ClaudSkills / General / education-learning

LLM Annotation Guide

Category: General  ·  Sub-category: education-learning  ·  Last updated:
ai:llmtype:review
Use this skill when a developer wants to annotate their LLM outputs, set up an annotation process, or improve existing annotations. Triggers on: "help me annotate my LLM outputs", "review my annotations", "set up an annotation rubric", "my annotations feel inconsistent", "how do I label my traces", "I want to rate my AI outputs", "help me build a scoring rubric", "are my annotations any good", "I need to label good and bad outputs", "improve my annotation process". Two modes: (1) starting from scratch — helps define criteria and build a rubric before annotating; (2) already annotated — reviews existing annotations for vague criteria, missing reasoning, and inconsistency, then helps fix them.

What this skill does

LLM Annotation Guide is a community-contributed Claude Code skill in the education-learning sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/llm-annotation-guide/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The LLM Annotation Guide 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-annotation-guide
curl -L https://claudskills.com/skills/llm-annotation-guide/SKILL.md \
  -o ~/.claude/skills/llm-annotation-guide/SKILL.md

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

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

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
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