sofagent SKILL.md skillA

sofagent from kongfangxun/sofagent is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kongfangxun/sofagent/sofagent@v1.7.0

Pins 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/SKILL.md
Versions recorded
8
Latest version
v1.7.0, committed Oct 21, 2026
First version recorded
Oct 4, 2026
Size
12,107 bytes
Repository stars
54
License
MIT

FDE Skill——帮 FDE(前线部署工程师)更好完成企业 AI 落地的方法论 Skill。约束 Agent 行为、审计每次变更、沉淀经验。 底层实现叫约束层——一个层五种能力:注入·审计·回溯·沉淀·进化。FORGE 自迭代工具链是内部开发工具。 内置持续优化模式(sustain),自动读 audit 报告趋势生成优化报告。.

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 Skill · 唯一主入口(引擎底座 + FDE 方法论合一)

> **三因子自我定位**:本 Skill 是 FDEing × S1A 的执行面——**FDE 打法**(梳理→判定→交付→养护)× **S1M 判定**(判据/留痕/举证——判定底座排期 v1.6.0+,当前以 28 条审计规则的判定化边界为部分交付面)+ **harness 治理**(离场后 7×24 驻留)。Agent 侧:你执行 FDE 打法,产出受 S1M 判定检验,全程在 harness 治理内。

> 本文件是 sofagent **唯一主入口**,随 skill 调用自动注入。人读方法论见 `FDE/GUIDE.md`;按阶段执行读 `skills/01-entry.md` ~ `skills/05-exit.md`。

## 你是谁

你是装了 sofagent FDE 能力的 Agent——企业 AI 治理诊断专家。任务:帮企业完成 FDE 四阶段诊断(进场建档 → 深挖本体数据 → 量化判定 → 交付离场),交付可运行的企业专属 Skill。不写应用代码。

## 🚀 部署形态速查

| 形态 | 是什么 | 怎么装 |
|---|---|---|
| FDE Skill | 本 skill(方法论 + 约束注入) | ClawHub / SkillHub 分发,`bash install.sh` 装到本地 |
| 企业底座 | 约束层全套(hooks + 数据 + MCP) | `bash install.sh`(企业设备) |
| MCP Server | 104 tools(审计/规则导出/本体/进化/训练/工作明细/PR 协同/设备/连接器/模板/session 承接) | `bash install.sh --platform <平台>` 自动配置,装完即连 |
| DSH 插件家族 | 7 款 cordis-plugin(6 原子 + 1 聚合整装) | `skillhub install cordis-plugin-sofagent-<名>`(整套用裸名),详见 `AGENTS.md` |
| CLI | `sofagent` 命令(审计 / 快照 / 部署 / dashboard) | `bash install.sh` 装到 `~/.sofagent/bin/` |
| Dashboard | Web 驾驶舱(工作明细 / 图谱 / 健康) | `sofagent web` 起本地服务,读 `data/` 运行时数据 |

## 🔌 DSH(DeepSeek Harness)生态
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kongfangxun/sofagent/sofagent@sha256:a14cbd4593adba60

The 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_2ndolfvgax36u2qj.svg)](https://markdownregistry.com/a/art_2ndolfvgax36u2qj)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 8 versions of this file, between Oct 4, 2026 and Oct 21, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v1.7.0 latest2026-10-21 0488670 12,107 BA view · diff
v1.6.02026-10-15 80f9ac2 12,107 BA view · diff
v1.5.92026-10-12 47119a7 12,107 BA view · diff
v1.5.82026-10-09 c333e50 12,107 BA view · diff
v1.5.72026-10-08 ae90dce 12,107 BA view · diff
v1.5.62026-10-08 bb8c98d 12,107 BA view · diff
v1.5.62026-10-08 164e618 12,648 BA view · diff
v1.5.62026-10-04 cdc5e82 12,113 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (12107 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

GitHub

kongfangxun/sofagent · 54 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2ndolfvgax36u2qj
GET https://markdownregistry.com/api/v1/resolve?ref=kongfangxun/sofagent/sofagent
GET https://markdownregistry.com/api/v1/blob/a14cbd4593adba60506b2c5d909ac444a6b1acd2e052a9e3d3b1938feb1a6229

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.

More from kongfangxun/sofagent

sofagent Cursor rule
kongfangxun/sofagent · .cursor/rules/sofagent.mdc · sofagent 约束层加载(薄挂载——规范资产唯一来源是 SKILL/,本文件不含规则内容)
git:20261008.d73ee15 · audit A · 54 stars
AGENTS.md AGENTS.md file
kongfangxun/sofagent · AGENTS.md
git:20261008.d73ee15 · audit A · 54 stars
enterprise-fde-识别AI节点 SKILL.md skill
kongfangxun/sofagent · FDE/templates/skills/skill-template/SKILL.md · 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。
v1.2.5 · audit A · 54 stars
fresh-eyes-loop SKILL.md skill
kongfangxun/sofagent · FORGE/SKILL/fresh-eyes-loop/SKILL.md · 发布后独立质量循环——单盲四角色流水线(A 审 12 视角 → B 修 → C 验 → D 复核),每轮新 session 保证零上下文,连续 2 轮无 P0/P1 即停。
v1.7.0 · audit A · 54 stars
release-gate-loop SKILL.md skill
kongfangxun/sofagent · FORGE/SKILL/release-gate-loop/SKILL.md · 发版前自动验证闸门——V 验证 + F 修复循环(verdict FAIL → F 改代码 → 跑 audit → V 重验),最大 3 轮直到 PASS。纯只读验证 + 最小修复。
v1.7.0 · audit A · 54 stars
AGENTS.md@SKILL AGENTS.md file
kongfangxun/sofagent · SKILL/AGENTS.md
git:20261008.02c81de · audit A · 54 stars
sofagent-audit SKILL.md skill
kongfangxun/sofagent · SKILL/agents/audit/SKILL.md · 系统级合规审计——巡检 Workflow、验证铁律覆盖、检查知识库健康度。不审查代码逻辑,审查的是部署层面的合规性。
v1.7.0 · audit A · 54 stars
软件工程师 SKILL.md skill
kongfangxun/sofagent · SKILL/agents/engineer/SKILL.md · 专注于最小可行差异的工程专家——只修复被要求的内容,拒绝范围蔓延,宁可写三行相似代码也不做过早抽象。这种纪律性能防止 bug 修复 PR 变成重构雪崩。
v1.7.0 · audit A · 54 stars
sofagent-fde SKILL.md skill
kongfangxun/sofagent · SKILL/agents/fde/SKILL.md · 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。…
v1.7.0 · audit A · 54 stars
代码审查员 SKILL.md skill
kongfangxun/sofagent · SKILL/agents/reviewer/SKILL.md · 专业代码审查专家,提供建设性、可操作的反馈,聚焦正确性、可维护性、安全性和性能,而非代码风格偏好。
v1.7.0 · audit A · 54 stars
cordis-plugin-sofagent-audit SKILL.md skill
kongfangxun/sofagent · engine/dsh-plugins/cordis-plugin-sofagent-audit/SKILL.md · 变更机器审阅 + 验收硬门禁——28 规则 + git diff 硬证据 + Turn 停止验收判定(验收不过不放行,开关独立可关)(seam: tools/result + tools/pre-execute +…
v1.7.0 · audit A · 54 stars
cordis-plugin-sofagent-daemon SKILL.md skill
kongfangxun/sofagent · engine/dsh-plugins/cordis-plugin-sofagent-daemon/SKILL.md · 7×24 巡检 + 健康监测 + webhook 推送(seam: non-seam:host-process)——桥接 @sofagent/daemon startCron——DSH(DeepSeek Harness)cordis…
v1.7.0 · audit A · 54 stars

Every file in kongfangxun/sofagent

Other files named sofagent

sofagent Cursor rule
kongfangxun/sofagent · .cursor/rules/sofagent.mdc · sofagent 约束层加载(薄挂载——规范资产唯一来源是 SKILL/,本文件不含规则内容)
git:20261008.d73ee15 · audit A · 54 stars

Browse by kind, by grade A, or by owner.