Generates TypeScript type definitions for SDK from Rust tool schemas, ensuring type safety between server and client

Generate Zustand async action with loading/error states and toast notifications. Use when adding new API calls to the health store.

Generate interview-ready stories using HPARL format (Hook, Principles, Action, Results, Learnings). Transforms achievements into compelling narratives for behavioral interviews.

Generate tags for a blog post.

'Generate a single worker task prompt using the existing CLEAR + selective CoVe task design standard and the task structure requirements used by swarm-task-planner. Use when you need to create or rewrite one TASK/ file or one task block for a plan.'

Use when new translation keys are added to packages to generate new translations strings

Generate SQL validation notebooks for dbt changes. Pass a GitHub PR URL or local dbt repo path.

Generate vanilla Minecraft source code.

Python moviepy를 활용한 숏폼 영상 자동 생성. 스크립트를 기반으로 자막, 이미지, BGM이 포함된 영상을 생성합니다.

Generate C4 architecture diagrams from subsystem catalogs - codifies abstraction strategies, notation conventions, and selection criteria

generating-ceo-briefing

Automatically analyze git commit history and generate comprehensive changelogs following industry-standard formats.

MANDATORY skill for ALL commits. Must be used EVERY TIME before creating any git commit. No exceptions.

Generate Conventional Commits messages and commit changes.

Generate production-ready React components using shadcn/ui, 21st.dev, and Tailwind CSS. Use when user asks for UI components, buttons, forms, cards, hero sections, or mentions design inspiration.

Generate comprehensive technical documentation including API docs (OpenAPI/Swagger), code documentation (TypeDoc/Sphinx), documentation sites (Docusaurus/MkDocs), Architecture Decision Records (ADRs), and diagrams (Mermaid/PlantUML). Use when documenting APIs, libraries, systems architecture, or building developer-facing documentation sites.

Generate consistent AI-powered item images for Mystica using Gemini with style reference images.

Generates and displays OVN-Kubernetes network topology diagrams showing logical switches, routers, ports with IP/MAC addresses in Mermaid format

Generates git patch files from codebase modifications for local application. Use when user mentions patch, diff, export changes, bring changes back, apply locally, or after editing uploaded codebases.

Generates or updates RBS-inline type annotations directly in Ruby source files as comments. Triggers when creating, updating, or maintaining inline type signatures for Ruby source files.

Generates or updates RBS type signatures in separate .rbs files. Triggers when creating, updating, or maintaining type signatures for Ruby source files.

Generate comprehensive README files for projects. Use when the user asks to create, generate, or write a README, readme file, or project documentation.

Generates, explains, and plans shell commands, bash scripts, unix pipelines, awk/sed/grep expressions. Use when user requests shell commands, bash scripts, terminal commands, unix pipes, scripting help, or command syntax assistance. Do not use for web research or document analysis.

Generates or updates Sorbet inline type signatures directly in Ruby source files using sig blocks. Triggers when creating, updating, or maintaining inline type signatures for Ruby source files.

Converts approved design documents into agent-executable XML subtasks. Use after a design doc is approved and ready for implementation.

Generates comprehensive API documentation for Swift package dependencies in Xcode projects.

Generates answers by synthesizing information from retrieved documents with citations. Use as final RAG pipeline step, when creating answers from multiple sources, or when the user mentions answer generation or synthesis.

Creating algorithmic, generative art using p5.js with seeded randomness and interactive parameter exploration.

Creates algorithmic music composition systems using procedural generation, Markov chains, L-systems, and neural approaches for ambient, adaptive, and experimental music.

Generative UI implementation patterns for AI SDK RSC including server-side streaming components, dynamic UI generation, and client-server coordination. Use when implementing generative UI, building AI SDK RSC, creating streaming components, or when user mentions generative UI, React Server Components, dynamic UI, AI-generated interfaces, or server-side streaming.

> 太初有道，道生代码

Meta-skill for creating genre-analysis-based writing skills. Analyzes a corpus of article sections, discovers clusters, and generates complete skills with phases, cluster guides, and techniques.

Optimize content for AI search engines (ChatGPT, Perplexity, Claude, Gemini) and featured snippets. Covers Generative Engine Optimization (GEO), Answer Engine Optimization (AEO), E-E-A-T signals, and content structuring for maximum AI citation probability. Use when optimizing content for AI visibility or auditing AI search readiness.

Optimizes content for Generative Engine Optimization (GEO) to increase chances of being cited by AI systems like ChatGPT, Claude, Perplexity, and Google AI Overviews. Makes content AI-friendly while maintaining SEO value.

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Create GitHub issues and PRs following contribution guidelines. Activate when user says 'contribute this', 'submit pr', 'open issue and pr', or wants to submit changes to upstream.

Standardized GitHub issue templates for bugs, features, and tasks. Provides title formats, body structure, and required sections. Use when creating issues to ensure consistency. Includes copy-paste templates in templates/ directory.

Write GitHub Issues/PRs and manage milestones for this repo. Use for issue/PR content conventions and gh CLI workflow (including milestones).

>

Produce first drafts that match a writer's authentic voice using their Voice DNA Document. Consumes DNA documents from writing-dna-discovery skill. Generates 2 meaningfully different drafts with headlines, confidence assessment, decision notes, and DNA refinement suggestions. Collaborative partner that evaluates, pushes back, and advocates for quality. Handles blog posts, essays, newsletters, and more.

Generate search queries for finding reaction GIFs and memes for YouTube video retention. Use when adding humor, pattern interrupts, or emotional beats to video content. Creates optimized search queries for Giphy and Tenor.

Develop HTTP APIs, middleware, error codes, and i18n strings using the ginx framework conventions. Use when creating or modifying APIs in apis/, defining error codes, adding i18n strings, or when the user asks to follow project conventions for HTTP endpoints, routes, middleware, or error handling.

Giotto Suite 空间转录组学分析工具包 - 100%覆盖718个文件（37个教程+285个核心API+4个数据文档+344个扩展函数+49个工具函数）

Manage GitHub gists - create, edit, list, and share code snippets using gh CLI

Generate comprehensive, detailed git commit messages following best practices with problem explanations for fixes and complete change lists for features. Use when committing changes, writing commit messages, or when user mentions git commit, staging changes, or version control.

Generate changelog from git commits and manage versions.

满足以下任一条件时，应使用本 Skill：

Assists with careful Git commits in any repository. Activates when committing changes, checking .gitignore, or generating commit messages. Ensures proper file exclusion (credentials, MCP configs, personal settings), identifies untracked files, and generates Conventional Commits messages with Japanese explanations.