl-workflows/firecrawl-qa.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00049 | $0.00533 |
| Opus 5 | $0.00024 | $0.00267 |
| Sonnet 5 | $0.00010 | $0.00107 |
| Haiku 4.5 | $0.00005 | $0.00053 |
Grade A, and why
firecrawl-qa scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
1 near-identical copy found in the catalogue:
- firecrawl-qa — 100% identical, 0 lines differ
What it actually says
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
# 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.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 4d ago First seen · 81 lines · 49 tokens per session scan A f8f0c23d22f0
firecrawl-qa is a skill published in the GitHub repository firecrawl/firecrawl-workflows (150 stars, last pushed 13d ago), licensed ISC. It adds 49 tokens to every session and 533 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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