github-solution-finder

Use GitHub search operators like stars:>500, language:python, and pushed:>2025-06-01 to filter for established, actively maintained repositories. Combine with archived:false and fork:false to exclude dead or duplicate projects.

Check the last commit date (under 3 months is healthy), open-to-closed issue ratio, contributor count, and release tags. Search the issue tracker for terms like "unmaintained" or "abandoned" to spot dead projects regardless of star count.

Use stars:>N or stars:N..M for star ranges and language:X for the primary language. Combine with pushed:>DATE for freshness, topic:X for categorization, and license:mit for license filtering.

MIT, BSD, Apache-2.0, and ISC licenses allow commercial use without open-sourcing your code. GPL requires open-sourcing if you distribute, AGPL applies even to SaaS, and repositories with no LICENSE file default to all rights reserved.

Compare download trends on npmtrends.com for npm or pypistats.org for Python packages. If two libraries are within 2x stars of each other, pick the one pushed more recently, then read the top closed issues of each.

If nothing has over 100 stars, the problem may be too niche. Search blog posts, Stack Overflow, and Reddit for how others solved it, or consider vendoring the small portion of code you need from a larger library with attribution.