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llm-evaluation

85 / 100 · Low risk

Fine to try.

By Dicklesworthstone/pi_agent_rust (GitHub) · coding · 1,992 stars · scanned at commit 07fc1e0

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.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'llm-evaluation' ] || [ -L ~/.agents/skills/'llm-evaluation' ]; then echo 'A skill folder named llm-evaluation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Dicklesworthstone/pi_agent_rust' "$d" && git -C "$d" checkout --quiet '07fc1e0b82ab6a16e694a0e00a36767e9f23cf1b' -- 'tests/ext_conformance/artifacts/agents-wshobson/llm-application-dev/skills/llm-evaluation' && mkdir -p ~/.agents/skills && cp -R "$d"/'tests/ext_conformance/artifacts/agents-wshobson/llm-application-dev/skills/llm-evaluation' ~/.agents/skills/'llm-evaluation' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'llm-evaluation' ~/.claude/skills/'llm-evaluation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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