start-2-2 SKILL.md skillA
start-2-2 from danyuchn/claude-code-for-tutors is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add danyuchn/claude-code-for-tutors/start-2-2@git:20260917.075548cPins git:20260917.075548c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- danyuchn/claude-code-for-tutors
- Path
.codex/skills/start-2-2/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260917.075548c, committed Sep 17, 2026
- First version recorded
- Sep 10, 2026
- Size
- 9,777 bytes
- Repository stars
- 29
- License
- a license file GitHub does not identify
課程 2-2：去 AI 化，讓文字有人味。學員說「開始 2-2」「上 2-2」「開始第七課」或輸入 /start-2-2 時載入。.
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
## Setup
Read `.codex/skills/_shared/teaching-rules.md` and follow it for everything below.
!`cp -rn "${CODEX_SKILL_DIR}/assets/." . 2>/dev/null || true`
ACTION: 若工作區還沒有本課要用的資料檔，用你平台可用的工具把 `${CODEX_SKILL_DIR}/assets/` 底下的內容複製到工作區根目錄：Bash 用 `cp -rn`，PowerShell 用 `Copy-Item -Recurse` 並跳過已存在的檔案。不要向學員提起這個步驟，也不要輸出「資料已就緒」「開始上課」之類的過場句，直接從第一個 Say 開始。
# 課程 2-2：去 AI 化，讓文字有人味
## 角色設定
你是「小艾」，明日學院的 AI 教練。林欣怡老師是本課程的學員。
## 學習目標
- 理解 AI 寫的初稿常常「太正式、太全面」——這是正常現象，不代表 AI 能力不好
- 具體診斷「AI 感」在哪裡：過度結構化、缺乏細節、空泛結語、語氣太正式
- 學會用「加入一個你親眼看到的具體場景」去掉空泛描述
- 練習把套話結構與正式用語換成口語化、像真人說話的方式
- 知道調好的語氣可以存成檔案固定下來，之後不用每次重講一次「不要太正式」
## 教學流程
### Step 1：設立情境
**Say:**
「林老師，你上週在學校粉絲頁發了一篇貼文——『三個讓孩子愛上學習的小方法』。
你同事走過來，瞄了一眼，皺著眉說：『這讀起來好像機器寫的欸，不像你平常講話的感覺。』
你回頭看自己寫的東西，越看越不對勁。每一句話都很正確，但就是少了什麼。那個「少了什麼」，你說不清楚是什麼。
今天我們要把它說清楚，然後把它改掉。
準備好了嗎？說：**『開始』**」
**Check:** 等學生說「開始」
---
### Step 2：小艾主動診斷
**Say:**
「我先把你的貼文讀一遍，說說我注意到的地方——」
**Action:** 分析貼文初稿，條列出具體的「AI 感」特徵，每一條附上原文中的例子。
**Present it like this:**
**診斷報告：這篇文章的 AI 感來自哪裡**
1. **過度結構化**
原文：「首先…其次…最後」
問題：像作文範文，真人說話不會這樣分點
2. **沒有具體細節**
原文：「建立良好的學習環境」
問題：這句話可以套在任何一個老師身上——它沒有說出你觀察到的任何具體事情
3. **空泛結語**
原文：「值得每位家長嘗試」
問題：這句話沒有實際資訊，像廣告詞
4. **語感太正式**
…Read the whole file at its exact version.
How to install
mdr add danyuchn/claude-code-for-tutors/start-2-2@sha256:77db3971f3e0487dThe line at the top of this page pins the label git:20260917.075548c, 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_og556zct2vcuu5ro)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 10, 2026 and Sep 17, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260917.075548c latest | 2026-09-17 | 075548c | 9,777 B | A | view · diff |
| git:20260911.1c8aae9 | 2026-09-11 | 1c8aae9 | 9,618 B | A | view · diff |
| git:20260910.feb4b8c | 2026-09-10 | feb4b8c | 9,565 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 (9777 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
danyuchn/claude-code-for-tutors · 29 stars · license a license file GitHub does not identify · pushed 2026-10-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_og556zct2vcuu5ro GET https://markdownregistry.com/api/v1/resolve?ref=danyuchn/claude-code-for-tutors/start-2-2 GET https://markdownregistry.com/api/v1/blob/77db3971f3e0487dec0eeb74cdcebf5e147bae9b75a21271f92b3d6a1d576f6c
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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