ten-step-learning SKILL.md skillA
ten-step-learning from idiotleolyj/daliu-awesome-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add idiotleolyj/daliu-awesome-skills/ten-step-learning@git:20260721.41c3ca0Pins git:20260721.41c3ca0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- idiotleolyj/daliu-awesome-skills
- Path
plugins/ten-step-learning/skills/ten-step-learning/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260721.41c3ca0, committed Jul 21, 2026
- Size
- 11,032 bytes
- Repository stars
- 148
- License
- none declared
把大刘的「十步学习法」(五视角 STORM × 费曼闭环)固化成一次性、端到端的学习流水线: 用户只给一个【主题】,skill 就从头到尾自动跑完十步(五视角 STORM → 矛盾图谱 → 综合简报 → 同行评审自检 → 资源筛选 → 学习阶梯 → 2 小时核心 20% → 考到崩溃 → 费曼循环 → 一页速查表), 最终产出一个非常详细、严格遵循 DESIGN.md 视觉的单文件学习 HTML(侧边栏 12 项:总览+十步+收尾闭环, 每步展示【输入=提示词 / 输出=原始产物 / 学习结果=提炼结论】三栏)。 当用户说"用十步学习法学 X / 帮我系统学一下 X / 十倍速学 X / 用 STORM 学 X / 深度学习某主题并出学习网页 / 把某主题从零到能和专业人士对谈地学一遍 / 给我做一份 X 的完整学习资料/学习闭环/学习 HTML"等, 想对一个陌生主题做一次结构化、闭环式、可留存的深度学习时,必须使用本 skill。 它开场只问两个快问(当前水平+目标深度、角色/使用场景),之后全自动零打断;研究阶段按需走 web-access…
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
# ten-step-learning — 十步学习法(端到端学习流水线) > 把大刘《用 Claude/Codex/Workbuddy 10 倍速学习任何知识》里的「十步法」做成一次性可执行的 skill。 > **用户只给主题 → 自动跑完十步 → 产出一个非常详细、DESIGN 合规的单文件学习 HTML**。 > SKILL.md 正文承载**定位、五阶段流程、三栏语义、完成判定**;十步逐字提示词与模板填充规范下沉到 `references/`。 ## 定位 - **一个游离 skill**(不属于任何 plugin 套件),目录:`ten-step-learning/`(`SKILL.md` + `assets/template.html` + `references/`)。 - **输入** = 一个学习主题(+ 开场两问采集的学习画像);**输出** = 当前工作目录下的 `<主题>-十步学习.html`,单个自包含文件。 - **方法来源** = 五视角 STORM(斯坦福 STORM,检索增强的多视角调研)+ Rahul「四要素:一条路径、一次测试、一次压缩、一个反馈循环」,大刘融合成「学习 → 深化 → 记忆 → 回顾」的完整闭环,共十步、按顺序执行、逐环消费上游产物。 - **灵魂** = **闭环 + 逐环交接**。十步不是十段独立内容,而是一条线:前一步的产物是后一步的输入。严禁跳序、严禁让某步凭空生成而不消费上游。 ## 何时触发 / 何时不触发 **正向触发**:用户想对一个**陌生主题**做**结构化、闭环式、可留存**的深度学习——"用十步学习法学 X / 系统学一下 X / 十倍速学 X / 用 STORM 学 X / 把 X 从零学到能和专业人士对谈 / 给我做一份 X 的完整学习 HTML/学习闭环"。 **反触发**: 1. **只是一个具体事实 / 一句话就能答的问题** → 直接回答,别启动重流程。 2. **要做的是 PPT / 竞品报告 / 正式文档等特定产物**(而非"学习一个主题")→ 交给对应 skill(guizang-ppt-skill / competitive-analysis-report / minimax-docx 等)。 3. **用户明确只要十步里的某一步**(如"只帮我出速查表""只跑五视角")→ 可只执行该步,不必强跑全程。 ## 五阶段流程(严格按序) ### 阶段 0 · 开场两问,建立学习画像(唯一一次打断) 拿到主题后,**只问两个快问**,答完即全自动零打断: 1. **你的当前水平 + 想达到的深度?**（零基础 / 有点基础 / 有经验;目标是"能聊两句" / "能上手干活" / "能和专业人士对谈"——默认取"能和专业人士对谈"） …
Read the whole file at its exact version.
How to install
mdr add idiotleolyj/daliu-awesome-skills/ten-step-learning@sha256:6c2b7c6490596e14The line at the top of this page pins the label git:20260721.41c3ca0, 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_xjqrfdznxle2enev)
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Versions
The registry has recorded 1 version of this file, committed on Jul 21, 2026.
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 (11032 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
idiotleolyj/daliu-awesome-skills · 148 stars · license none declared · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xjqrfdznxle2enev GET https://markdownregistry.com/api/v1/resolve?ref=idiotleolyj/daliu-awesome-skills/ten-step-learning GET https://markdownregistry.com/api/v1/blob/6c2b7c6490596e1415da4e4d232de9832ea1fb93a599a0e06a28be5846986c8b
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.