Tomasz Tunguz Blog · 2026-02-09
· 115d
Skills as the New Distribution Layer in AI: From Conversationalists to Operators
The article argues that AI skills—programs written in English that enable agents to perform tasks—represent the future of software distribution, replacing traditional application-centric models. Skills encode institutional knowledge and eliminate training friction, with major repositories already accumulating tens of thousands of implementations. However, the emerging distribution layer carries security risks requiring trusted verification mechanisms.
Metrics in this report
Anthropic Official Skills Repository GitHub Stars
67000stars
current
Official AI skills distribution platform
Cursor Rules GitHub Stars
38000stars
current
IDE-integrated skills adoption
Malware Detection Rate in AI Repositories
4784repositories analyzed
sample
Security analysis of AI agent skill packages
OpenClaw Awesome-Skills List GitHub Stars
12500stars
current
Curated community skills repository (3000 skills)
Tomasz Tunguz Newsletter Subscribers
150000subscribers
current
Audience reach for tech insights publication
Top MCP Server Aggregator GitHub Stars
81000stars
current
Skills ecosystem adoption indicator