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Write deterministic, code-based evaluator functions for an AI product. Use this skill whenever you need to write evaluators that check structural properties of AI outputs (format, count, presence, schema compliance) without calling another LLM. Also use when auditing existing code-based evaluators for brittleness, coverage gaps, or false positives.

Install

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

Installs to .claude/skills/eval-code/ · 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

aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.

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