Skip to content

From the author

Analyze alignment between LLM judge scores and human labels in an eval dataset. Use this skill whenever someone wants to evaluate how well an LLM judge agrees with human reviewers, calculate TPR/TNR, investigate disagreements, or improve a scorer prompt. Trigger on phrases like: "calculate TPR/TNR", "judge alignment", "where does the LLM disagree with humans", "improve my scorer", "why is the LLM getting these wrong", "compare human labels to LLM scores", "evaluate my eval", or any time someone shares eval results and asks about score quality or judge calibration.

Install

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

Installs to .claude/skills/llm-align/ · 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.

Want your agent to suggest skills while you type? See how to use skills from your IDE.

Safety checks on SKILL.md

No warnings.

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.

Similar skills

Closest to this one by what they do and when they are used.

Ratings & reviews

—

no reviews

Tried this skill? Rate it to help others. Sign in

    Discussion

    Join the discussion. Sign in