ClaudSkills / Science & Research / research-methods

Interview Cheatsheet

Q: What is a Claude Code skill and how does the Interview Cheatsheet skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Interview Cheatsheet is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Science & Research · Sub-category: research-methods · Last updated: 2026-05-22

type:review

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). Cross-model codex review checks math, code, historical citations, and style discipline; then /render-html produces a single-file HTML with academic-newspaper template. Output: docs/tutorials/<slug>_tutorial.{md,html,review.json}. 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.

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Interview Cheatsheet includes explicit scope boundaries (an explicit 'when not to use' or 'out of scope' section); 7 code blocks for direct copy-paste. At roughly 1,828 words the SKILL.md is on the longer end of the catalog distribution.

License: MIT
Original author: wanshuiyin
Indexed lastmod: 2026-05-22
Catalog position: Science & Research · research-methods
Indexed related skills: 10

How Interview Cheatsheet fits the catalog

Interview Cheatsheet sits in the Science & Research category under the research-methods sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

Generate one comprehensive Chinese cheat sheet per invocation: formulas + derivations + from-scratch code + 25 高频题. Output passes cross-model math/code review before rendering. Detect-only by default: never auto-commits.

What this skill does

Interview Cheatsheet is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/interview-cheatsheet/ and loads when your prompt matches the skill's trigger.

When to invoke it: 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.

Who uses this skill

The Interview Cheatsheet Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 153,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/interview-cheatsheet
curl -L https://claudskills.com/skills/interview-cheatsheet/SKILL.md \
  -o ~/.claude/skills/interview-cheatsheet/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/interview-cheatsheet/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/interview-cheatsheet/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\interview-cheatsheet\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Interview Cheatsheet Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/interview-cheatsheet/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Interview Cheatsheet skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Interview Cheatsheet skill?

Use Interview Cheatsheet when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Interview Cheatsheet" or describe the task and let Claude pick). Browse related skills at /category/science/.

What is a Claude Code skill and how does the Interview Cheatsheet skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Interview Cheatsheet is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep/blob/b32635ee47cdd91c8c8bc1e2411fd5c96340ef3a/skills/interview-cheatsheet/SKILL.md
License: MIT
Author: wanshuiyin

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

wanshuiyin. (2026). Interview Cheatsheet [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/interview-cheatsheet/

BibTeX

@misc{interview-cheatsheet-2026,
  author    = {wanshuiyin},
  title     = {Interview Cheatsheet [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/interview-cheatsheet/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

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Security scan

Grade A · scanned 2026-07-18 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/interview-cheatsheet/#security)

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Browse all Science & Research skills → Top 100 skills

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