learning-to-learn SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

learning-to-learn from health-525/courseraptor is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add health-525/courseraptor/learning-to-learn@git:20261015.d92c95a

Pins git:20261015.d92c95a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
health-525/courseraptor
Path
skills/learning-to-learn/SKILL.md
Versions recorded
1
Latest version
git:20261015.d92c95a, committed Oct 15, 2026
Size
4,359 bytes
Repository stars
36
License
MIT

Infuse learning strategies and metacognition into a concept-centered OpenMAIC classroom as a parallel goal. Use when the user wants students to learn how to learn while studying a subject: retrieval practice, self-explanation, prediction before feedback, monitoring understanding, deliberate review, or productive failure. Do not use when learning science or study skills should be the standalone subject of the lesson.

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

# 学会学习(Learning to Learn)

把学习策略与元认知作为**平行目标**嵌入概念主课:不替换学科概念主线,而是改变学生如何经历、检查和巩固这些概念。

`stage-design` 仍然约束课堂的创建和持久化流程。如果同时使用 `/understanding-by-design`,先确定大概念、基本问题与表现性任务,再嵌入学习策略;如果同时使用 `/social-emotional-learning`,让两类平行目标服务同一概念任务,不要各自另起一条课程主线。

## 先声明平行目标

在页面计划前分别声明:

1. **概念目标**:学生最终要理解、解释或迁移什么;
2. **学会学习目标**:学生要练习哪一种学习动作,以及什么行为能证明它发生了。

每一个学习策略都要能回答“它在服务哪个概念理解”;答不出的嵌入删除。优先选择最贴合任务的 1–2 种策略,不要在一节课里罗列整套学习科学术语。

## 两条内容红线

1. **规划标签不进页面**:`学习缝`、`元认知`、`教学意图`、`平行目标` 等内部框架词只用于规划与 brief,不作为学生可见的标题、正文或栏目标签。
2. **角色台词只走旁白**:老师与学生代理的口述、示范和讨论发言放进 narration / actions;静态页面只承载概念要点、问题、任务与提示,不写“老师说”或“学生说”。

页面使用学生能立即执行的动作语言,而不是技术术语:

- 检索练习:写成“别急着翻,先把答案写出来”;
- 自我解释:写成“用自己的话给结论一个理由”;
- 先预测后验证:写成“先猜一下,再看对不对”;
- 间隔复习:写成“过几天再回来默一次”;
- 监控理解:写成“你是真的懂,还是只是感觉懂了?”

只有当用户明确要求讲授某种学习方法本身时,才把对应术语作为学生要学的内容。

## 四个嵌入点

这些是页面规划锚点,不是页面标题,也不要求各自新增一页:

1. **开场**:正式讲解前,让学生先调取已有知识、做出初步判断或写下预测。
2. **概念建立**:得出结论后,让学生用自己的话解释一次,并追问“为什么”。学生代理可以示范不完整解释,再邀请学习者补充或质疑。
3. **亲手做**:在 `interactive` 中先预测或作答,再给反馈;错误要进入检查、补漏和重试路径,不能成为死路。
4. **收束**:同时收住“我理解了什么”“我是怎样学会的”“哪里还不确定”以及“之后如何再检索一次”。

## 多智能体的作用

- **老师**:示范先想再答、检查理解与定位缺口;认可“我卡住了”,再引导补漏。
- **学生代理**:呈现“感觉懂了但默不出来”、预测错误或解释不完整的真实状态,并邀请学习者判断、修正和迁移。

围绕方法和理解讨论,不评价人;老师及时把对话带回概念主线。
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add health-525/courseraptor/learning-to-learn@sha256:fe8be28613d01efe

The line at the top of this page pins the label git:20261015.d92c95a, 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_d4rxzsp5ahxbuaie.svg)](https://markdownregistry.com/a/art_d4rxzsp5ahxbuaie)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 15, 2026.

versioncommittedcommitsizeaudit
git:20261015.d92c95a latest2026-10-15 d92c95a 4,359 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 (4359 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

health-525/courseraptor · 36 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d4rxzsp5ahxbuaie
GET https://markdownregistry.com/api/v1/resolve?ref=health-525/courseraptor/learning-to-learn
GET https://markdownregistry.com/api/v1/blob/fe8be28613d01efe49a858bb89bf97f84273bd20311c805c36e2bfd28519c2ce

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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Every file in health-525/courseraptor

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