ui-ux-design
UI, UX, 디자인, UI 디자인, UX 디자인, 사용자 경험 - Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications.
writing-plans
계획, 구현 계획, 플랜 작성, 작업 계획, 구현 플랜 - Use when you have a spec or requirements for a multi-step task, before touching code
sequential-thinking
순차적 사고, 분석, 문제 해결, 복잡한 문제, 단계별 분석 - Use when solving complex problems. Systematic thinking workflow using Sequential Thinking MCP for multi-step analysis, trade-off evaluation, and architectural decisions.
serena-exploration
코드 탐색, 코드 분석, 탐색, 코드 구조, 심볼 분석 - Use when exploring or analyzing code. Systematic code exploration workflow using Serena MCP tools for symbol navigation and reference tracking.
critical-thinking
Proactively challenge implementation plans, architecture decisions, and design assumptions. Use when reviewing plans, designs, or technical decisions. Verifies claims via web search, cross-references documentation, identifies risks and gaps, and surfaces hidden assumptions. Activates automatically when evaluating technical proposals.
microservices-architect
Design and architect microservices following Chris Richardson's Microservices Patterns. Use when designing services, APIs, data flows, or evaluating architecture decisions. Guides full workflow from feature intake to production-ready design with observability, async patterns, security, testing, and deployment strategies.
optima-service-planner
Plan and implement microservices for Optima platform. Use when building new services, features, or integrations. Generates phased implementation roadmaps following Optima patterns - Database Gateway, append-only contracts, RabbitMQ messaging, DigitalOcean deployment. Start with data model, then contracts, then services.
repo-docs
Generate comprehensive repository documentation following team standards. Use when creating README, CLAUDE.md, ARCHITECTURE.md, DESIGN_DECISIONS.md, or any project documentation. Includes Mermaid diagrams, status indicators, and AI context files.
creating-skills
Create high-quality Claude Code skills with proper structure, effective descriptions, and best practices. Use when creating a new skill, writing SKILL.md files, setting up skill directories, or asking how to make skills.
init
Initialize a new feature workflow with git worktree. Use when the user wants to start a new feature, create an isolated development branch, says "init worktree", or needs to set up a feature branch for compounder workflow.
ideate
Use when the user has an idea to brainstorm, wants to design a feature, needs help refining a concept, says "let's ideate", or describes a vague project needing structure. Guides structured brainstorming to produce a clear feature description ready for speckit.
execute
Use when the user wants to execute tasks autonomously, run compounder on a tasks.md file, start autonomous development, compound through a task list, or implement tasks iteratively. Guides autonomous task execution using compound loops.
mermaid
Create text-based diagrams using Mermaid syntax. Perfect for version-controlled diagrams that render in GitHub, documentation sites, and markdown files.
diagram
Generate publication-quality technical diagrams using Nano Banana Pro (Gemini 3 Pro Image) with AI-powered quality review. Smart iteration only regenerates when quality is below threshold.
image
Generate and edit images using AI models via OpenRouter. Supports Nano Banana Pro (Gemini 3 Pro Image), FLUX, and other image generation models.
article-extractor
Extract clean article content from URLs and save as markdown. Triggers when user provides a webpage URL and wants to download it, extract content, get a clean version without ads, capture an article for offline reading, save an article, grab content from a page, archive a webpage, clip an article, or read something later. Handles blog posts, news articles, tutorials, documentation pages, and similar web content. Supports Wayback Machine for dead links or paywalled content. This skill handles the entire workflow - do NOT use web_fetch or other tools first, just call the extraction script directly with the URL.
pandoc-converter
Convert documents between formats using Pandoc. Use when the user asks to convert files between formats like markdown, docx, html, pdf, latex, epub, rtf, csv, xlsx, or pptx. Triggers on requests like "convert this to Word", "export as PDF", "turn this markdown into HTML", or "convert the CSV to a table".
spawn
How to spawn subagents correctly. Use this reference when you need to delegate work to a specialized agent.
orchestrate
Main workflow orchestrator for complex tasks. Coordinates phase transitions, enforces checkpoints based on config, manages subagent delegation. Invoke for [COMPLEX] tasks.
next-type-design-analyzer
Analyze type design quality and invariants. Use when introducing new types, during PR creation with data models, or when refactoring type designs.
next-comment-analyzer
Analyze code comments for accuracy, completeness, and long-term maintainability. Use after adding documentation, before finalizing PRs with comment changes, or when reviewing existing comments for technical debt.
next-test-analyzer
Review test coverage quality and completeness. Use after creating a PR or adding new functionality to ensure tests adequately cover new code and edge cases.
next-code-reviewer
Review code for adherence to project guidelines, style guides, and best practices. Use after writing or modifying code, before committing changes or creating pull requests.
next-code-simplifier
Simplify code for clarity, consistency, and maintainability while preserving all functionality. Use after completing a coding task or after passing code review to polish the implementation.
next-silent-failure-hunter
Identify silent failures, inadequate error handling, and inappropriate fallback behavior. Use when reviewing code with error handling, catch blocks, or fallback logic.
writing-clearly-and-concisely
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text. Makes your writing clearer, stronger, and more professional.
test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
fetching-buildkite-failures
Use when CI fails on Buildkite and you need to diagnose and fix failures - fetches build results for current branch, extracts errors from logs, and helps fix them
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
executing-plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.
subagent-driven-development
Use when executing implementation plans with independent tasks in the current session
create-skill
Guide for authoring agent skills. Use when creating new skills, writing SKILL.md files, or improving existing skills.
dotnet-file-based-apps
Creates .NET file-based apps from single C# files. Use when building scripts, utilities, or small applications without project files.
gpu-media-processor
Process audio, video, and media on cloud GPUs. Transcribe with Whisper, clone voices, generate videos, upscale images, and run batch media processing. All results sync back to your Mac.
gpu-debugger
Debug failed GPU CLI runs. Analyze error messages, diagnose OOM errors, fix sync issues, troubleshoot connectivity, and resolve common problems. Turn cryptic errors into actionable fixes.
gpu-inference-server
Set up AI inference servers on cloud GPUs. Create private LLM APIs (vLLM, TGI), image generation endpoints, embedding services, and more. All with OpenAI-compatible interfaces that work with existing tools.
gpu-workflow-creator
Transform natural language requests into complete GPU CLI workflows. The ultimate skill for Mac users who want to run NVIDIA GPU workloads without configuration complexity. Describe what you want, get a working project.
gpu-ml-trainer
Specialized skill for ML training workflows on cloud GPUs. Fine-tune LLMs with LoRA/QLoRA, train image LoRAs, build classifiers, and run custom training jobs. Generates production-ready training pipelines with checkpointing, logging, and optimal GPU selection.
gpu-cost-optimizer
Analyze GPU workloads and recommend optimal configurations. Get cost estimates, compare GPU options, avoid over-provisioning, and find the cheapest GPU that meets your requirements.
context-summary
Use when context window is getting full. Creates a summary file and instructions for starting a new session.
skill-helper
Helper for creating new Copilot CLI skills
roc-zulip
Read messages from the Roc Zulip chat at roc.zulipchat.com
roc-compiler
Use the Zig-based Roc interpreter instead of the Rust-based compiler.
roc-syntax
Complete Roc language syntax reference. Contains all syntax rules inline - no external lookups needed.
calculator
Performs basic arithmetic calculations.
KOReader Plugin Development
This skill should be used when the user asks to "create a koreader plugin", "add a menu item", "create a widget", "save settings", "koreader ui", "lua widget", "koreader api", "dispatcher action", or is working on KOReader e-reader plugin development. Provides comprehensive guidance for KOReader's Lua plugin architecture.
docx
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks
xlsx
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, .tsv, etc) for: (1) Creating new spreadsheets with formulas and formatting, (2) Reading or analyzing data, (3) Modify existing spreadsheets while preserving formulas, (4) Data analysis and visualization in spreadsheets, or (5) Recalculating formulas
frontend-design
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
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