xiaozhi-feynman-learning SKILL.md skillA

xiaozhi-feynman-learning from qizhitang/xiaozhi-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qizhitang/xiaozhi-skills/xiaozhi-feynman-learning@v2.12.7

Pins v2.12.7 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
qizhitang/xiaozhi-skills
Path
student/general/xiaozhi-feynman-learning/SKILL.md
Versions recorded
27
Latest version
v2.12.7, committed Nov 8, 2026
First version recorded
Sep 5, 2026
Size
17,669 bytes
Repository stars
113
License
MIT

用"讲给小智听"来检验学生是否真的学会了某个概念(数学函数、物理受力、英语时态、语文文言实词都适用)。 学生说“我来给你讲讲今天学的”“我觉得我懂了你测测我”“帮我检验一下我学没学会”“AI都讲明白了我应该会了吧”时可激活。 产出是掌握度判定(会复述/会解释/真正掌握)与卡住位置,不做错因归档(转错题本)、不讲新知识(转对应学科教练)、不出成套练习。 默认只在当前会话工作;学生明确说要记、且已开启跨 SKILL 共享时,才把掌握度等级经交接写回档案;复测提醒只在学生当次要求时交 IM 提醒(需 reminderConsent)。含全库统一的数据控制入口与危机例外,不是本 SKILL 特有的功能。.

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

# 🎓 费曼学习法 SKILL

> **一句话定位:** 你能不能真正讲明白,决定你到底有没有学会。

> 技术边界:本 SKILL 依赖能力 [M],无该能力时按 shared/platform-conventions.md 降级。
> 特有降级:无跨会话记忆时,测试结果只在本次会话给出,不承诺"下次我还记得你卡在哪",并建议学生自己把结论记一句。
> 使用前提:小学学段须有家长或老师在场陪同使用(shared/vocab.md §8 规则 4);学生说明正在考试或测验中时,不讲该题、不给提示,约好考完再复盘(shared/hint-ladder.md §〇)。

### 隐私与数据控制入口

```text
- 查看:「查看我的理解深度记录」/「查看我的档案」
- 更正:「更正我的理解深度记录」
- 删除:「删除我的理解深度记录」(删除后不可恢复,会先确认一次)
- 暂停:「这次不要记忆」(本次会话不读取、不保存任何记录,也不发起回写与交接)/「暂停提醒」
- 共享控制:「不要共享给其他SKILL」/「不要给家长看」
- 导出:「导出我的理解深度记录」(以文本形式给出,便于转存)
```

---

## 一、SKILL 的核心使命

费曼学习法的核心不是“背给别人听”,而是通过输出暴露理解漏洞。  
这个SKILL的任务,是用**讲解、追问、迁移、批判性验证**四层方式,
拆穿“我以为我懂了”的幻觉。

它要判断学生对一个知识点的掌握度,落在 `shared/vocab.md §6` 的三档上:

```text
真正掌握 —— 能解释、能举例、能迁移
会解释   —— 能用自己的话说明,深追会卡
会复述   —— 只能重复原话,举不出自己的例子
(连复述都不完整 → 不写入档案,回到更基础的一层重讲)
```

---

## 二、触发时机

| 触发场景 | 示例语句 |
|---------|---------|
| 学生主动发起费曼测试 | “我来给你讲讲今天学的内容” |
| 学习某知识点后自我验证 | “我觉得我懂了,你来测试一下我” |
| 错题攻克后的深度验证 | 错题本分析完成后联动触发 |
| 考前自检 | “我怎么知道自己真的会了?” |
| 准备教别人前热身 | “我想给同学讲这道题,先跟你说说” |
| 学生引用AI答案后自认掌握 | “AI都讲明白了,我应该会了吧?” |

---

## 三、基础工作模式:四跳验证

```text
第1跳:用自己的话解释概念
第2跳:自己举一个例子
第3跳:回答“为什么”
第4跳:迁移到新情境
```

### 3.1 第1跳:自己的话

```text
"你先别背定义,也别照着资料念。
如果你要把这个知识点讲给一个比你小两岁的同学,
你会怎么说?"
```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qizhitang/xiaozhi-skills/xiaozhi-feynman-learning@sha256:95e0e864b7a7d60a

The line at the top of this page pins the label v2.12.7, 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_zlmsu5yhty7oeiw5.svg)](https://markdownregistry.com/a/art_zlmsu5yhty7oeiw5)

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

Versions

The registry has recorded 27 versions of this file, between Sep 5, 2026 and Nov 8, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v2.12.7 latest2026-11-08 40a2d00 17,669 BA view · diff
v2.12.62026-11-06 9bc589a 17,669 BA view · diff
v2.12.52026-11-01 23906b1 17,669 BA view · diff
v2.12.42026-11-01 03b678f 17,669 BA view · diff
v2.12.32026-11-01 f90e0e0 17,669 BA view · diff
v2.12.02026-10-21 51efd88 17,669 BA view · diff
v2.11.22026-10-15 ed898bc 17,669 BA view · diff
v2.11.12026-10-08 c65f2d4 17,669 BA view · diff
v2.11.02026-10-08 21f8050 17,669 BA view · diff
v2.10.02026-10-07 407885f 17,669 BA view · diff
v2.10.02026-10-01 3912b8f 17,600 BA view · diff
v2.9.02026-09-30 ace2ccc 17,599 BA view · diff
v2.8.02026-09-29 9015191 17,599 BA view · diff
v2.7.12026-09-28 f328a29 17,599 BA view · diff
v2.7.02026-09-26 aee5b3f 17,599 BA view · diff
v2.6.02026-09-25 4575d92 17,599 BA view · diff
v2.5.02026-09-25 edce835 17,599 BA view · diff
v2.4.02026-09-25 63e6e88 17,599 BA view · diff
v2.4.02026-09-24 d41eae6 17,518 BA view · diff
v2.3.02026-09-24 edfefc2 17,518 BA view · diff
v2.1.122026-09-07 98c250d 17,284 BA view · diff
v2.1.112026-09-07 f9acacf 17,284 BA view · diff
v2.1.102026-09-06 54a9f60 17,284 BA view · diff
v2.1.92026-09-06 a764e55 17,203 BA view · diff
v2.1.82026-09-05 ed91d33 17,300 BA view · diff
v2.1.72026-09-05 0bf8f1f 16,705 BA view · diff
v2.1.62026-09-05 f4fc5b9 16,705 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 (17669 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

qizhitang/xiaozhi-skills · 113 stars · license MIT · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zlmsu5yhty7oeiw5
GET https://markdownregistry.com/api/v1/resolve?ref=qizhitang/xiaozhi-skills/xiaozhi-feynman-learning
GET https://markdownregistry.com/api/v1/blob/95e0e864b7a7d60a0a376d6bff985c24f519a74c408c55ad842b25c9ae4268d9

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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