Use when working with Terraform or OpenTofu - creating modules, writing tests (native test framework, Terratest), setting up CI/CD pipelines, reviewing configurations, choosing between testing...

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Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). This skill should be used when conducting systematic...

Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements,...

透過問答引導選擇最適合的技術棧、設計風格和 Coding Style

Write or update backend feature documentation that follows a repo's DOCUMENTATION_GUIDELINES.md (or equivalent) across any project. Use when asked to create/update module docs, API contracts, or...

要件定義とシステム設計の専門家。抽象的な要求を具体的な仕様書(SPEC.md)と設計書(DESIGN.md)に変換し、Mermaid図を用いてシステム構造を可視化します。

Recommend the right agents and skills for any task. Covers both heavyweight agents (Task tool) and lightweight skills (Skill tool). Triggers on: which agent, which skill, what tool should I use,...

Chemistry subject expertise for study notes, problem-solving, and explanations. Covers organic, inorganic, physical, and analytical chemistry. Provides reaction mechanisms, molecular diagrams,...

Condense lengthy materials into digestible summaries. Creates bullet-point summaries, Cornell notes, and cheat sheets with key terms highlighted. Use when summarizing textbooks, lectures,...

Teaches how to interact with the Ray application. This skill should be used when users want to interact with Ray through a coding agent or LLM with skills capabilities.

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Technical documentation expert for creating clear, comprehensive documentation. Use when user asks to write docs, create README, or document code.

Use when searching for concepts, ideas, or similar content without exact keywords; when user asks "find similar to...", needs semantic discovery, research across perspectives, or explicitly mentions exa

Physics subject expertise for study notes, problem-solving, and explanations. Covers mechanics, electromagnetism, thermodynamics, waves, and modern physics. Provides diagrams, formulas, and...

Step-by-step problem solving with detailed explanations. Uses structured approach (Identify, Plan, Execute, Verify) for math, physics, chemistry, and CS problems. Can provide hints before...

Generate quizzes from study materials with multiple question types (MCQ, True/False, Fill-in-blank, Short answer, Matching). Supports difficulty levels and answer keys. Use when creating practice...

ELI5-style explanations with analogies and multiple examples. Explains concepts at different levels (ELI5, high school, undergraduate, graduate). Uses real-world analogies and visual metaphors....

CRITICAL: Use for error handling. Triggers: Result, Option, Error, ?, unwrap, expect, panic, anyhow, thiserror, when to panic vs return Result, custom error, error propagation, 错误处理, Result 用法, 什么时候用 panic

Create flashcards for spaced repetition learning, compatible with Anki import. Supports basic cards, cloze deletions, and mnemonic aids. Use when creating study flashcards, Anki decks, vocabulary...