Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / General / education-learning

Eval Refine

Category: General  ·  Sub-category: education-learning  ·  Last updated:
Eval rubric refinement engine · Solo Founder edition harness-optimizer. Scans all historical eval results (idea-eval / skill eval / agent eval), identifies dimensions where rubrics are too loose or too strict, and drafts adjustment PR drafts to candidates/. Use when founder says "the evaluation feels off" or "5/6 all 100% PASS — is something wrong?

What this skill does

Eval Refine 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/eval-refine/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Eval Refine 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 69,000+ 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/eval-refine
curl -L https://claudskills.com/skills/eval-refine/SKILL.md \
  -o ~/.claude/skills/eval-refine/SKILL.md

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

Skills live at ~/.claude/skills/eval-refine/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\eval-refine\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.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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