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Agent Skill

2026

How I Actually Judge Whether an Agent Skill Is Worth Keeping
Technical Practice · 2026-10-08 · 10 分钟

How I Actually Judge Whether an Agent Skill Is Worth Keeping

By the time I was maintaining the fifteenth or so skill in dev-skills, I realized I had no reliable way to tell whether any of them actually worked. Every demo produced clean output. But the output had no control group, no causal grounding — I knew what happened with the skill mounted, not what would have happened without it. How I Was Judging at the Start # The original method was simple: write a skill, load it into Claude Code, run a task, check whether the output looked right. The first version of grill passed this way — I fed it a service design with a concurrency bug, the agent flagged a lock contention issue, I marked it valid.

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