AI Dev Workflow:把 AI 编程助手接进已有项目的工程化流程

AI Dev Workflow 是 SkillHub 上的 Agent Skill(@indiv-wangjiaocheng/ai-dev-workflow,v1.0.1),通过 SKILL.md 将项目检测、多语言工程化模板、CLAUDE.md 与五类 prompt 串成固定步骤,帮助 Cursor、Claude Code 等工具在已有仓库里按约定写代码与提交。文章说明 skillhub CLI 安装方式、各客户端 skills 目录,并区分 SkillHub 公开简介与当前包内实际流程的差异。

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specpowers:SDD + TDD 工程化开发工作流插件

DeepSeek Harness 插件与 Claude Code 技能组融合 OpenSpec 与 Superpowers,构建了从 Phase 0 到 4 的完整开发工作流。该工具包含 6 个核心技能与两级审查体系,通过决策树自动路由需求澄清、计划衔接、TDD 实现及归档流程。它强制执行规范驱动开发与测试驱动纪律,防止需求偏离与实现缺陷,确保全流程质量与上下文管理。安装依赖 OpenSpec CLI 与 Superpowers,支持 DeepSeek Harness 与 Claude Code 两个平台。

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dsh-engineer-tools: DeepSeek Harness Plugin for Engineering Commands

dsh-engineer-tools is a pluggable toolset designed for DeepSeek Harness (DSH) to address the inconsistent formats and lack of type constraints when an Agent directly invokes shell scripts in engineering scenarios. The plugin encapsulates scoped Git runners and package manager runners, supports mainstream tools such as npm and pnpm, and provides easily extensible templates. The tools run with Agent permissions, are constrained by a sandbox, and can be invoked via the `git` and `dev` commands, enabling standardized and secure execution of engineering commands.

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dsh-essential-tools: DeepSeek Harness Engineering Plugin

The DeepSeek Harness plugin `dsh-essential-tools` (DET) is designed to turn DSH into an engineering-powered console. Key capabilities include permission-based web read/write control through a browser extension, conversation branch and message micro-version management using a Virtual Dialogue Tree (VTD), and engineering tools such as project execution, file trees, and code snapshots. The plugin also provides a global plugin manager with hot-swapping and safe rewriting, along with Cross-Dialogue Memory (CDM) and auditing. It supports zero-configuration operation, subject to browser dependencies and permission-level requirements.

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dsh-plugin-safe-install: DSH Plugin Safe Installation and Validation Skills

The DeepSeek Harness plugin `dsh-plugin-safe-install` resolves environment conflicts and runtime errors during plugin installation by encapsulating a standardized “safe installation skill.” It provides core capabilities such as security auditing, individual installation and verification, native dependency handling, rollback cleanup, and final checks, and adopts technical characteristics including zero runtime dependencies and no lifecycle scripts to ensure a minimal and secure installation process. After users add the plugin with a specified command and restart the service, the Agent can automatically run the installation workflow in conversation. Once installation is complete, the `dsh-doctor boot` command must be used to verify the system boot status.

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