ClaudSkills / General / general-misc

LLM Judge Alignment

Category: General  ·  Sub-category: general-misc  ·  Last updated:
ai:llm
Use this skill when a developer wants to validate how well their LLM judge aligns with human judgment. Triggers on: "validate my LLM judge", "check if my judge is accurate", "my judge scores don't match human ratings", "calibrate my evaluator", "how reliable is my judge", "measure judge alignment", "test my eval", "check my judge against human labels", "is my judge any good", "validate my evaluator", "my judge is too strict", "my judge keeps missing failures". Takes a judge prompt and human-labeled examples, measures pass agreement rate and failure catch rate, identifies directional bias (too lenient or too strict), and walks the dev through targeted fixes until alignment meets a reliable threshold.

What this skill does

LLM Judge Alignment is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-judge-alignment/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM Judge Alignment skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/llm-judge-alignment
curl -L https://claudskills.com/skills/llm-judge-alignment/SKILL.md \
  -o ~/.claude/skills/llm-judge-alignment/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/llm-judge-alignment/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/llm-judge-alignment/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\llm-judge-alignment\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

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Part of ClaudSkills — the open registry for Claude Code skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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