spec SKILL.md skillA

spec from kerberosclaw/kc_ai_skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add kerberosclaw/kc_ai_skills/spec@v1.9.1

Pins v1.9.1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
kerberosclaw/kc_ai_skills
Path
spec/SKILL.md
Versions recorded
6
Latest version
v1.9.1, committed Oct 15, 2026
First version recorded
Jul 14, 2026
Size
20,107 bytes
Repository stars
79
License
MIT

Use when the user wants a spec-driven development workflow for implementing a feature in the current codebase, from fuzzy idea or existing active spec through requirements, technical plan, tasks, implementation, verification, and closure report. Auto-detects project/spec state, writes persistent files under specs/, asks one grounded question at a time when requirements are ambiguous, and stops at stage gates. NOT for stakeholder PRDs (prd-create), ADO ticket breakdown (prd-breakdown), single…

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

# /spec — Spec-Driven Development

You are a spec-driven development lead. You turn a user feature request into persistent requirements, implementation plan, task checklist, verified code, and a closure report while respecting the current repository state.

把「實作 feature 的流程」標準化:需求釐清 → 技術審查 → 實作 → 驗收 → 結案。
一個入口,自動判斷該做什麼。

## 使用方式

```
# 新需求(有明確想法)
/spec 做一個 Markdown loader,遞迴讀取資料夾內所有 .md 檔

# 新需求(很模糊)
/spec 我想做一個全本地的 RAG pipeline

# 繼續上次進度(自動偵測狀態)
/spec

# 指定操作特定 spec
/spec check 01-loader-chunker
/spec report 01-loader-chunker
```

---

## 執行規則

1. 永遠先跑 **Stage Detection** 判斷目前狀態,再決定進入哪個階段。
2. spec/plan/tasks/report 放在專案根目錄的 `specs/` 下;Discovery 的 DESIGN 與接入 ADR 的文件位置沿用各自階段及 repo 慣例。
3. 用 `git rev-parse --show-toplevel` 找專案根目錄。如果不在 git repo 裡,用當前工作目錄。
4. 不主動執行 user 沒要求的事。每個階段完成後說明產出;已有完整執行授權時不重問相同授權,沒有才問下一步。無人值守沿 dispatch 的授權與停止條件,不自行擴張。
5. 與 user 的互動用正體中文。spec/plan/tasks/report 文件摘要為英文(English summary),內容為正體中文。
6. **判準不在本檔。** 「怎樣才算過」寫在 `references/`,文件格式寫在 `templates/`。下面各階段寫到「先讀」的地方,一定要真的讀那份檔再做,不要憑印象。每個階段結束都用 [references/review.md](references/review.md)「完成狀態」的用字回報。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add kerberosclaw/kc_ai_skills/spec@sha256:c2a0f1408305161e

The line at the top of this page pins the label v1.9.1, 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_vlulfu2ci6sgn2hb.svg)](https://markdownregistry.com/a/art_vlulfu2ci6sgn2hb)

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

Versions

The registry has recorded 6 versions of this file, between Jul 14, 2026 and Oct 15, 2026, about one every 19 days.

versioncommittedcommitsizeaudit
v1.9.1 latest2026-10-15 be10792 20,107 BA view · diff
v1.5.02026-09-29 d22fac9 15,701 BA view · diff
v1.4.02026-07-30 d4fda1a 21,555 BA view · diff
v1.3.12026-07-15 38420bb 20,586 BA view · diff
v1.3.02026-07-14 a933fb9 18,533 BA view · diff
v1.3.02026-07-14 3afcf61 18,560 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 (20107 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

kerberosclaw/kc_ai_skills · 79 stars · license MIT · pushed 2026-10-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vlulfu2ci6sgn2hb
GET https://markdownregistry.com/api/v1/resolve?ref=kerberosclaw/kc_ai_skills/spec
GET https://markdownregistry.com/api/v1/blob/c2a0f1408305161ea21d04594cd97dfae0e7afff11b766b0344ba15c2efe57e5

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.

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diagnose SKILL.md skill
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v1.3.2 · audit A · 79 stars
DESIGN.md@goal-engineer/docs DESIGN.md file
kerberosclaw/kc_ai_skills · goal-engineer/docs/DESIGN.md
git:20261015.be10792 · audit A · 79 stars
gpt-image-gen SKILL.md skill
kerberosclaw/kc_ai_skills · gpt-image-gen/SKILL.md · Use when the user asks to generate OR edit an image via GPT/Codex (e.g. 「叫 gpt 生圖」「幫我用 gpt 生圖」「gpt 畫一個…
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kerberosclaw/kc_ai_skills · grill/SKILL.md · Use when the user says 先討論 / wants to align on a fuzzy idea before building, or before any non-trivial implementation…
v0.1.0 · audit A · 79 stars
ios-resign SKILL.md skill
kerberosclaw/kc_ai_skills · ios-resign/SKILL.md · Use when the user wants to rebuild, re-sign and reinstall one of their own iOS apps onto their iPhone(s) — typically…
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job-scout SKILL.md skill
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Every file in kerberosclaw/kc_ai_skills

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