ClaudSkills / General / operations

LLM Evals Checklist

Category: General  ·  Sub-category: operations  ·  Last updated:
ai:llm
Use this skill when a developer wants to check if they're ready to build evaluations for their AI system. Triggers on: "am I ready to build evals", "can I start building evaluations", "eval readiness check", "pre-eval checklist", "what do I need before building evals", "how do I know if I'm ready to evaluate my AI", "should I build evals now", "eval prerequisites", "do I have enough to start building evals". Runs a readiness check across four prerequisites — tracing, logs, annotations, issues — before a developer invests time in building evaluations. Checks the codebase and project files first; only asks the developer when it cannot determine the answer itself.

What this skill does

LLM Evals Checklist is a community-contributed Claude Code skill in the operations sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-evals-checklist/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM Evals Checklist 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-evals-checklist
curl -L https://claudskills.com/skills/llm-evals-checklist/SKILL.md \
  -o ~/.claude/skills/llm-evals-checklist/SKILL.md

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

Skills live at ~/.claude/skills/llm-evals-checklist/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\llm-evals-checklist\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

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills