You see a GitHub repository recommended by someone on X, click into it, think it's good, save it, and then most likely never open it again. Information originating from GitHub gets processed by KOLs, and by the time it reaches you, it's already secondhand.

Why not just get firsthand information yourself? Use GitHub Trending as an information source and integrate it into your daily digest workflow: cron scheduled scraping → AI filtering and evaluation based on your business direction → install and use what's worth trying → share what's worth sharing.

Every morning when you open your daily digest, in addition to news and industry updates, there's a new section: "What new tools can I use today?" No need to browse yourself, no need to wait for someone else's recommendation, and the filtering criteria are completely your own.

The whole setup is under 200 lines of Python + one cron job. Firsthand information → evaluation → usage → sharing, in one complete loop.