What's this about?
OrangeAI and collaborators (including "Master Cang") launched a curated skills marketplace inside the Cola agent — every skill hand-picked, human-tested, with tutorial videos. Their thesis: skills are better *refined* than *numerous*. OrangeAI recounts a user who installed 10,000 skills and made their agent measurably worse.
What exactly is a "skill" and why can more be worse?
A skill is a packaged instruction set an agent loads for a class of task. But each one competes for the agent's attention and context; pile on thousands and the agent gets confused about which to use, degrading performance. It's the paradox of choice applied to tools — curation beats accumulation.
What's the community saying?
87 + 59 likes.
- "Better refined than numerous" resonates — the 10,000-skill horror story is the memorable proof.
- Anti-slop positioning: hand-picked and human-tested is pitched explicitly against AI-auto-generated skill spam.
- Connects to the day's Skill-Entropy paper and the week's broader "are skills suggestions or rules?" debate — the field is figuring out how to manage skills, not just make them.