world-model-runtime
在重要任务上运行完整世界模型闭环的执行协议——恢复持久状态→建立竞争模型→显式预测→真实观察→修订模型→主动取证→决策→持久化。由 AGENTS.md World Model Gate 判 OFF/CORE/FULL 后加载；用于多步、高风险、跨会话、存在竞争解释或需要持久世界模型的真实任务，不用于简单一次性任务。
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- ooooooooooooooooooop/personal-ai
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