enterprise-fde-识别AI节点 SKILL.md skillA
enterprise-fde-识别AI节点 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/enterprise-fde-识别AI节点@v1.2.5Pins v1.2.5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kongfangxun/sofagent
- Path
FDE/templates/skills/skill-template/SKILL.md- Versions recorded
- 7
- Latest version
- v1.2.5, committed Oct 19, 2026
- First version recorded
- Aug 1, 2026
- Size
- 3,571 bytes
- Repository stars
- 54
- License
- MIT
当 FDE 需要对工作流节点做 AI 分类判定时用这个 Skill—— 不是"它是干什么的"，是"什么时候用"。 写错 description = Skill 永远不会被触发。.
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
# 企业专属 Skill · 识别 AI 节点（sofagent 自案例 · 模板） > 📋 **这是模板文件**——给客户企业每个 AI 节点定制的 Skill 格式参考。 > 不是 FDE Harness 自己的 Skill（那个主入口在 `SKILL/SKILL.md`，阶段指引在 `SKILL/skills/01-05`）。 > > FDE 在 §7-§8 定制。每个 AI 节点一个专属 Skill，注入企业的行业术语 / 业务规则 / 历史案例。 > 实际产出路径：`skills/fde-识别AI节点/SKILL.md`（每个节点一个目录，SKILL.md 是入口）。 > 初始版本由 FDE 写，运行后按 evolve baseline 快照自动迭代——不需要 FDE 手动调。 ## 行业术语 这个节点所在领域的专有词汇和缩写： | 术语 | 含义 | 用在哪 | |---|---|---| | 🔄 自动执行 | 规则明确、高频重复、输入输出可结构化的节点 | 分类判定结果 | | ⚡ 强化岗位 | 需要判断但规则可描述，AI 做领航员的节点 | 分类判定结果 | | 👤 暂时不动 | 依赖直觉经验或数据不可达的节点 | 分类判定结果 | | 五要素 | 输入/输出/负责人/耗时/痛点 | 节点完整性判断 | | 三问判定法 | 输入能自动取？规则能写清？输出能自动推？ | 分类核心规则 | ## 业务规则 这个节点必须遵守的规则。Agent 会严格执行： 1. 输入必须是完整的五要素——缺任何一项先标记"不完整"，不强行判定 2. 三问判定法的答案必须基于事实（"有 API"≠"API 能用"），不能猜 3. 边界情况（两问 yes 一问 no）判为 ⚡，不是 🔄 4. 判定理由必须一句话写清楚，不能只填"符合 🔄 特征" 5. 任何人都可以 override 判定结果，但 override 必须记录理由 ## 历史案例 这个节点跑过的典型案例，Agent 做决策时参考： ### 案例 1：数据拉取 → 🔄 - 输入：ERP API（有接口，能自动取） - 规则：拉昨日销售数据（新人照着文档能做） - 输出：写入飞书表格（API 可推） - 判定：三 yes → 🔄 ### 案例 2：设计稿审核 → ⚡ - 输入：Figma 设计稿（能自动取） - 规则：审核是否符合设计规范（规范可描述，但需要审美判断） - 输出：审核意见推给设计师（能自动推） - 判定：两 yes 一 no（规则需判断）→ ⚡ ### 案例 3：战略决策 → 👤 - 输入：市场数据 + 老板直觉（直觉不可自动取） - 规则：没有固定规则 - 输出：决策结果 - 判定：零 yes → 👤 ## 约束 …
Read the whole file at its exact version.
How to install
mdr add kongfangxun/sofagent/enterprise-fde-识别AI节点@sha256:06e306ab84c08adbThe line at the top of this page pins the label v1.2.5, 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_fjly6mgctcgmkyar)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 1, 2026 and Oct 19, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.2.5 latest | 2026-10-19 | 0840693 | 3,571 B | A | view · diff |
| v1.2.5 | 2026-10-11 | 7617e29 | 3,566 B | A | view · diff |
| v1.2.5 | 2026-09-17 | ac8dea5 | 3,597 B | A | view · diff |
| v1.2.5 | 2026-08-27 | e784cf6 | 3,597 B | A | view · diff |
| v1.2.5 | 2026-08-23 | 7583036 | 3,593 B | A | view · diff |
| v1.2.5 | 2026-08-03 | 43e74e9 | 3,593 B | A | view · diff |
| v1.2.4 | 2026-08-01 | 3553df8 | 3,593 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 (3571 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_fjly6mgctcgmkyar GET https://markdownregistry.com/api/v1/resolve?ref=kongfangxun/sofagent/enterprise-fde-识别AI节点 GET https://markdownregistry.com/api/v1/blob/06e306ab84c08adba0a0084c6c3783f1e66178d9416cf0c85396d6dc11e4af05
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.