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Luxueliu Agent Discipline Skills — DSH Plugin for DeepSeek…
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luxueliu-agent-discipline-skills

Luxueliu Agent Discipline Skills

AI isn’t lacking intelligence, but discipline: pre-delivery self-checks, course correction when going off track, systematic debugging, and multi-agent handoffs. 4 single-file SKILLs, copied into ~/.dsh/skills/ upon installation.

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

npx -y @deepseek-ai/dsh plugin --profile web add github:luxueliu/luxueliu-agent-discipline-skills#df50bb2fc6d838a63433d4666027675fa2e829d4
READMECompatibilityVersions

Compatibility and provenance

Luxueliu Agent Discipline Skills is published as luxueliu-agent-discipline-skills and currently resolves to version 0.1.0. The Hub verifies its manifest and preserves the exact installation source for reproducible installs.

DSH compatibility
*
Runtime surfaces
any
Release source
github
Registry updated
8/27/2026

Versions

0.1.0stable
8/27/2026

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License
MIT
Source
github
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Last push
8/27/2026
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README

AI 不缺聪明，缺纪律：4 个给 agent 的工程刹车

🛡️ luxueliu-agent-discipline-skills — 让 agent 少闯祸、不虚报、能接力的硬核 SKILL，DeepSeek Harness / Claude Code / Codex 通用。

一套经过数百小时真实多 agent 协作打磨的 agent 纪律 skills（DeepSeek Harness / Claude Code / Codex 通用）。不是 prompt 小技巧，是给 AI 装的工程刹车与交接规程：交付前自检、跑偏纠偏、根因调试、多 agent 接力。

由 luxueliu 制作并开源。每个 skill 都是单文件 SKILL.md，零依赖，装上即用。

这是什么

Skill治什么病一句话原理
deepcode-reviewAI 声称"完成"但文件没写、乱码、假命令没有从磁盘回读，就没有完成：强制磁盘回读 + 变更清单 + 编码/转义扫描 + dry-run 冒充真跑拦截
agent-course-correctionAgent 跑偏、答非所问、解决相邻任务还自我感觉良好停下动量 → 复述最新目标 → 分类漂移类型 → 最小安全纠正
systematic-debugging同一个修复假设试三次还不收敛证据驱动：最小失败样本 → 单假设 → 回归证明；只授权诊断就停在根因
deepcode-collab多 agent 并行时"单干很稳、一协作就崩"临写前重读防陈旧态、继承半截上下文先标缺口防脑补、区分"已执行"≠"已达成"

为什么值得装

  • 它们来自真实事故：每条规则背后都是一次真实的翻车——字面量 Unicode 转义写进生产文件、把"我打算跑"汇报成"已经跑完"、协作时拿着五分钟前的旧状态覆盖别人的新写入。
  • 可组合不重叠：纠偏管目标漂移，调试管技术故障，自检管出门质量，接力管边界交接——职责边界在文档里显式划清。
  • 人也能用：这套纪律同样适用于人类团队 code review 和交接，毕竟 AI 犯的错人类一个不少。

安装

# DSH：装完会把 4 个 skill 拷进 ~/.dsh/skills/
dsh plugin --profile web add luxueliu/luxueliu-agent-discipline-skills

也可手动拷贝（Claude Code / Codex / 不走 DSH 插件市场时）：

git clone https://github.com/luxueliu/luxueliu-agent-discipline-skills
Copy-Item -Recurse luxueliu-agent-discipline-skills\skills\deepcode-review ~/.dsh/skills\

用户级技能目录：%USERPROFILE%\.dsh\skills\<skill-name>\SKILL.md。重启会话后按 description 自动加载，也可点名调用。

触发方式（节选）

  • 「你偏了」「停一下」「是不是降智了」→ agent-course-correction
  • 写完任何文件准备声称完成 → deepcode-review 自动闸门
  • 「帮我查为什么挂了」「同一修复第二次失败」→ systematic-debugging
  • 多 agent 领取/交接任务卡 → deepcode-collab

已知边界

  • deepcode-review 的部分检查项（Windows 输出编码、路径验真）以 Windows 环境为例，其他平台需自行等价替换。
  • 各 skill 间引用（如"先纠偏再调试"）在本仓库内自洽；单独抽走某个 skill 时相关交叉引用会失效但不影响主体功能。

License

MIT © luxueliu