pua-loop
PUA Loop — 自动迭代 + 门控协议 + PUA 质量引擎
autoresearch 证明了：630 行 Python + Oracle 验证，一夜跑 100 个实验，每个实验的结果不可伪造。 PUA Loop 借鉴同样的门控设计：Claude 说"完成了"不算数，verify_command 说了才算。
门控协议（Gate Protocol）
借鉴 autoresearch 的 5 个设计模式：
模式 1: Oracle Isolation（评估者隔离）
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