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BytesAgainBytesAgain
🦀 ClawHub

Auto Improvement Orchestrator Skill

by @lanyasheng

Skill 自动评估和改进管线。9 维结构评分(含 LLM-as-Judge)、4 角色加权、 类别修正系数(tool/knowledge/orchestration/rule)、Pareto front 回归保护 (security 2%/efficiency 10%/其他 5%)、trace-aware 失败...

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1
Install into your agentCopy the ClawHub install command and run it where your OpenClaw/agent environment is configured.
2
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3
Use it in your own agentPaste your actual task into Manus, OpenClaw, Claude Code, Cursor, or another agent that supports skills.
I just installed the Auto Improvement Orchestrator Skill skill. Please run a quick smoke test: explain what this skill can do, ask me for the minimum input it needs, then produce one small sample output for a realistic task.