lls-code-anatomy SKILL.md skillA
lls-code-anatomy from philrobinluo/ai-coevolution-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add philrobinluo/ai-coevolution-skills/lls-code-anatomy@git:20260728.7cf7926Pins git:20260728.7cf7926 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- philrobinluo/ai-coevolution-skills
- Path
skills/lls-code-anatomy/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260728.7cf7926, committed Jul 28, 2026
- First version recorded
- Jul 28, 2026
- Size
- 11,263 bytes
- Repository stars
- 4
- License
- a license file GitHub does not identify
面向代码初学者和跨专业学习者的中文代码学习教练。用于用户说“解剖这段代码”“逐行讲代码”“看不懂这一行”“帮我做代码学习笔记”时；先建立数据流地图，再对不超过约 30 行的功能块做意图注释、最难行逐 token 解剖、安全小改动与运行验证，最后生成可复习的学习卡片、通用模式和 3 道自测题。不得只解释不练习，也不得把密钥、客户数据或生产配置写进笔记。.
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
<!-- workbuddy-install: published; slug: lls-code-anatomy --> ## 在 WorkBuddy 中找到并安装 **Skill slug：`lls-code-anatomy`** 在 WorkBuddy 新会话粘贴： ```text 请按 https://skillhub.cn/install/skillhub.md 检查 SkillHub，搜索 `lls-code-anatomy`；仅在 slug 完全一致时安装到 `~/.workbuddy/skills/`。安装后读取 `~/.workbuddy/skills/lls-code-anatomy/SKILL.md`，核对 name、version 和实际路径，然后新开会话触发该 Skill。 ``` 也可以打开左侧「技能」→「添加技能 / 查找技能」，搜索 `lls-code-anatomy` 后安装；界面文字可能随 WorkBuddy 版本变化。 # 罗老师代码解剖学习法 ## 目标 把用户正在接触的一小段真实代码，转成一次完整的学习闭环： ```text 先看流程 → 再看每行意图 → 拆最难语法 → 亲手改一处并运行 → 提炼通用模式 → 生成学习卡片 → 用 3 道题检查是否真正掌握 ``` 重点不是替用户把功能做完，而是让用户能够： 1. 用自己的话说出代码在做什么； 2. 看懂最难一行里的关键词和符号； 3. 预测一个小改动会产生什么结果； 4. 亲手运行并核对预测； 5. 下次遇到相似结构时认出通用模式。 ## 适用场景 - 用户正在学 Python、JavaScript、TypeScript、Shell、SQL 或其他常见语言。 - 用户能运行项目，但看代码时容易“每个词都认识，连起来看不懂”。 - 用户想把工作中的代码整理成 Markdown、Obsidian 或普通笔记。 - 用户想逐行理解报错附近的功能块，而不是听一大段抽象理论。 - 用户希望用类比、记忆路线和自测题巩固理解。 ## 不适用场景 - 用户当前只要紧急修复，不准备学习；先完成修复，再询问是否做 10 分钟复盘。 - 代码来自未知来源且可能执行破坏性命令；先做静态分析，不直接运行。 - 用户给出整个大型仓库但没有明确学习目标；先画模块地图，再选一个功能块。 - 内容包含真实密钥、客户资料、生产数据库连接或个人身份信息；先脱敏。 ## 启动方式 用户可以直接说： ```text 请用 lls-code-anatomy 解剖下面这段代码。 我的基础： 我最看不懂的地方： 代码： <粘贴约 30 行以内的代码> ``` 也可以说： ```text 请先给我这个文件的全局伪代码地图，然后挑最值得学的一个功能块带我练。 ``` …
Read the whole file at its exact version.
How to install
mdr add philrobinluo/ai-coevolution-skills/lls-code-anatomy@sha256:66f3b69822832faeThe line at the top of this page pins the label git:20260728.7cf7926, 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_pehsbpuoj6iefop3)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Jul 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260728.7cf7926 latest | 2026-07-28 | 7cf7926 | 11,263 B | A | view · diff |
| v1.0.2 | 2026-07-28 | 1d5d917 | 11,278 B | A | view · diff |
| v1.0.2 | 2026-07-28 | 28901a6 | 11,283 B | A | view · diff |
| v1.0.1 | 2026-07-28 | 9477a1f | 11,283 B | A | view · diff |
| v1.1.0 | 2026-07-28 | 9644181 | 11,283 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 (11263 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
philrobinluo/ai-coevolution-skills · 4 stars · license a license file GitHub does not identify · pushed 2026-09-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pehsbpuoj6iefop3 GET https://markdownregistry.com/api/v1/resolve?ref=philrobinluo/ai-coevolution-skills/lls-code-anatomy GET https://markdownregistry.com/api/v1/blob/66f3b69822832faec711b3983732bf7f525dddcdb00f3ec24c8c85e32fe1290c
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.