Domains
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Mechanism
Breaks down how the skill works and what it produces, so you can quickly judge whether it fits your scenario and value.
When a user needs to find GitHub projects by keywords/stars/update date, extract contributor contacts, or build developer lead lists for recruiting, outreach, or community building.
python -u ./scripts/github_project_contributor_finder_api.py ....Structured repo metrics (name, url, owner, description, stars) and contributor profiles (username, bio, website, Twitter) for lead gen and research.
Use Cases
A tech recruiting firm wants to build a pipeline of React experts. They use this skill with keywords 'react' and min stars 1000, updated recently. The script returns repos and active contributors with bios, personal sites, Twitter. Recruiters get warm leads and reach out directly, cutting sourcing time from days to minutes.
A developer-tool startup needs leads for its product. They search GitHub by 'browser automation' with 100+ stars, extract contributor websites and Twitter handles, then run targeted outreach. The skill avoids captcha and IP issues, delivering cost-effective, structured lead lists without building crawlers.
Skill Relationships
Dependency relationships read as "the upper tier points to the lower tier." The current Skill sits in the middle tier — above are Skills that depend on it, below are Skills it depends on.
Tier 1 · These Skills Use Me
Tier 2 · Current Skill
Tier 3 · I Use These Skills
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Skill File