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Turn free-form notes from reading agent traces into trace codes: named, yes/no failure or quality patterns with definitions, examples and counts. Use this skill whenever someone has annotated traces or review notes and asks to "cluster my notes", "create trace codes", "find the failure modes", "do error analysis on these annotations", "what patterns are in these traces", or "what should we fix first". Also use to merge new notes into an existing set of codes. Output is a trace codes file, a labeling sheet for human review, and proposed rubric updates.

Install

npx skills add Calibre-Labs/reforge-ai-evals --skill trace-codes -a claude-code

Installs to .claude/skills/trace-codes/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 83

Security100
Provenance63
Maintenance100
Licence100
Adoption34

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