Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
Install
npx skills add wshobson/agents --skill llm-evaluationnpx skills add wshobson/agents --skill llm-evaluation -a claude-code -gnpx skills add wshobson/agents --skill llm-evaluation -a codex -ggemini skills install https://github.com/wshobson/agents.git --path plugins/llm-application-dev/skills/llm-evaluationgh skill install wshobson/agents llm-evaluationgit clone --depth 1 https://github.com/wshobson/agents /tmp/wshobson__agents
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/wshobson__agents/plugins/llm-application-dev/skills/llm-evaluation ~/.claude/skills/llm-evaluation # Claude Code
cp -R /tmp/wshobson__agents/plugins/llm-application-dev/skills/llm-evaluation ~/.agents/skills/llm-evaluation # Codex, Cursor, Gemini CLI, Copilot, OpenCode