deepseekplugins

DeepSeek Harness plugin

dsh-learn

Self-learning loop for dsh: record lessons, draft and promote skills, periodic curator review that corrects, consolidates, and retires skills.

Skills
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Source facts

Repository
kouyichi/dsh-plugins
Latest update
Aug 21, 2026
Category
Skills
GitHub stars
0

Install

Start with a prompt that asks an agent to read the source. Switch to the command if you want to install it yourself.

Copy this prompt into DSH, Codex, or another agent and ask it to read the page and repository first.

Do not install anything yet. Read this DeepSeek Harness plugin and explain what it does, which files, networks, or credentials it can access, and how to install and remove it.

Plugin page: https://deepseekplugins.org/plugins/kouyichi/dsh-plugins~23dsh-learn
GitHub: https://github.com/kouyichi/dsh-plugins/tree/main/dsh-learn
Plugin: dsh-plugins#dsh-learn
Author: kouyichi
Install command: dsh plugin --profile web add github:kouyichi/dsh-plugins#path:/dsh-learn

Do not run the install command until I confirm.

Check the source files

Read the README and other files from this plugin directory before installing.

File explorer2 files
README.mdSource · read only

dsh-learn — 自我学习 + 技能维护插件

把 Hermes 的「自我学习 skill + 定期修正/退役总结 skill」（curator 机制）移植到 dsh。

功能

工具作用
learn_record会话中记录经验（纠正/踩坑/偏好/模式/工具）到收件箱
learn_draft收件箱条目 → 技能草案（learn/drafts/）
learn_promote草案发布 → ~/.dsh/skills/（dsh 自动发现，所有会话可见）
learn_list技能清单 + 生命周期状态（active/stale/archived/draft）
learn_review审查 pass：自动生命周期过渡 + 子代理内容审查（合并/修正/退役建议）
learn_retire / learn_restore主动退役（可恢复）/ 恢复
learn_pin / learn_summarize钉住技能防自动退役 / 学习总结

生命周期（Hermes curator 同款）

  • active → 30 天未用标 stale → 90 天未用自动归档（learn_restore 可恢复）
  • pinned 技能永不自动过渡；从未用过的技能有宽限期
  • 后台每 6 小时静默跑一次自动生命周期过渡
  • 审查默认 dry-run 只出报告；归档可恢复，绝不自动删除

安装

1. profile package.json 添加 "dsh-learn": "file:../../plugins/dsh-learn" 2. 家级/对应 profile 的 cordis.patch.yml 添加 - insert: [{ id: dsh-learn, name: dsh-learn }] 3. dsh plugin --profile <name> install 后重启

数据位置

  • ~/.dsh/learn/ — 收件箱、状态机、草案、归档、报告
  • ~/.dsh/skills/<name>/SKILL.md — 发布的技能（dsh 自动发现）
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