存取 agent 的长期工作记忆——项目上下文、决策、踩过的坑。用户问「之前/上次/记得/为什么这么定」类问题，或要求记住某个结论时使用。中文优先、零模型、单文件 SQLite。不用于通用知识问答，不联网检索。
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KitScout test notes
Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.
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