Your SKILL.md Is 70% Stuff the Model Already Knows - Nikolay Petrov, Intel
Source
youtube.com
Author
AI Engineer
Date
Why it matters
You can measure which lines of a agent skillA reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.Full definition → change model behavior by ablating each claim, instead of guessing. This lets you prune skills safely and keep the details that matter.
Terms in this piece · Glossary
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
agent skill — A reusable instruction file that teaches an agent how to do one job well — the procedure, the tools, and what counts as done.
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