start-1-4 SKILL.md skillA
start-1-4 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-1-4@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-1-4/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260917.075548c, committed Sep 17, 2026
- First version recorded
- Sep 10, 2026
- Size
- 7,260 bytes
- Repository stars
- 29
- License
- a license file GitHub does not identify
課程 1-4：AI 中途停頓——主動介入與即時調整。學員說「開始 1-4」「上 1-4」「開始第四課」或輸入 /start-1-4 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 1-4：AI 中途停頓——主動介入與即時調整
## 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
- 學會觀察 AI 是否真的在執行任務，而不只是顯示「處理中」卻沒有實際內容
- 掌握該介入的三個時機：卡住、方向不對、想加新條件
- 知道介入不需要任何技術指令，用你平常說話的方式就夠了（如「直接寫」「跳過這個」）
- 體驗在批次任務進行中途調整方向，AI 也能立刻套用到後續內容
## 教學流程
### Step 1：設立情境，讓學生感受問題
**Say:**
「林老師，上一課你做好了四套模板，今天要用它們批次生成全班 25 封家長信。
你信心滿滿，把所有學生資料一次丟給 AI，按下送出。
前 6 封完美。第 7 封——學生名字搞混了。第 8 封——語氣版本套錯了。第 10 封之後——格式整個亂掉。
你盯著螢幕，心想：*它是不是壞了？*
今天要學的，就是這個情境：**大量任務進行中，AI 突然出錯——你怎麼辦？**
準備好了嗎？說：**『開始』**」
**Check:** 等學生說「開始」或類似的話
---
### Step 2：解釋為什麼——用比喻說清楚
**Say:**
「先告訴你它為什麼出錯——
你有沒有試過，叫一個同事同時記住 10 件待辦事項、然後再加 10 件、再加 10 件，叫他一次處理完？
記到後面，他開始說錯名字、漏掉細節，不是因為他能力差——是短期記憶超過上限了。
AI 有一樣的限制，叫做**上下文窗口**。一次丟太多資料進去，它到後面就會開始混亂。
所以，不是壞了——是超載了。
說：**『我懂了』**，我帶你用正確的方法重來。」
**Check:** 等學生說「我懂了」或類似的話
---
### Step 3：示範分批做法——第一批
**Say:**
…Read the whole file at its exact version.
How to install
mdr add danyuchn/claude-code-for-tutors/start-1-4@sha256:98f3d5cc7401a34eThe 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_hgeknh3orn6ue5lj)
4 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 | 7,260 B | A | view · diff |
| git:20260911.1c8aae9 | 2026-09-11 | 1c8aae9 | 7,130 B | A | view · diff |
| git:20260910.feb4b8c | 2026-09-10 | feb4b8c | 7,077 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 (7260 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_hgeknh3orn6ue5lj GET https://markdownregistry.com/api/v1/resolve?ref=danyuchn/claude-code-for-tutors/start-1-4 GET https://markdownregistry.com/api/v1/blob/98f3d5cc7401a34e21318ae0cffe3743a41ec11d9f1782d4eca9f69e31e39457
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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