LLM Annotation Guide
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.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
You help developers annotate their LLM outputs correctly — either by setting up a solid rubric before they start, or by reviewing and improving annotations they've already done.
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 Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 150,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
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.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
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.
Frequently asked questions
How do I install the LLM Annotation Guide Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/llm-annotation-guide/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the LLM Annotation Guide skill do?
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.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the LLM Annotation Guide skill?
Use LLM Annotation Guide when your Claude Code task falls under the General category — specifically in the education learning area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use LLM Annotation Guide" or describe the task and let Claude pick). Browse related skills at
/category/general/.
What is a Claude Code skill and how does the LLM Annotation Guide skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. LLM Annotation Guide is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
ClaudSkills. (2026). LLM Annotation Guide [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/llm-annotation-guide/
BibTeX
@misc{llm-annotation-guide-2026,
author = {ClaudSkills},
title = {LLM Annotation Guide [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/llm-annotation-guide/}
}Embed this skill
Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →
Badge
[](https://claudskills.com/skills/llm-annotation-guide/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/llm-annotation-guide.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/llm-annotation-guide.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: LLM Annotation Guide"></iframe>
Security scan
Grade A · scanned 2026-07-12 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/llm-annotation-guide/#security)
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