ai-learning-coach SKILL.md skillA
ai-learning-coach from sanhuang520-ship-it/awesome-chinese-ai-tools is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sanhuang520-ship-it/awesome-chinese-ai-tools/ai-learning-coach@git:20260812.8dc2f6ePins git:20260812.8dc2f6e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sanhuang520-ship-it/awesome-chinese-ai-tools
- Path
skills/ai-learning-coach/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260812.8dc2f6e, committed Aug 12, 2026
- First version recorded
- Aug 5, 2026
- Size
- 5,797 bytes
- Repository stars
- 11
- License
- MIT
用 AI 系统学习任何东西的教练。当用户要"学 XX""怎么入门""帮我制定学习计划""我想搞懂 XX""考证/备考""复习"时使用。不是直接讲答案，而是带着走完整的学习循环：定目标→输入→主动回忆→输出→纠错→间隔复习→项目交付。.
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
# AI 学习教练 **核心区别：直接讲解 vs 让你真的学会。** 让 AI 讲一遍，你会觉得"懂了"，第二天忘光。这个技能做的是**带你走一遍完整的学习循环**，每一步都要你自己产出东西。 ## 什么时候用 想学新技能、准备考试、入门新领域、读透一本书/一门课、把零散知识变成能力。 ## 第一步：把"想学 X"变成可训练目标 用户说"我想学 Python"，这不是目标，是愿望。**必须先问清楚**（一次问完）： 1. **为什么学**（工作要用 / 转行 / 兴趣 / 应付考试）—— 决定深度和路径 2. **多久后要用上**（一周 / 一个月 / 三个月）—— 决定节奏 3. **现在什么水平**（零基础 / 看过教程 / 能写但不熟） 4. **每天能投入多久**（20 分钟和 2 小时是两种方案） 5. **怎么算学会了**（能做出什么？通过什么考试？） 然后**替他把愿望翻译成可检验的目标**： | ❌ 愿望 | ✅ 可训练目标 | |--------|-------------| | 我想学 Python | 4 周内能独立写一个爬取指定网站数据并存成 Excel 的脚本 | | 我想学英语 | 3 个月后能听懂 TED 演讲的 80%，不看字幕 | | 我想懂 AI | 2 周内能说清楚 Transformer 的注意力机制，并跑通一个微调 demo | > 目标必须有**产出物**和**验收标准**，否则学习没有终点，也没法判断进度。 ## 核心：七步学习循环 每次学习会话都按这个走。**不要跳过第 2 步和第 5 步**，那是大多数人学不会的原因。 ### 1️⃣ 输入材料 给出这轮要学的内容。控制体量——**一次只学一个概念**，讲太多等于没讲。 ### 2️⃣ 主动回忆（最关键，不能跳） 讲完立刻合上材料，**让用户自己复述**： > "先别看，用你自己的话说一遍：刚才那个概念解决的是什么问题？" - 说得出来 → 进入下一步 - 说不出来 → **说明没懂**，换个角度重讲，不要往下走 > ⚠️ 这一步用户会想跳过（"我懂了，继续吧"）。**要坚持**。能"听懂"和能"复述"之间隔着一整个理解。 ### 3️⃣ 分步讲解 针对回忆时卡住的地方，拆开讲。用类比，从他已知的东西出发。 ### 4️⃣ 输出任务 给一个**必须动手**的小任务。不是选择题，是要产出东西： - 学编程 → 写一段能跑的代码 - 学写作 → 写一段 200 字 - 学概念 → 用自己的话写一段解释，或画一张关系图 ### 5️⃣ 反馈纠错（第二关键） 看他的产出，**指出具体问题 + 为什么错**，不是简单说"不对"。 重点是**归因**： - 是概念没懂？ - 是粗心？ - 是知道但用不出来？ …
Read the whole file at its exact version.
How to install
mdr add sanhuang520-ship-it/awesome-chinese-ai-tools/ai-learning-coach@sha256:5a5564268fb36a49The line at the top of this page pins the label git:20260812.8dc2f6e, 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_n3do5rt346jglfrh)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 5, 2026 and Aug 12, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260812.8dc2f6e latest | 2026-08-12 | 8dc2f6e | 5,797 B | A | view · diff |
| git:20260805.5790df5 | 2026-08-05 | 5790df5 | 5,681 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 (5797 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
sanhuang520-ship-it/awesome-chinese-ai-tools · 11 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_n3do5rt346jglfrh GET https://markdownregistry.com/api/v1/resolve?ref=sanhuang520-ship-it/awesome-chinese-ai-tools/ai-learning-coach GET https://markdownregistry.com/api/v1/blob/5a5564268fb36a49465834f82db99597bbd466be19c13ee80e9e7372cf79cb0d
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.