research
Comprehensive research grounded in web data with explicit citations. Use when you need multi-source synthesis—comparisons, current events, market analysis, detailed reports.
servel
Self-hosted deployment platform specialist. Use when deploying applications, managing infrastructure, or working with Docker Swarm deployments. Enforces dogfooding policy - ALWAYS use servel commands instead of direct Docker operations. Triggers for deploy, infrastructure, postgres, redis, supabase, backup, restore, logs, exec, shell, container, docker, secrets, SSL, domains, dev mode, CI/CD, alerts, traefik, routing, server management, capacity, rebalance, registry, node management, access control, volumes, audit, bastion, tunnel, or port-forward.
spotify
Control Spotify on macOS. Use for playing music, controlling playback, and getting track information.
apple-mail
Interact with Apple Mail on macOS. Use for reading, sending, searching, and managing emails.
tonejs
Web Audio framework for creating interactive music in browsers. Use when building audio applications, synthesizers, musical instruments, effects processors, audio visualizations, DAWs, step sequencers, or any browser-based sound generation. Handles synthesis, scheduling, sample playback, effects, and audio routing.
interactive-intro-writer
Interactive deep learning paper Introduction writing assistant. Helps users discover scientific narrative, innovation points, and contributions through multi-turn dialogue. Supports writing from scratch or polishing existing LaTeX files. Follows standard Introduction structure: Background → Problem → Existing Work → Limitations → Overall Approach → Method Overview → Three Contributions.
latex-figure-table-layout
Professional LaTeX figure and table positioning. Handle float placement, subfigure/subtable layouts, side-by-side arrangements, and cross-column figures. Does NOT adjust sizes, widths, or scaling.
Feature-Based-Layered-Architecture
Feature-Based Layered Architecture for Next.js (App Router) with Supabase. Use when creating API routes, services, repositories, or components with TypeScript. Covers Handler/Service/Repository/Adapter layers, Zod validation, and feature module structure.
clerk-auth-expert
Expert in Clerk authentication for React Native/Expo apps. Handles user authentication, session management, protected routes, and integration with backend services.
ray
Expert in Apache Ray distributed computing. Use when converting Python code to Ray workloads, debugging Ray applications, optimizing Ray performance, or working with Ray Core, Ray Data, Ray Train, Ray Serve, or Ray Tune. Automatically fetches relevant documentation from Ray, HuggingFace, PyTorch, and other ML/distributed frameworks based on code context.
prompt-distiller
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creative-insights-api
Calls the Motion creative insights api
python-type-hints-guide
Comprehensive reference guide for Python type hints, static type checking with mypy, modern type annotation patterns (PEP 484, 585, 604, 612, 613), and type hint best practices for Python 3.9+. Use during code reviews to ensure proper type annotation usage, evaluate mypy configuration, and identify type hint anti-patterns.
sdlc-repository-templates
Templates, standards, and structure requirements for generating SDLC approach learning repositories. Use when creating new methodology learning repositories, artifact documentation, or validating repository structure.
spring-framework-patterns
Comprehensive Spring Framework and Spring Boot best practices including dependency injection patterns, bean lifecycle and scopes, REST API development, Spring Data JPA, service layer design, Spring Security, testing strategies, caching, AOP, async processing, error handling, and common anti-patterns. Essential reference for code reviews and Spring Boot application development.
python-testing-standards
Comprehensive Python testing best practices, pytest conventions, test structure patterns (AAA, Given-When-Then), fixture usage, mocking strategies, code coverage standards, and common anti-patterns. Essential reference for code reviews, test writing, and ensuring high-quality Python test suites with pytest, unittest.mock, and pytest-cov.
python-async-patterns
Comprehensive guide to Python async/await patterns, best practices, and anti-patterns. Covers asyncio fundamentals, coroutines, async context managers, task management, common libraries (aiohttp, aiofiles, asyncpg), framework integration (FastAPI, Django), performance considerations, and proper exception handling. Use when reviewing or writing asynchronous Python code.
agent-skill-templates
Comprehensive templates, patterns, and best practices for creating Claude Code subagents and skills. Use when building new agents/skills or need reference examples for proper structure and formatting.
java-best-practices
Comprehensive Java development best practices covering SOLID principles, DRY, Clean Code, Java-specific patterns (Optional, immutability, streams, lambdas), exception handling, collections, concurrency, testing with JUnit 5 and Mockito, code organization, performance optimization, and common anti-patterns. Essential reference for uncle-duke-java agent during code reviews and architecture guidance.
django-conventions
Comprehensive Django best practices covering project structure, models (field choices, Meta options, managers, QuerySets, migrations), views (CBVs vs FBVs, generic views), Django REST Framework (serializers, ViewSets, permissions), forms, templates, security (CSRF, XSS, SQL injection), performance (N+1 queries, select_related, prefetch_related, caching), testing, and common anti-patterns. Essential reference for Django code reviews and development.
fastapi-patterns
Comprehensive FastAPI best practices, patterns, and conventions for building production-ready Python web APIs. Covers application structure, async patterns, Pydantic models, dependency injection, database integration, authentication, error handling, testing, OpenAPI documentation, performance optimization, and common anti-patterns. Essential reference for FastAPI code reviews and development.
ui-expert
Build, refine, or review web UI/UX with strong visual taste, interaction design, accessibility, and front-end implementation quality. Use whenever the user wants a page, component, layout, design system, dashboard, landing page, form, navigation, responsive behavior, styling pass, UX polish, accessibility improvement, motion pass, or asks to make a web interface look or feel better. Framework-independent: think in HTML, CSS, and JavaScript primitives first, then adapt to the stack at hand.
grill-me
Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".
commit
Use when asked to create a git commit, split changes into commits, or write a commit message. Prefer small commits that are easy to review. Follow this repo's commit message pattern when clear from recent history or touched-path history; otherwise default to conventional commits. Never commit gitignored, ephemeral, generated, local-only, or secret files.
librarian
Use for code research that needs dependency internals, upstream implementation examples, or external prior art. Always delegate to a subagent that investigates with opensrc and web search, then return only distilled findings, versions, paths, and links.
fakturoid
Czech invoicing API integration for Fakturoid. Use when the user needs to create, manage, or retrieve invoices, contacts/subjects, or expenses from Fakturoid. Supports OAuth 2.0 authentication, invoice creation with Czech tax compliance (IČO, DIČ, VAT), PDF downloads, payment tracking, expense management, inventory, recurring invoices, webhooks, and invoice templates (generators). Triggers on mentions of Fakturoid, Czech invoicing, IČO/DIČ, or invoice management tasks.
agency-digest-setup
Get daily A/B test updates in Slack for multiple brands. Use when you want morning summaries of all your Intelligems tests, need to monitor tests across multiple stores or clients, or want automated Slack notifications with key metrics like revenue per visitor, profit per visitor, and conversion rates. Perfect for agencies managing multiple brands.
intelligems-segment-analysis
Analyze which audience segments each active Intelligems experiment is winning in. Shows device type, visitor type, and traffic source breakdowns with confidence levels. Use when you want to see segment-level performance of A/B tests.
test-health-check-setup
Get alerts in Slack when your A/B tests need attention. Use when you want daily health checks for your Intelligems tests, need to know when conversion drops or traffic is low, or want to monitor statistical significance progress. Sends one message per test with clear status indicators. Great for single-brand monitoring.
component-library
Build production-grade, accessible, and tested component libraries with Storybook, Chromatic, and design tokens
redux-state-management
Master Redux Toolkit for production state management including slices, async thunks, RTK Query, and error handling
react-testing-library
Write production-grade React tests with Testing Library, MSW, and comprehensive coverage patterns
next-js-framework
Build production-grade React apps with Next.js 14 App Router, Server Components, and Edge Runtime
react-router
Master React Router v6 for production routing with error boundaries, lazy loading, and navigation guards
react-performance
Master React performance optimization with memoization, code splitting, profiling, and Web Vitals monitoring
react-hooks-patterns
Master React Hooks including useState, useEffect, useContext, useReducer, and custom hooks with production-grade patterns
taiwan-traditional-chinese
Use when the user requests Chinese or Traditional Chinese output for responses, comments, docs, or localization, following Taiwan terminology (zh-Hant-TW/zh-TW/zh_TW).
jest-rtl-testing
Use when writing, reviewing, or debugging Jest + React Testing Library tests, before writing test code or when tests fail
douyin
Download Douyin (抖音) videos. Use when user wants to: (1) download Douyin videos, (2) get video info (title, author, stats). Supports short links (v.douyin.com) and full URLs.
use-web-skill
Discover and use browser-advertised skills exposed through HTML head tags like `<link rel="web-skill" href=".../SKILL.md" title="...">`. Use when Codex is browsing or automating a website with Browser MCP, Playwright, or other browser tooling and should check whether the page publishes a task-relevant skill before continuing with normal interaction.
github-scrum-flow
Unified expert for Project Management (Scrum/Agile) and GitHub Flow enforcement. Use this skill for track orchestration, backlog hygiene, GitHub Issue synchronization, branch management, and enforcing git best practices.
apple-container-skill
Interact with the Apple Container CLI to manage containers, images, volumes, networks, and system services on macOS. Use this skill when the user asks to run, build, or inspect containers or manage the container runtime.
devcontainer-helper
Use this skill when the user asks to create, configure, update, or explain a `devcontainer.json` file or development container environment.
ux-designer
Expert UX/UI design assistant based on the "Refactoring UI" philosophy (by Wathan & Schoger). Enforces logic-based design, strict hierarchy, and "buildable" visual systems. Use for converting requirements into professional, high-fidelity specs.
update-changelog
Update changelog files following Keep a Changelog conventions. Use for project changelogs or skill changelogs. Handles version sections, change type groupings, and skill-specific metadata updates.
quantify-impact
Extract quantifiable metrics and business outcomes from experience descriptions through structured conversation. Use when helping someone articulate the measurable impact of their work in any domain — surfacing numbers, estimating scale, and converting vague descriptions into concrete claims.
culinary-assistant
Culinary guidance for cooking, recipes, and meal planning. Use for kitchen techniques, substitutions, and format conversion (Mela, Schema.org). Handles recipe parsing and improvements.
file-naming
Analyze file content and propose intelligent renames using context-aware naming conventions. Date-prefixed for transactional/periodic documents, content-first for creative works. Use for organizing files, cleaning up downloads, or standardizing filenames.
visual-keywords
Generate keyword-rich strings for visual references to optimize for fuzzy search and recall. Focuses on searchability and keyword matching rather than prose or alt text.
react-useeffect
React useEffect best practices. Use when writing Effects, derived values, or data fetching. Teaches when NOT to use Effects and better alternatives like useMemo or key props.
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