Quick single email analysis - read metadata, content summary, and list attachments without extracting them.

Analyze a GitHub issue and create detailed analysis in workflows/

LLM-based architectural analysis that transforms raw project data into meaningful structure

android-conventions

Complete end-to-end Android Play Store deployment pipeline setup in one command

Create feature graphic and complete store listing metadata

Design Angular modules using feature modules, lazy loading, and dependency injection. Use when organizing large Angular applications with proper separation of concerns.

Angular Router for navigation, routing configuration, route guards, lazy loading, and parameter handling. Use when setting up routes, implementing navigation guards, lazy loading modules, handling route parameters, or implementing breadcrumbs and nested routes in Angular applications.

anthropologist-analyst

Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-source alternatives. Critical focus on sandboxing, security, and handling the unique challenges of vision-based control. Use when: computer use, desktop automation agent, screen control AI, vision-based agent, GUI automation.

Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, building agents, or setting up LLM observability.

Create Mermaid diagrams for flowcharts, sequences, ERDs, and

Build comprehensive ML pipelines, experiment tracking, and model

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

shopify-development

Complete guide for Apache Airflow orchestration including DAGs, operators, sensors, XComs, task dependencies, dynamic workflows, and production deployment

Complete guide for Apache Spark data processing including RDDs, DataFrames, Spark SQL, streaming, MLlib, and production deployment

Apache HTTP Server 配置

REST, GraphQL, and hybrid API architecture patterns for building scalable and maintainable APIs

EntityController<T>, custom routes, payload transformers, auth policies

HTTP client patterns, API integration, request/response handling, error handling, retry logic, axios usage. Use when building API clients, integrating external services, handling API errors, or making HTTP requests.

Validates type contracts between TypeScript interfaces and Pydantic models. Detects field mismatches and type inconsistencies. Related: frontend-backend-mapper for endpoint discovery.

Designs RESTful and GraphQL APIs with clear contracts and documentation

Design REST/GraphQL APIs with versioning and deprecation strategy.

RESTful and GraphQL API design expert covering best practices, security, and scalability

Expert-level API design principles, REST, GraphQL, versioning, and API best practices

Use when designing APIs, choosing between REST/GraphQL/gRPC, or understanding API design best practices. Covers protocol selection, resource modeling, and API patterns.

Configure rate limits, auth, transforms, caching, and load balancing.

Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities

Response wrapping, pagination, and error standardization.

Build and deploy Apify actors for web scraping and automation. Use for serverless scraping, data extraction, browser automation, and API integrations with Python.

Apify JS SDK Documentation - Web scraping, crawling, and Actor development

Social media scraping, business data, e-commerce via Apify actors. USE WHEN Twitter, Instagram, LinkedIn, TikTok, YouTube, Facebook, Google Maps, Amazon scraping.

Android APK unpacking and resource extraction tool for reverse engineering. Use when you need to decode APK files, extract resources, examine AndroidManifest.xml, analyze smali code, or repackage modified APKs.

Use when implementing Apollo Client patterns for queries, mutations, cache management, and local state in React applications.

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Expert guidance for working with the AppConfig runtime configuration system in squareone. Use this skill when implementing configuration loading, working with YAML config files, setting up new pages that need configuration, troubleshooting config hydration issues, or migrating from next/config patterns. Covers server-side loadAppConfig(), client-side useAppConfig(), MDX content loading, Sentry configuration injection, and Kubernetes ConfigMap patterns.

Create Apple-inspired modern, minimalist UI designs with glassmorphism, smooth animations, generous whitespace, and elegant typography. Use when designing portfolio websites, landing pages, hero sections, product showcases, or implementing Apple-style components, dark mode, or responsive layouts.

UseCase 설계, Transaction 경계 관리, CQRS 적용. @Transactional 내 외부 API 호출 금지. /kb-application 명령 시 자동 활성화.

apptainer

aptos-society

Integrate with AQWA hydrodynamic software for RAO computation, damping

**ARCH VISUALIZER v1.0** - '아키텍처', '구조', '시각화', '다이어그램', '문서화', 'codebase_graph.md', '프로젝트 구조' 요청 시 자동 발동. codebase-graph 기반 자동 아키텍처 문서/다이어그램 생성. Mermaid/PlantUML/ASCII 다이어그램, 자동 갱신 지원.

Design cloud network architectures with VPC patterns, subnet strategies, zero trust principles, and hybrid connectivity. Use when planning VPC topology, implementing multi-cloud networking, or establishing secure network segmentation for cloud workloads.

Master protocol for deconstructing agent frameworks to inform derivative system architecture. Use when (1) analyzing an agent framework's codebase comprehensively, (2) comparing multiple frameworks to select best practices, (3) designing a new agent system based on prior art, (4) documenting architectural decisions with evidence, or (5) conducting technical due diligence on AI agent implementations. This skill orchestrates sub-skills for data substrate, execution engine, cognitive architecture, and synthesis phases.

Create professional architecture diagrams using D2, Draw.io, Mermaid, and OCI official icons for enterprise-grade visualizations