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BF firecrawl-workflows

Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, SEO audits, QA reports, lead lists, knowledge bases, website design systems, and other structured web-data artifacts. Use when the user wants Firecrawl to complete a business, marketing, product, or creative workflow rather than merely scrape a page or integrate API calls into code.

ClawHub Agent Skills author: VitoLiu v1.0.0 MIT-0 2 files body ≈ 957 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

Run outcome-focused Firecrawl workflows that produce deliverables such as research reports, SEO audits, QA reports, lead lists, knowledge bases, website…

As a process F 43/100 · Will not run — References files that are not bundled: ../firecrawl-website-design-clone/SKILL.md, ../firecrawl-deep-research/SKILL.md, ../firecrawl-seo-audit/SKILL.md

ProcedureData and analyticsMarketingtype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
70
Run on models
none yet
Process rating
F
43/100
Will not run
References files that are not bundled: ../firecrawl-website-design-clone/SKILL.md, ../firecrawl-deep-research/SKILL.md, ../firecrawl-seo-audit/SKILL.md
Tools and files w 18
0
Inputs and preconditions w 11
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../firecrawl-website-design-clone/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-deep-research/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-seo-audit/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-lead-research/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-qa/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-competitive-intel/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-company-directories/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-dashboard-reporting/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-knowledge-base/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-knowledge-ingest/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-lead-gen/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-market-research/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-research-papers/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-demo-walkthrough/SKILL.md
  • warning missing-ref reference to a missing file: ../firecrawl-shop/SKILL.md
  • warning missing-ref reference to a missing file: ../../references/workflow-authoring.md
  • note frontmatter-key unknown frontmatter key "inputs"
  • note frontmatter-key unknown frontmatter key "references"

Process rating: all ten parameters 43/100

Will not run. References files that are not bundled: ../firecrawl-website-design-clone/SKILL.md, ../firecrawl-deep-research/SKILL.md, ../firecrawl-seo-audit/SKILL.md
  • 0Tools and files. 16 referenced file(s) missing: ../firecrawl-website-design-clone/SKILL.md, ../firecrawl-deep-research/SKILL.md, ../firecrawl-seo-audit/SKILL.md
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 40Consistency. Frontmatter name (firecrawl-workflows) differs from the folder (tester-skill-vito)
  • 60Result and completion. Output format stated, no completion criterion
  • 70When it triggers. States when to use, but not when not to
  • 85Steps. 33 steps, 1 vague phrases
  • 100Execution cost. Instruction body is 957 tokens
  • 100Running it twice. No mutating operations

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +4No input/output examples
  • +2Single-language instructions
  • +3Description length 375: enough signal without eating the budget
  • +4Structure: 6 headings
  • +3Step-by-step instructions: 33 items
  • +3Output format is stated explicitly
  • +1License stated

Quality base 70; lint remarks subtract, signals add up to 100. Result: 70.

External checks

ClawHub: clean
This skill is a disclosed Firecrawl workflow router that asks an agent to gather web evidence and produce user-requested deliverables; the main caution is to keep scraping scope explicit.
LLM: benign (high) · VirusTotal: · 20 Jul 2026