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omcustom:agent-eval-framework

100 / 100 · Low risk

Fine to try.

By baekenough/oh-my-customcode (GitHub) · other · 42 stars · scanned at commit 43f2e28

Quantitative agent evaluation using 4-metric framework (correctness/step_ratio/tool_call_ratio/latency_ratio) with ideal trajectory annotation and capability-categorical taxonomy. Use when measuring agent efficiency, comparing agent variants, or gating new agents through correctness→efficiency phases. Complements harness-eval (SE benchmarks) and evaluator-optimizer (qualitative rubric).

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

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

if [ -e ~/.agents/skills/'omcustom-agent-eval-framework' ] || [ -L ~/.agents/skills/'omcustom-agent-eval-framework' ]; then echo 'A skill folder named omcustom-agent-eval-framework already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/baekenough/oh-my-customcode' "$d" && git -C "$d" checkout --quiet '43f2e28fe3bcbe6a8da32fa2b64c2c45b6dba0f2' -- '.claude/skills/agent-eval-framework' && mkdir -p ~/.agents/skills && cp -R "$d"/'.claude/skills/agent-eval-framework' ~/.agents/skills/'omcustom-agent-eval-framework' && 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/'omcustom-agent-eval-framework' ~/.claude/skills/'omcustom-agent-eval-framework' (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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Score history

Also found in

Identical copies of this skill exist at:

• baekenough/oh-my-customcode/templates/.claude/skills/agent-eval-framework