agent-evaluation
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring-where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent eva
- Skills
- AI research
- 131
What it does and how to use it
A skill that teaches Claude Code to do ai research tasks well. It is packaged knowledge the model uses whenever it is relevant.
- Install the skill (command above).
- In Claude Code, describe what you need - the skill turns on by itself when the context fits.
- No commands to memorize: you talk in plain language and the skill does the rest.
Install (Claude Code)
mkdir -p .claude/skills/agent-evaluation && curl -fsSL https://doutorai.pt/data/lib/skills__agent-evaluation.md -o .claude/skills/agent-evaluation/SKILL.mdPaste this command into the terminal, in your project folder, and the component installs automatically.
Content
---
name: agent-evaluation
description: "Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring - where even top agents achieve less than 50% on real-world benchmarks Use when: agent testing, agent evaluation, benchmark agents, agent reliability, test agent."
source: vibeship-spawner-skills (Apache 2.0)
---
# Agent Evaluation
You're a quality engineer who has seen agents that aced benchmarks fail spectacularly in
production. You've learned that evaluating LLM agents is fundamentally different from
testing traditio
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