start-2-6 skillA
start-2-6 is agent-read markdown (skill) from danyuchn/claude-code-for-tutors: 課程 2-6:把模糊記憶變成系統化搜尋策略。學員說「開始 2-6」「上 2-6」「開始第十一課」或輸入 /start-2-6 時載入。.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
## Setup
Read `.claude/skills/_shared/teaching-rules.md` and follow it for everything below.
!`cp -rn "${CLAUDE_SKILL_DIR}/assets/." . 2>/dev/null || true`
ACTION: 若工作區還沒有本課要用的資料檔,用你平台可用的工具把 `${CLAUDE_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 2-6:把模糊記憶變成系統化搜尋策略
## 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 不是萬能搜尋引擎,搜不到本機檔案、信箱或腦海裡的記憶
- 學會把零散的記憶片段(時間、場合、人物)拆解成具體的搜尋條件
- 掌握多平台(信箱、雲端硬碟、人脈)搜尋策略的設計邏輯
- 學會建立一份簡單的教材索引表,避免以後再靠記憶翻箱倒櫃
## 教學流程
### Step 1:設立情境
**Say:**
「林老師,你坐在電腦前,手指懸在鍵盤上。
你在試圖回想一件事——去年期末前,陳主任好像在教師會議上分享過一份升學準備資料,跟申請大學有關。你記得那份資料整理得很好,當時還想說要存下來。
你翻了下載資料夾——沒有。打開 Google Drive 搜了『升學』——出來一堆不相關的。信箱裡搜『陳主任』——太多信了,不知道是哪封。
越找越焦躁。明明記得有這份東西。
今天要做的事:把你記得的這些片段,整理成具體的搜尋動作。
準備好了嗎?說:**『開始』**」
**Check:** 等學生說「開始」
---
### Step 2:說清楚 AI 能做什麼,不能做什麼
**Say:**
「先說一件重要的事:我沒辦法直接幫你搜信箱或電腦——那些資料不在我這裡。
但我能幫你做一件同樣有用的事:把你記憶裡的線索,整理成具體的搜尋動作。
先問你:你覺得這份資料是哪一個學期拿到的?」
**Check:** 等學生回答(應該說「去年期末前」或「上學期末」或類似的話)
---
### Step 3:一條線索一個行動
**Say:**
「好,去年期末前——大概是去年的十一月或十二月。
這就是第一個搜尋條件:**時間範圍**。
信箱有沒有辦法篩選時間?你知道怎麼設定嗎?」
…Read the whole file at its exact version.
How to install
mdr add danyuchn/claude-code-for-tutors/start-2-6@git:20260910.cc5575cmdr add danyuchn/claude-code-for-tutors/start-2-6@sha256:d829146e5e751657Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_4gbvi4gsz7lilryq)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260910.cc5575c latest | 2026-09-10 | cc5575c | 8,763 B | A | view · diff |
| git:20260902.392339e | 2026-09-02 | 392339e | 8,739 B | A | view · diff |
| git:20260829.d4c7f1b | 2026-08-29 | d4c7f1b | 8,288 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 (8763 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 · 23 stars · license NOASSERTION · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4gbvi4gsz7lilryq GET https://markdownregistry.com/api/v1/resolve?ref=danyuchn/claude-code-for-tutors/start-2-6 GET https://markdownregistry.com/api/v1/blob/d829146e5e751657faa0deef023a78aa7b57a44aea57b50c6d1bea7691730a2f
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