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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 evaluation, benchmark agents, agent reliability, test agent.

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Install

armory install agent-evaluation --cli claude

writes the skill into.claude/skills/agent-evaluation/SKILL.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/skills/agent-evaluation/SKILL.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

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.

When to use it

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.

How to install / invoke

# Copy the skill into your .claude/skills/ directory
curl -sL https://raw.githubusercontent.com/davila7/claude-code-templates/main/cli-tool/components/skills/ai-research/agent-evaluation/SKILL.md -o .claude/skills/agent-evaluation/SKILL.md

Notes

Extracted from davila7/claude-code-templates, agent-evaluation category.