dsh-memory-steward：为 memory-evolve 补上记忆入库后的治理闭环
dsh-memory-steward 是 dsh-memory-evolve 的伴生治理插件：只读观测记忆文件，写入回调上游四条官方 HTTP 路由。提供三轨预算看门狗、整理到期 nudge、memory_propose 待审批 Tab、执行前六文件备份与队列瘦身。安装需先 memory-evolve 再 steward，重启 dsh web 生效。插件本身不调 LLM；配置落盘 steward/config.json。README 注明作者已转向 dsh-doc-kit，记忆路线弃用，使用前请知悉。
Read MoreAdd Cross-Session Long-Term Memory to DeepSeek Harness with dsh-memory-evolve
`dsh-memory-evolve` is a DeepSeek Harness memory plugin maintained by csyangwen (MIT License, JavaScript). It uses five-track memory, git branch filtering and confirmation-based writing to沉淀 project conventions, user preferences and progress into `~/.dsh/memories/`, eliminating the need to repeat everything from scratch when switching sessions. Capabilities such as skill evolution, four-track todo, COI scheduling and session broadcasting are also provided in the same repository, and most of them are disabled by default. The installation command on the directory page is `dsh plugin add github:csyangwen/dsh-memory-evolve`. The community plugin library has no official affiliation with DeepSeek / Horizon Robotics (Fang), and you should check the source code and license before installing.
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