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Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and JavaScript rendering. Use when asked to scrape, crawl, or extract data from websites; web_fetch fails; the site has anti-bot protections; write Python code to scrape/crawl; or write spiders.

LeoYeAI/openclaw-master-skills Agent Skills author: LeoYeAI MIT 22 files body ≈ 4 819 tokens Open the sourcegithub.com↗ analyzed 2 d ago

Scrape web pages using Scrapling with anti-bot bypass (like Cloudflare Turnstile), stealth headless browsing, spiders framework, adaptive scraping, and…

As a process C 60/100 · Has gaps — weak spots: when it triggers, inputs and preconditions, running it twice

GeneratorCloudflareDockerSoftware developmenttype 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
C
67/100
safety, quality, tests
Safety 60%
50
Quality 40%
92
Run on models
none yet
Process rating
C
60/100
Has gaps
Inputs and preconditions w 11
0
Progress reporting w 2
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

What is at stake

Medium-severity findings: the skill is probably honest, but read what alarmed the scanner.

Exfiltration medium severity

Below is the worst case for this category. The finding here is medium: the guard saw a sign, not a proof.

If you install

The instructions or scripts send data out: environment variables, keys, file contents, chat history. You may never notice, because the agent performs the upload as "part of the task".

For the author

If the upload is not needed for the task, remove it: catalogs flag such skills and delist them. If it is needed, name the destination explicitly, say what leaves the machine, and give the user a switch.

How to improve

    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 · 10

    ✓ No critical or high findings

    Medium and low: 10
    • medium Exfiltration exfil-webhook-url references/fetching/static.md:53
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      >>> page = Fetcher.get('https://scrapling.requestcatcher.com/get', stealthy_headers=True, follow_redirects=True)
      quoted
    • medium Exfiltration exfil-webhook-url references/fetching/static.md:54
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      >>> page = Fetcher.get('https://scrapling.requestcatcher.com/get', proxy='http://username:password@loca…030')
      quoted
    • medium Exfiltration exfil-webhook-url references/fetching/static.md:72
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      >>> page = await AsyncFetcher.get('https://scrapling.requestcatcher.com/get', stealthy_headers=True, follow_redirects=True)
      quoted
    • medium Exfiltration exfil-webhook-url references/fetching/static.md:73
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      >>> page = await AsyncFetcher.get('https://scrapling.requestcatcher.com/get', proxy='http://username:password@loca…030')
      quoted
    • medium Exfiltration exfil-webhook-url references/fetching/static.md:107
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      >>> page = Fetcher.post('https://scrapling.requestcatcher.com/post', data={'key': 'value'}, params={'q': 'query'})
      quoted
    • medium Exfiltration exfil-webhook-url SKILL.md:114
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      scrapling extract get "https://scrapling.requestcatcher.com" content.md --cookies "session=abc123; user=john"
      quoted
    • medium Exfiltration exfil-webhook-url SKILL.md:161
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      scrapling extract fetch "https://scrapling.requestcatcher.com/" content.md --network-idle
      quoted
    • medium Exfiltration exfil-webhook-url SKILL.md:164
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      scrapling extract fetch "https://scrapling.requestcatcher.com/" data.txt --wait-selector ".content-loaded"
      quoted
    • medium Exfiltration exfil-webhook-url SKILL.md:167
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      scrapling extract fetch "https://scrapling.requestcatcher.com/" page.html --no-headless --disable-resources
      quoted
    • medium Exfiltration exfil-webhook-url SKILL.md:170
      Webhook / callback URL commonly used for exfiltration (verify the destination) (quoted — discussed, not commanded)
      scrapling extract stealthy-fetch "https://scrapling.requestcatcher.com" content.md
      quoted

    Files scanned: 22. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    ✓ No remarks against the Agent Skills spec

    Process rating: all ten parameters 60/100

    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Progress reporting. Says nothing while it works
    • 20When it triggers. No condition that starts the skill
    • 30Running it twice. 3 mutating operations with no state check
    • 60Tools and files. Uses tools (web, python) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70Execution cost. Instruction body is 4819 tokens
    • 100Steps. 23 steps
    • 100Failures and branches. 3 branches, has a failure section
    • 100Consistency. Name and required fields are in place
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing

    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)
    • +2Single-language instructions
    • +3Description length 342: enough signal without eating the budget
    • +4Structure: 15 headings
    • +3Step-by-step instructions: 23 items
    • +3Output format is stated explicitly
    • +4Has examples (15 code blocks)
    • +4Reference files are cited in the instructions (2 of 2)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 92.