wanshuiyin/auto-claude-code-research-in-sleep · skills/interview-cheatsheet/SKILL.md

interview-cheatsheet skillA

interview-cheatsheet is agent-read markdown (skill) from wanshuiyin/auto-claude-code-research-in-sleep: Generate a long-form Chinese interview-prep cheat sheet on a specific ML/LLM topic — formulas with derivations, from-scratch PyTorch code, comparison tables, and 25 高频面试题 (L1 必会 / L2 进阶 / L3 顶级 lab). Use when the user says '写面试 cheat sheet', '写一份 X 教程', '帮我准备 Y 面试题', '出一份 X 速查', or wants a 600-1000 line Chinese tutorial on a specific ML topic..

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 wanshuiyin/auto-claude-code-research-in-sleep/interview-cheatsheet@git:20260906.0472e53
Exact content
mdr add wanshuiyin/auto-claude-code-research-in-sleep/interview-cheatsheet@sha256:37291536f9a4f70d

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_bk6ds4l7coj3gcuq.svg)](https://markdownregistry.com/a/art_bk6ds4l7coj3gcuq)

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Versions

versioncommittedcommitsizeaudit
git:20260906.0472e53 latest2026-09-06 0472e53 13,568 BA view · diff
git:20260713.71c9f392026-07-13 71c9f39 13,568 BA view · diff
git:20260713.45d31c22026-07-13 45d31c2 13,568 BA view · diff
git:20260710.61427152026-07-10 6142715 13,566 BA view · diff
git:20260702.5d6e40a2026-07-02 5d6e40a 13,546 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 (13568 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

wanshuiyin/auto-claude-code-research-in-sleep · 15,840 stars · license MIT · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bk6ds4l7coj3gcuq
GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/interview-cheatsheet
GET https://markdownregistry.com/api/v1/blob/37291536f9a4f70d6463df129e875eb0eb32102db6e2cfa92d3e22494f944ca2