Agentic Eval includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); a dedicated installation section; pricing or quota commentary. The SKILL.md runs to about 1,104 words, in the catalog's typical mid-range.
Agentic Eval sits in the General category under the ai-tooling sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.
These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.
Self-improvement through iterative evaluation and refinement — moving beyond single-shot generation to quality-gated output loops.
Agentic Eval is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agentic-eval/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when implementing self-critique, building evaluator-optimizer pipelines, creating rubric-based or LLM-as-judge evaluation systems, or adding iterative quality improvement to generated content (code, reports, analysis).
The Agentic Eval 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 120,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/agentic-eval curl -L https://claudskills.com/skills/agentic-eval/SKILL.md \ -o ~/.claude/skills/agentic-eval/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/agentic-eval/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/agentic-eval/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agentic-eval\SKILL.md on Windows. See the full install guide for step-by-step instructions.
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 →
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.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/agentic-eval/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.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. Agentic Eval 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/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{agentic-eval-2026,
author = {ndesv21},
title = {Agentic Eval [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/agentic-eval/}
}Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:
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SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.