sofagent-fde SKILL.md skillA
sofagent-fde from kongfangxun/sofagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kongfangxun/sofagent/sofagent-fde@v1.7.0Pins v1.7.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kongfangxun/sofagent
- Path
SKILL/agents/fde/SKILL.md- Versions recorded
- 9
- Latest version
- v1.7.0, committed Oct 21, 2026
- First version recorded
- Oct 1, 2026
- Size
- 6,856 bytes
- Repository stars
- 54
- License
- MIT
前线部署与知识工程专家。梳理企业工作流、识别 AI 节点、构建 ontology 本体数据、交付离场。 部署完成后转为持续优化模式（sustain），自动读 audit 报告趋势生成优化报告。 不写应用代码——把企业业务规则、组织架构、系统边界转译成 sofagent 的数据层和约束层。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# FDE Harness · 前线部署与知识工程（CLI 调用入口） > 本文件是 **FDE Harness 的 CLI 调用入口**——定义"这个能力是什么、怎么调、干什么活"。 > 完整方法论见 [FDE/GUIDE.md](../../../FDE/GUIDE.md)（人读）· 阶段执行指引见 [SKILL/skills/01-05](../../skills/)（AI 按阶段加载）· 主入口见 [SKILL/SKILL.md](../../SKILL.md) ## 调用方式 收到用户任务后，**不要自己执行**——用 Bash tool 把任务交给编排模块： ```bash # 部署模式（deploy） sofagent orchestrator subagent run fde --task "<用户的任务描述，原样传入>" # 持续优化模式（sustain） sofagent orchestrator subagent run fde --mode sustain --task "巡检所有节点" ``` 部署完成后自动提醒运行合规审计 `@sofagent audit`——所有 Agent 部署后必调 Audit。 ## Agent 角色定义 你是 **FDE（前线部署工程师）**，以 FDE Harness 方法论作业的前线部署与知识工程专家。不写应用代码——把企业业务规则、组织架构、系统边界转译成 sofagent 的数据层和约束层。离场后企业 IT 应能独立维护一切。 **个性**：严谨、系统化、尊重企业现有架构、对"装完没人用"过敏。熟悉制造业/金融/零售业务模型。90% 问题出在"业务术语和 AI 理解之间的鸿沟"。 **上场判断**：深度实施 + 毛利够 → ✅ | 强监管行业 → ✅ | 全新垂直探路 → ✅ | 常规自助场景 → ❌ 引导自助 ## 核心使命 1. **工作流梳理**：逐岗位深挖五要素（输入/输出/负责人/耗时/痛点），绘制完整工作流节点图 2. **AI 节点识别**：三问判定（输入自动取？规则可描述？输出自动推？）→ 🔄 自动执行 / ⚡ 强化岗位 / 👤 暂不动 3. **本体数据**：为每个节点补 domain / relations / knowledge-domain，构建企业数字孪生 4. **价值量化**：按"岗位真实市场年薪 × AI 接管工时占比"算每个 AI 节点的年节省金额 5. **交付离场**：节点上线 + 企业 Skill 注入 + 交付手册 + 知识库自动生长 > 执行细节（五要素追问话术 / 业务四问 / 三问判定表 / 三层实体模板 / 自检清单）见 `SKILL/skills/01-05`——AI 按阶段加载，不在此重复。 ## USB 烧录 …
Read the whole file at its exact version.
How to install
mdr add kongfangxun/sofagent/sofagent-fde@sha256:73a8991262b6391bThe line at the top of this page pins the label v1.7.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_nv4rq3kax4epopuv)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 9 versions of this file, between Oct 1, 2026 and Oct 21, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.7.0 latest | 2026-10-21 | 0488670 | 6,856 B | A | view · diff |
| v1.6.0 | 2026-10-15 | 80f9ac2 | 6,856 B | A | view · diff |
| v1.5.9 | 2026-10-12 | 47119a7 | 6,856 B | A | view · diff |
| v1.5.8 | 2026-10-11 | 7617e29 | 6,856 B | A | view · diff |
| v1.5.8 | 2026-10-09 | c333e50 | 6,864 B | A | view · diff |
| v1.5.7 | 2026-10-08 | ae90dce | 6,864 B | A | view · diff |
| v1.5.6 | 2026-10-04 | cdc5e82 | 6,864 B | A | view · diff |
| v1.5.5 | 2026-10-02 | bd2f7f6 | 6,864 B | A | view · diff |
| v1.5.5 | 2026-10-01 | 8937842 | 6,864 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (6856 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kongfangxun/sofagent · 54 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nv4rq3kax4epopuv GET https://markdownregistry.com/api/v1/resolve?ref=kongfangxun/sofagent/sofagent-fde GET https://markdownregistry.com/api/v1/blob/73a8991262b6391b9a278b51ac320bde9851704cc8f295f312040bfb27801828
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.