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01-auto-arena

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By agentscope-ai/OpenJudge (GitHub) · data · 1,101 stars · scanned at commit 03c4445

Automatically evaluate and compare multiple AI models or agents without pre-existing test data. Generates test queries from a task description, collects responses from all target endpoints, auto-generates evaluation rubrics, runs pairwise comparisons via a judge model, and produces win-rate rankings with reports and charts. Supports checkpoint resume, incremental endpoint addition, and judge model hot-swap. Use when the user asks to compare, benchmark, or rank multiple models or agents on a cus…

Works with any agent that supports SKILL.md skills.

What this skill can do

Downloads and installs other software

The author does not mention this.

Found in 2 places.

Runs commands on your computer

The author does not mention this.

Found in 2 places.

Can call paid AI services billed to you

The author does not mention this.

Found in 5 places.

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Safer alternatives

Low-risk skills in the same category (data) that look related. Check that one does what you need.

Install

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

if [ -e ~/.agents/skills/'01-auto-arena' ] || [ -L ~/.agents/skills/'01-auto-arena' ]; then echo 'A skill folder named 01-auto-arena already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/agentscope-ai/OpenJudge' "$d" && git -C "$d" checkout --quiet '03c444567d5bb10429b10f4d2ad9df493b0edcc9' -- 'skills/arena-eval/01-auto-arena' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/arena-eval/01-auto-arena' ~/.agents/skills/'01-auto-arena' && 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/'01-auto-arena' ~/.claude/skills/'01-auto-arena' (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

DateVersionScore
2026-11-1403c444570
2026-11-101c0e05a70
2026-11-08b83f44670
2026-11-07b83f44670