真正的 self-improving agent，不只是执行任务，而是能把失败转化成系统升级。
OpenClaw 的思路是：当 agent 失败时，自动生成新的 mission，分析 failure mode，并提出修复路径——新增 skill、接入 tool，甚至重写自己的 control loop。
这也是为什么 agent OS 会成为下一阶段的重要基础设施。
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What happens when an AI agent fails?
On OpenClaw, it spins off a mission, analyses what went wrong, and proposes a fix. Maybe a new skill. Maybe a new tool. Maybe rewriting its own loop.
@ilblackdragon on building the operating system for self-improving agents.
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