skills.rest
caw111
caw111COMMUNITY
Explore all skills by this author →
GitHub

interview-cheatsheet

Generate Chinese interview-prep cheat sheets for ML/LLM topics with formulas and practice questions.

Updated Jul 6, 2026
Search Tags:#interview prep#Chinese language#ML cheat sheet#LLM cheat sheet#ML interview questions
One-click install
npx skills add https://github.com/caw111/2026-SoftwareCup --skill interview-cheatsheet-caw111
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: interview-cheatsheet
Source: https://github.com/caw111/2026-SoftwareCup/tree/main/.agents/skills/interview-cheatsheet
Command: npx skills add https://github.com/caw111/2026-SoftwareCup --skill interview-cheatsheet-caw111

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

The interview-cheatsheet Skill solves the problem of creating detailed Chinese interview preparation materials for machine learning and language learning topics, providing users with formulas, code examples, and practice questions.

Core Features & Use Cases

  • Generate Interview Cheat Sheets: Automatically generate long-form cheat sheets covering formulas, derivations, code examples, and practice questions for specific machine learning or language learning topics.
  • Customization Options: Users can specify the level of detail (balanced or max effort), author byline, and whether to commit changes.
  • Use Case: A user can generate a cheat sheet on "RLHF / DPO / PPO" for interview preparation, including formulas, code examples, and 25 high-frequency interview questions.

Quick Start

Generate an interview cheat sheet on "RLHF / DPO / PPO" with a balanced effort and byline "John Doe, University of ABC".

Frequently Asked Questions about interview-cheatsheet

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate a Chinese interview cheat sheet for ML topics?▼

You can generate a Chinese ML interview cheat sheet by specifying a topic, effort level, byline, and commit flag to automatically produce formulas, derivations, code examples, and practice questions.

What is included in an ML and LLM interview preparation cheat sheet?▼

An ML and LLM interview preparation cheat sheet includes formulas, mathematical derivations, code examples, and up to 25 high-frequency practice questions tailored to your specified topic.

Can I customize the level of detail for my LLM interview questions?▼

Yes, you can customize the level of detail for LLM interview questions by selecting either a balanced or max effort level when generating your Chinese cheat sheet.

What machine learning topics can I use for interview prep?▼

You can use any machine learning or language learning topic for interview prep, such as generating a cheat sheet covering RLHF, DPO, and PPO algorithms.

Does the generated interview cheat sheet support code examples and formulas?▼

Yes, the generated interview cheat sheet supports code examples and formulas, providing mathematical derivations and practical code snippets alongside practice questions.

Related Skills

Explore More Education & Research Skills→
duypham2801duypham2801

interview-cheatsheet

Generate Chinese ML/LLM interview cheat sheets with formulas, PyTorch code, and 25 questions.

Community
Intermediate
Mang30Mang30

interview-cheatsheet

Generate Chinese ML/LLM interview cheat sheets with derivations, PyTorch code, and questions.

Community
Advanced
ZegocoverZegocover
1

zego-write-skill

Create Claude Code skill files through interview, TDD, and validation.

Official
Advanced
goupup-aigoupup-ai
2

interview-cheatsheet

Generate Chinese ML/LLM interview cheat sheets with formulas, PyTorch code, and tiered questions.

Community
Advanced