csyangwen/dsh-memory-evolve
为 DeepSeek Harness 带来「跨会话长期记忆 + 后台自我进化」能力的纯插件实现：五轨记忆 · git 分支感知 · 回合内自我审查 · 技能自我进化与技能管理器 · 四轨待办 · COI 调度 · 会话广播 · 会话搜索 · 提示词管理器 · 临时信息便签——零核心修改、零运行时依赖，随装随用、卸载即净。
Build with Backblaze B2
SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
5 releases in the last 90 days, the latest 38 days ago, with 12 contributors on GitHub.
Use Cases & Benefits
- Provides a plugin for DeepSeek Harness enabling AI with cross-session long-term memory, skill self-evolution, task management, multi-agent collaboration, and session broadcasting without core modifications.
- Offers seamless integration with zero runtime dependencies and automatic registration, allowing AI to retain context across sessions and coordinate multiple AI agents efficiently.
- Use for enhancing AI assistants with persistent project and user memory that spans multiple sessions and devices for continuous context-aware interactions.
- Use for managing complex multi-agent workflows where a main AI session orchestrates internal and external AI agents to collaboratively complete tasks and share results.
- Use for consolidating scattered project materials on an infinite canvas accessible by AI and users, enabling efficient resource referencing and contextual task execution.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
一句话：让 DSH 里的 AI 拥有跨会话的长期记忆、帮你管理待办与技能、还能拉起一群 AI 会话和外部 AI 代理协同干活——越用越懂你，换会话不丢上下文。
本指南按真实工作流组织，每个场景讲「适合谁、能做什么、怎么用、会得到什么」。
插件包内自带
cordis.patch.yml（dsh.bundle.patch声明），dsh plugin add安装后 host 端自动注册，无需任何手动配置。以 web profile 为例，两步装好：⚠️ 不要再往
~/.dsh/profiles/web/cordis.patch.yml手动 insert 本插件：bundle patch 已自动注册 ，重复 insert 同 id 会让加载器报 duplicate loader entry id 无法启动。完整说明见 详细功能说明「标准安装」章节。修改默认配置（如开启回合内记忆审查）：在 profile 的
cordis.patch.yml用 id 覆盖（顶层写法，非 insert）：插件异常导致 DSH 无法启动时，临时禁用（等修复后取消）：同样在 profile 的
cordis.patch.yml加一行即可，无需卸载：从旧版本升级：若你此前按旧文档手动 insert 过本插件，请删除 profile patch 里的 insert 行（否则与 bundle 自动注册重复）。
卸载：
dsh plugin --profile web remove dsh-memory-evolve，一切效果随插件卸载自动清理。装上插件后，打开任意会话，你会多出一排能力标签：记忆 · 技能 · 待办 · 无限画板 · COI 调度 · 会话广播 · 提示词 · 记忆同步 · 模型设置 · 书签 · 会话评审 · Web UI 设置 · Memory Evolve 设置。AI 侧则多了一批工具：记忆读写、待办、技能管理、本地文件搜索、会话编排、会话广播、外部 AI 派单、提示词注入、模型查询……
一句话概括这些能力：让 AI 记住你、替你管、替你做、互相配合做。
小提示：插件里很多能力默认关闭（不占 AI 的工具清单），需要时在「Memory Evolve 设置」里打开即可。下面的场景大多是组合玩法——把相关功能都打开，才能串成完整的流水线。
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
71+10
Open issues
37+2
Compared with peers in Web
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| pingdotgg/t3code | 48.4K | +16.6K | 40 | today |
| pbakaus/impeccable | 104.0K | +8.7K | 54 | 10 days ago |
| HunYiSage/dsh-purge | 19.2K | +6.2K | 13 | today |
| Renhuai123/ziwei-doushu | 16.2K | +6.1K | 44 | 21 days ago |
| paperclipai/paperclip | 111.5K | +2.8K | 59 | 13 days ago |
| csyangwen/dsh-memory-evolve | 631 | — | 30 | 38 days ago |
| Category median | 48.4K | +6.2K | 44 | — |
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