Automatically evaluate and compare multiple AI models or agents without pre-existing test data.
Part of OpenJudgePack · 21 skills
by agentscope-ai· AI & agentsUnclaimed · Yours? Claim it
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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 custom task, or run an arena-style evaluation.
Skills people install alongside 01-auto-arena.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.copilot/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.cursor/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.claude/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.agents/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.gemini/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena .agents/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.openclaw/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.config/opencode/skills/01-auto-arena
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npx -y degit agentscope-ai/OpenJudge/skills/arena-eval/01-auto-arena ~/.hermes/skills/01-auto-arena
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Write a reviewSkills people install alongside 01-auto-arena.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
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Safe to install in every agent it supports. Runs in your agent, as instructions.