Advanced Evaluation
Advanced Evaluation is an agent skill (a SKILL.md file) from sickn33/agentic-awesome-skills. Design LLM-as-judge rubrics, direct scores and pairwise comparisons. It works with Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot and OpenCode and has 48,507 GitHub stars across a repository of 7 listed skills.
github.com/sickn33/agentic-awesome-skills/skills/advanced-evaluation (opens in a new tab)
Data as of from the GitHub API; description from the skill's SKILL.md. Report an error
- Multi-skill repo
- Plugin marketplace
- Design & frontend
- Active
Add this skill
Claude
This repository is a Claude Code plugin marketplace. In Claude Code:
/plugin marketplace add sickn33/agentic-awesome-skills
/plugin # browse agentic-awesome-skills and install the plugin that contains advanced-evaluationIn the Claude apps, zip the advanced-evaluation folder and upload it under Customize > Skills > + > Upload a skill (code execution must be on).
ChatGPT / Codex
Codex reads skills from .agents/skills/ in a repo or ~/.agents/skills/ for every project:
git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git
cp -r agentic-awesome-skills/skills/advanced-evaluation .agents/skills/advanced-evaluation # repo; ~/.agents/skills for all projectsStandalone skills also load in the ChatGPT desktop app.
Cursor
Cursor loads skills from .cursor/skills/ (or ~/.cursor/skills/) and also reads .claude/skills/:
git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git
cp -r agentic-awesome-skills/skills/advanced-evaluation .cursor/skills/advanced-evaluation # project; ~/.cursor/skills for all projectsSource (checked Oct 7, 2026): code.claude.com/docs/en/skills (opens in a new tab), code.claude.com/docs/en/plugin-marketplaces (opens in a new tab), support.claude.com/en/articles/12512180-using-skills-in-claude (opens in a new tab), learn.chatgpt.com/docs/build-skills (opens in a new tab), cursor.com/docs/context/skills (opens in a new tab)
What this skill does
Design LLM-as-judge rubrics, direct scores and pairwise comparisons. Use for judge models, evals, position bias and calibration against human labels. This skill covers production-grade techniques for evaluating LLM outputs using LLMs as judges. It synthesizes research from academic papers, industry practices, and practical implementation experience into actionable patterns for building reliable evaluation systems.
When it triggers
- Use for judge models, evals, position bias and calibration against human labels.
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How do I install the Advanced Evaluation skill?
In Claude Code, run /plugin marketplace add sickn33/agentic-awesome-skills, then install its plugin from /plugin. For Codex or Cursor, copy the advanced-evaluation folder into .agents/skills/ or .cursor/skills/.
Is the Advanced Evaluation skill free?
Yes. The repository is open source under the MIT license.
Is Advanced Evaluation maintained?
The repository's most recent commit was on Oct 24, 2026. Its latest release is v20.0.0. appsgit only lists skills from repositories with a commit in the last six months.