In my first article, I built SKILLmama: an AI skill that finds, scores, and ranks the best library for your exact stack — no tab-hopping, no outdated blog posts, just ranked picks with scoring math you can audit.

The scoring formula was the core of v1.0:

Score = (Compatibility × 0.40) +

(Popularity × 0.30) +

(Maintenance × 0.15) +