Eval Feedback | Agent Skills Atlas

About this skill

After a classifier eval run, read the local results JSON, append failures to FEEDBACK.json as structured observations, cluster them into failureclasses, and summarize what to fix in the next SKILL.md / strategy / config revision. Invoke when the user says 'analyze the latest eval', 'what failed in this run', 'update the feedback file', or similar.

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: fa207d98dcedeefe9e835ff9e2bb8c5b31caf0d29a4b6b3d1576d43096a44d97

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Original listing metadata

Original name

eval-feedback

Original description

After a classifier eval run, read the local results JSON, append failures to FEEDBACK.json as structured observations, cluster them into failure_classes, and summarize what to fix in the next SKILL.md / strategy / config revision. Invoke when the user says 'analyze the latest eval', 'what failed in this run', 'update the feedback file', or similar.

About this listing

Category: General
Reported license: MIT
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.