Self-learning loop for dsh: record lessons, draft and promote skills, periodic curator review that corrects, consolidates, and retires skills.
Install
# from npm (prebuilt)
dsh plugin --profile web add dsh-plugins-learn
# from GitHub (first run asks for allowBuilds approval — follow the hint, retry)
dsh plugin --profile web add github:kouyichi/dsh-plugins#path:/dsh-learn
Any plugin you install runs third-party code with your own permissions — it can read your files, use your credentials, and reach the network, and tool approvals don’t sandbox it. GitHub-sourced plugins also run build scripts at install time — pnpm blocks those until you allow them, so an install can stop with ERR_PNPM_GIT_DEP_PREPARE_NOT_ALLOWED or ERR_PNPM_IGNORED_BUILDS; dsh prints the exact key to add under allowBuilds in your profile’s pnpm-workspace.yaml, and the install works on the next run. Allowing a build is a trust decision: only install sources you trust, and pin a commit (github:owner/repo#sha).
README
This plugin publishes its README in Chinese only.
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
- profile
package.json添加"dsh-learn": "file:../../plugins/dsh-learn" - 家级/对应 profile 的
cordis.patch.yml添加- insert: [{ id: dsh-learn, name: dsh-learn }] 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）
Links
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