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AB scraping-google-search-results

Scrapes Google search results for any query using apidojo's Google Search scraper on Apify. Triggers when the user asks to: get Google search results for a keyword, scrape SERP data for a query, export Google results to a dataset, fetch URLs and snippets from Google for a search term, get all results from a Google search, or collect Google SERP data for multiple keywords. Returns URL, title, snippet, position, and SERP feature type per result. Ideal for SEO analysts, researchers, journalists, and competitive intelligence teams.

ClawHub Agent Skills author: API Dojo v1.0.0 MIT-0 2 files body ≈ 950 tokens Open the sourceclawhub.ai↗ analyzed 3 d ago

Scrapes Google search results for any query using apidojo's Google Search scraper on Apify.

As a process B 73/100 · Nearly there — weak spots: progress reporting

AnalyzerData and analyticsInfrastructureMarketingtype 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%
95
Quality 40%
88
Run on models
none yet
Process rating
B
73/100
Nearly there
Progress reporting w 2
0
Failures and branches w 10
50
Tools and files w 18
60
the three weakest of ten parameters · all ten

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 · 5

    ✓ No critical or high findings

    Medium and low: 5
    • low Exfiltration exfil-secret-in-url SKILL.md:89
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      "https://api.apify.com/v2/acts/apidojo~google-search-scraper/runs?token=…" \
      placeholder
    • low Exfiltration exfil-secret-in-url SKILL.md:96
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=…" | grep '"status"'
      placeholder
    • low Exfiltration net-credential-use SKILL.md:96
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID?token=…" | grep '"status"'
      vendor-host
    • low Exfiltration exfil-secret-in-url SKILL.md:101
      Credential passed in a URL query string (normal for some APIs — verify the host is the intended service) (placeholder value)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=…&format=json"
      placeholder
    • low Exfiltration net-credential-use SKILL.md:101
      Credential used in a network call (verify the destination is the intended service) (the skill's own vendor host)
      curl "https://api.apify.com/v2/actor-runs/$RUN_ID/dataset/items?token=…&format=json"
      vendor-host

    Files scanned: 2. 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 73/100

    • 0Progress reporting. Says nothing while it works
    • 50Failures and branches. 0 branches, has a failure section
    • 60Tools and files. Uses tools (web) that frontmatter does not declare
    • 60Result and completion. Output format stated, no completion criterion
    • 70When it triggers. States when to use, but not when not to
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 100Steps. 5 steps
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 950 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)
    • +2Single-language instructions
    • +3Description length 533: enough signal without eating the budget
    • +4Structure: 8 headings
    • +3Step-by-step instructions: 5 items
    • +3Output format is stated explicitly
    • +4Has examples (7 code blocks)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 88.

    External checks

    ClawHub: suspicious
    The skill does what it claims, but it sends arbitrary Google search queries to Apify and shows API-token-in-URL commands without enough privacy or credential-handling guidance.
    LLM: suspicious (medium) · VirusTotal: · 3 Sept 2026