SKILLEMALL.ai
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AF firecrawl-local

Use this skill whenever you need to scrape web pages, crawl websites, or map site structure using a self-hosted Firecrawl instance. Triggers on requests to extract web content, build RAG pipelines from docs, bulk ingest documentation, discover site URLs, or get clean markdown from any webpage. Assumes Firecrawl is already running at localhost:3002 (no Docker startup). Falls back gracefully if unavailable. Use even if the user just says "scrape this", "crawl the docs", or "get content from X".

ClawHub Agent Skills author: SaddamTechie v1.0.0 MIT-0 3 files · 1 script body ≈ 928 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

As a process F 54/100 · Will not run — References files that are not bundled: scripts/run.sh

GeneratorDockerInfrastructuretype 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
A
92/100
safety, quality, tests
Safety 60%
100
Quality 40%
81
Run on models
none yet
Process rating
F
54/100
Will not run
References files that are not bundled: scripts/run.sh
Tools and files w 18
0
Result and completion w 14
0
Progress reporting w 2
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: 3. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: scripts/run.sh

Process rating: all ten parameters 54/100

Will not run. References files that are not bundled: scripts/run.sh
  • 0Tools and files. 1 referenced file(s) missing: scripts/run.sh
  • 0Result and completion. Does not say what the result is
  • 0Progress reporting. Says nothing while it works
  • 50Failures and branches. 0 branches, has a failure section
  • 70When it triggers. States when to use, but not when not to
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Steps. 7 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 928 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

  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • -2localhost URLs: will not work for another user
  • +1No license
  • +2Single-language instructions
  • +5Description quotes 3 example trigger phrases
  • +3Description length 497: enough signal without eating the budget
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 7 items
  • +4Has examples (8 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 81.

External checks

ClawHub: clean
This skill is a disclosed local Firecrawl wrapper for scraping and crawling websites, with normal privacy and scope risks for web extraction tools.
LLM: benign (high) · VirusTotal: · 29 May 2026