--- title: "代码实现 - 工作流专栏 | 思行致远" canonical: "https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/" dateModified: "2026-09-14T19:22:44+08:00" --- 打开 AI·外脑目录 AI·外脑 [返回专栏首页](https://siyuanailab.com/knowledge/) × 站内搜索 ⌕ 主要栏目 - [AI 核心概念](https://siyuanailab.com/knowledge/ai-core/) - [工作流](https://siyuanailab.com/knowledge/workflows/) - [工具配置与选型](https://siyuanailab.com/knowledge/toolkits/) - [信源与标准](https://siyuanailab.com/knowledge/sources/) - [场景案例 待开发](https://siyuanailab.com/knowledge/scenarios/) - [职业与能力](https://siyuanailab.com/knowledge/career/) 专题 - [从这里开始](https://siyuanailab.com/knowledge/start/) - [获取与安装](https://siyuanailab.com/knowledge/install/) - [建设日志](https://siyuanailab.com/knowledge/ops/) [工作流子目录](https://siyuanailab.com/knowledge/workflows/) 基础设施层 - [浏览器自动化 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/browser-automation/) - [MCP 工具 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/mcp-tools/) - [文件系统与本地执行 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/filesystem-local/) - [API 网关与工具路由 **5**](https://siyuanailab.com/knowledge/workflows/infrastructure/api-tool-routing/) Skill 生产线 - [目标明确 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/goal-definition/) - [Skill 设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/skill-design/) - [代码实现 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/) - [WF-031 代码实现参考：AI Architecture Toolkit](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-ai-architecture-toolkit/) - [WF-032 代码实现参考：copa](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-copa/) - [WF-033 代码实现参考：cross agent skills template](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-cross-agent-skills-template/) - [WF-034 代码实现参考：oh my taiyiforge](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-oh-my-taiyiforge/) - [WF-035 代码实现参考：SkillForge Core](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-skillforge-core/) - [测试评估 **5**](https://siyuanailab.com/knowledge/workflows/skill-forge/testing-evaluation/) Skill 参考库 - [写作与内容 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/writing-content/) - [研究与知识 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/research-knowledge/) - [沟通与协作 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/communication-collaboration/) - [产品与项目 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/product-project/) - [数据与分析 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/data-analysis/) - [创意与设计 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/creative-design/) - [商业与营销 **5**](https://siyuanailab.com/knowledge/workflows/skill-library/business-marketing/) Agent Building 只收录有多步工作流、工作标准、Loop、Harness、工具链或通信机制的真 Agent；不收纯 persona、profile、curated list 或只有 system prompt 的仓库。 - [多 Agent 框架 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/multi-agent-frameworks/) - [工作流编排 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/workflow-orchestration/) - [Sub-agent 模式 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/sub-agent-patterns/) - [Harness 与评估 **5**](https://siyuanailab.com/knowledge/workflows/agent-building/harness-evaluation/) Skill 生产线 · Implementation # 代码实现 把 Skill 需要的脚本、工具依赖、CLI 和集成方式落地。 当前公开卡片 5 张 代码实现词条列表 | 编号 | 词条 | 英文名 | 一句话摘要 | 标签 | | --- | --- | --- | --- | --- | | WF-031 | [代码实现参考：AI Architecture Toolkit](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-ai-architecture-toolkit/) | AI-Architecture-Toolkit | 一个给企业/解决方案架构师使用的 agent、skill、template 仓库，展示了如何把专业交付物变成可复用技能模块和文档模板。 | 代码实现脚手架CLI | | WF-032 | [代码实现参考：copa](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-copa/) | copa | 一个 prompt 模板语言和 CLI，用占位符把本地文件、目录树、网页内容和子模板组合成可重复生成的结构化提示词。 | 代码实现脚手架CLI | | WF-033 | [代码实现参考：cross agent skills template](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-cross-agent-skills-template/) | cross-agent-skills-template | 一个跨 Antigravity、Codex、Gemini CLI、Claude Code 管理技能目录的模板仓库，把 skill catalog、manifest 和安装投影分开。 | 代码实现脚手架CLI | | WF-034 | [代码实现参考：oh my taiyiforge](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-oh-my-taiyiforge/) | oh-my-taiyiforge | 一个把 AI 编码流程实现成九阶段状态机和多终端通用命令的工程流水线，强调工件契约、人类门控和断点续传。 | 代码实现脚手架CLI | | WF-035 | [代码实现参考：SkillForge Core](https://siyuanailab.com/knowledge/workflows/skill-forge/implementation/skill-forge-implementation-skillforge-core/) | SkillForge-Core | 一个本地优先的仓库蒸馏工作台，用 Web UI 把混杂文档扫描、证据抽取、能力聚类和 Skill 导出串成可审阅流水线。 | 代码实现脚手架CLI |