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@weibaohui/hermes-loop

Hermes Loop

dsh plugin · Automatic review: After a conversation ends, automatically review it and distill valuable experience into reusable skills (skill) stored in the skill library for direct model use; also write environmental facts and user preferences to cross-session memory (MEMORY.md / USER.md, injected

The plugin will be installed here. Keep web if you are unsure.

npx -y @deepseek-ai/dsh plugin --profile web add @weibaohui/hermes-loop@0.3.1
READMECompatibilityVersions

Description

dsh plugin · Automatic review: After a conversation ends, automatically review it and distill valuable experience into reusable skills (skill) stored in the skill library for direct model use; also write environmental facts and user preferences to cross-session memory (MEMORY.md / USER.md, injected at the start of every conversation); supports accelerated triggering via signals, manual immediate review, approval mode, and skill library governance (archive/restore, never directly delete).

Compatibility and provenance

Hermes Loop is published as @weibaohui/hermes-loop and currently resolves to version 0.3.1. The Hub verifies its manifest and preserves the exact installation source for reproducible installs.

DSH compatibility
*
Runtime surfaces
web
Release source
npm
Registry updated
11/5/2026

Versions

0.3.1stable
10/22/2026
0.3.0stable
10/13/2026
0.2.1stable
10/8/2026
Show 19 more versionsCollapse versions
0.2.0stable
10/8/2026
0.1.17stable
10/6/2026
0.1.16stable
9/27/2026
0.1.15stable
9/26/2026
0.1.14stable
9/26/2026
0.1.13stable
9/25/2026
0.1.12stable
9/25/2026
0.1.11stable
9/25/2026
0.1.10stable
9/23/2026
0.1.9stable
9/15/2026
0.1.8stable
9/8/2026
0.1.7stable
9/8/2026
0.1.6stable
9/3/2026
0.1.5stable
9/3/2026
0.1.4stable
9/1/2026
Latest
0.3.1
DSH
*
HMR
Process restart
Tree shaking
Safe tree shaking not declared
Unpacked size
176.8 kB
Files
5
Surface
web
License
MIT
Source
npm
GitHub
★ 11
Weekly downloads
531
Security scan
✓ v0.3.1 scan passed
Last push
10/22/2026
View source ↗Project homepage ↗
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0.1.3stable
8/31/2026
0.1.2stable
8/31/2026
0.1.1stable
8/31/2026
0.1.0stable
8/31/2026

README

@weibaohui/hermes-loop

自动复盘插件:对话收尾后自动复盘,把有价值的经验蒸馏成可复用的技能(skill),把值得长期记住的事实与偏好写入跨会话记忆。

Hermes Loop:会话内复盘面板与技能治理

核心功能

  • 自动复盘:对话达到阈值(默认 10 轮或 10 次工具调用)且过了冷却期,自动触发一次复盘;结论回显到来源会话
  • 经验 → 技能:复盘产出的经验自动写成 skill 存入技能库,模型之后可以直接调用
  • 信号加速触发:用户中断、工具连续失败、纠正词命中时跳过阈值提前复盘;纠正词可在面板自定义,命中率有统计
  • 手动「立即复盘」:面板一键触发,运行过程实时可见
  • 三种模式:自动写入 / 写入前需审批 / 仅记录不写入,设置面板即时切换
  • 技能治理:技能使用统计、僵尸技能识别;Curator 自动维护技能库(活跃 → 归档 → 可恢复,永不直接删除)
  • 跨会话记忆:复盘按需把环境/项目事实、约定教训写入 ~/.dsh/memory/MEMORY.md,把用户画像与偏好写入 USER.md(对齐 Hermes 的记忆分层);记忆全文以会话首冻结方式注入每个对话,写入或手改后下个会话生效。按需产出——多数复盘不产生记忆,不为写而写
  • 工作区记忆(v0.6,参考 Claude Code 的 per-project 记忆):复盘自动判断归属——只适用当前项目的事实(端口、路径、项目特有约定)写入 ~/.dsh/memory/workspaces/<工作区>/MEMORY.md,跨项目通用约定进全局库,用户画像恒全局;两层拼接注入,每层独立 2200 字符配额。无开关,常开

安装

dsh plugin --profile web add @weibaohui/hermes-loop -w

装完重启 dsh web 即生效。

使用

  1. 打开 Web UI → 设置页 → hermes-loop 面板
  2. 默认自动模式即可工作;想更稳妥可切换为「审批」模式(复盘写入前需你确认)
  3. 触发阈值、冷却时间、纠正词表均可在面板调整
  4. 复盘产出的技能进入技能库后,模型通过 skill 工具直接使用;使用统计与归档管理也在面板里
  5. 沉淀记录、使用统计与 Curator 表里的技能名后都有「查看」按钮,弹窗直接看 SKILL.md 内容(Markdown 渲染;项目级技能也能看)
  6. 记忆条目在面板查看用量与内容;增删改直接编辑 ~/.dsh/memory/MEMORY.md / USER.md(全局层)或 ~/.dsh/memory/workspaces/<工作区>/MEMORY.md(工作区层),一行一条、§ 开头,下个会话生效

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版本兼容性

本插件与 DeepSeek Harness(@deepseek-ai/dsh)的版本对应关系:

插件版本适配 dsh 版本备注
0.1.170.2.0-rc.2当前版本;复盘 prompt / 记忆快照 / 收尾沉淀段跟随 DSH 语言设置(locale.preference),不重启切换即生效;e2e 测试清理竞态修复
0.1.160.1.7-rc.2修复降级路径 Config 导出 null——宿主 settings schema() 不排除 null,会炸 settings.describe() 拖垮整份设置文档(同 dsh-continue#4)
0.1.130.1.7-rc.2修复宿主将 volatile 字段物化为 {} 导致的设置毒化(saneConfigValues 清洗 + 移除 Config 兼容字符串字段)
0.1.120.1.7-rc.2适配 0.1.7 settings 模型(导出 volatile Config,ctx.settings.update 持久化),面板改动重启不再丢失
0.1.110.1.7-rc.2面板改动只在本次运行内生效(0.1.7 移除了 ctx.settings.register),重启还原

发版约定:每次发布新版本时,请在上表追加一行,记录该插件版本实际验证所用的 @deepseek-ai/dsh 版本。package.json 的 engines.dsh 声明最低支持版本;本表记录实际验证版本,二者配合使用。