Free Keyword Miner
v1.0.0Free keyword research using Google PAA, Autocomplete, Reddit discussions, and Bing. No paid API needed.
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MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
Name/description align with the code and SKILL.md. The script implements Google PAA (via people-also-ask), Autocomplete, Reddit JSON endpoints, and simple Bing scraping. Required binary is only python3. Minor mismatch: SKILL.md/README recommend installing 'requests' and 'beautifulsoup4' though the included code uses urllib and does not import bs4/requests — this is an implementation consistency nit, not a functional red flag.
Instruction Scope
Runtime instructions are limited to running the provided Python script and installing suggested pip packages. The SKILL.md does not instruct reading unrelated files, accessing credentials, or posting data to unknown endpoints. It does advise proxy rotation and notes rate limits; those are relevant to heavy scraping but are within the skill's scope.
Install Mechanism
No formal install spec in the registry (instruction-only), which is low risk. The README/SKILL.md advise pip installing third-party packages (people-also-ask, beautifulsoup4, requests) which will execute code from PyPI — a normal pattern but something to vet. The people-also-ask package will perform scraping logic outside of this repository; review that package if you need higher assurance.
Credentials
The skill requests no environment variables, no credentials, and no config paths. Network access to Google, Reddit, and Bing is required for its stated function; that is proportional to its purpose. The script does not attempt to exfiltrate results to any hidden or third-party endpoints.
Persistence & Privilege
Skill is not marked 'always'. It is user-invocable and allows normal autonomous invocation (platform default). It does not modify other skills or system configs and does not request persistent elevated privileges.
Assessment
This skill appears to be what it claims: a scraper-based keyword miner that needs only Python and some PyPI packages. Before installing/running: (1) audit the third‑party packages (especially 'people-also-ask') since pip installs execute upstream code; (2) run the tool in an isolated environment (virtualenv/container) to limit risk; (3) be aware of scraping and terms-of-service and rate‑limit your queries (and avoid using credentials or sensitive queries); (4) note Reddit subreddits include adult/NSFW topics so outputs may contain sensitive content; (5) if you plan heavy use, review/monitor proxy usage and consider legal/ethical implications of scraping target sites.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.
Runtime requirements
🔍 Clawdis
OSLinux · macOS · Windows
Binspython3