idiotleolyj/daliu-awesome-skills · plugins/ten-step-learning/skills/ten-step-learning/SKILL.md

ten-step-learning skillA

ten-step-learning is agent-read markdown (skill) from idiotleolyj/daliu-awesome-skills: 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 真实联网(第1步多视角取证、第5步真实.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add idiotleolyj/daliu-awesome-skills/ten-step-learning@git:20260721.41c3ca0
Exact content
mdr add idiotleolyj/daliu-awesome-skills/ten-step-learning@sha256:6c2b7c6490596e14

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_xjqrfdznxle2enev.svg)](https://markdownregistry.com/a/art_xjqrfdznxle2enev)

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Versions

versioncommittedcommitsizeaudit
git:20260721.41c3ca0 latest2026-07-21 41c3ca0 11,032 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (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

GitHub

idiotleolyj/daliu-awesome-skills · 132 stars · license none · pushed 2026-09-09 · 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

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.