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.

6 metrics· Cited 0× in the knowledge base ·Open source ↗

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