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Agent Eval Design

Category: Engineering  ·  Sub-category: testing  ·  Last updated:
ai:agent
Use when designing evaluations for AI agents, skills, routers, prompts, tool-use policies, or multi-step workflows: task sets, rubrics, graders, hard negatives, regression cases, traces, and acceptance thresholds. Do NOT use for application test planning (use `testing-strategy`), skill-library health tooling (use `skill-infrastructure`), or live debugging of a failed run (use `debugging`).

What this skill does

Agent Eval Design is a community-contributed Claude Code skill in the testing sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-eval-design/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when designing evaluations for AI agents, skills, routers, prompts, tool-use policies, or multi-step workflows: task sets, rubrics, graders, hard negatives, regression cases, traces, and acceptance thresholds. Do NOT use for application test planning (use `testing-strategy`), skill-library health tooling (use `skill-infrastructure`), or live debugging of a failed run (use `debugging`).

Who uses this skill

The Agent Eval Design Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. 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/agent-eval-design
curl -L https://claudskills.com/skills/agent-eval-design/SKILL.md \
  -o ~/.claude/skills/agent-eval-design/SKILL.md

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

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

See pricing → Download desktop app

Attribution & license

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

Browse all Engineering skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel

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