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Ask HN: How do you evaluate the skills your AI agents use?

Do you systematically evaluate agent skills, either before or while using them? If so, what tools or methods do you use? Or do you mostly rely on reading the SKILL.md and trying things out?

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Source record

Recorded metrics

points · 1 votes
2026-11-09 14:30:25.673Z
cumulative since publication

Research analysis

Reported problem

Source account: Do you systematically evaluate agent skills, either before or while using them? If so, what tools or methods do you use? Or do you mostly rely on reading the SKILL.md and trying things out?

Frequency & alternatives

Recorded author: enesalatas. Source votes: 1 votes (Nov 9, 2026 UTC; cumulative since publication) Recent records to compare: “Ask HN: Is it normal to not write code for a years as software engineer?” (Hacker News, Nov 9, 2026); “Idea: physics/bounds admissibility checks for agentic tool-call arguments (agents module)” (GitHub Issues, Nov 8, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

Demand hypothesis

Treat the reported task or obstacle as an interview lead. A feature request, complaint or search for alternatives does not by itself identify a budget owner or willingness to pay.

Commercial evidence gaps

Missing evidence: distinct affected users, repeated occasions, current workaround, measured time or money cost, purchasing authority and a response to a concrete offer.

Validation decision

Group original reports by the same task and deduplicate authors and reposts. Ask how the task is handled today and what it costs; test a defined offer before claiming paid demand.