Development

Autonomous multi-agent code evolution system for optimization problems. Use when solving complex optimization problems (packing, geometry, scheduling, search) through evolutionary approaches with multiple independent AI agents. Multi-start hybrid heuristic+SLSQP methods significantly outperform single approaches. Triggers include genetic algorithms, evolutionary optimization, multi-agent problem solving, parameter tuning at scale, AlphaEvolve-style research, or evolving code solutions across generations.

Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments (Atlas/self-managed/Kubernetes), implementing security, or integrating with applications through 15+ official drivers. (project)

Skill especializada em SEO (Search Engine Optimization), AEO (Answer Engine Optimization), GEO (Generative Engine Optimization) e AI Optimization Files (llms.txt, ai.txt, TDMRep). Use esta skill quando o usuário precisar de orientações sobre otimização para mecanismos de busca tradicionais, motores de resposta AI (ChatGPT, Perplexity, Claude), mecanismos generativos, ou implementação de arquivos de otimização para IA. Inclui estratégias técnicas de SEO, Core Web Vitals, E-E-A-T, schema markup, voice search, video SEO, link building, llms.txt, ai.txt, TDM Reservation Protocol e todas as melhores práticas atualizadas para 2025.

Teach Cache Components model with 'use cache' directive in Next.js 16. Use when implementing caching, optimizing performance, working with dynamic data, or migrating from Next.js 15 caching patterns.

Design React components following Tetris architecture guidelines. Use when creating new components, refactoring components, optimizing performance, or improving component structure. Auto-triggers on phrases like "create a component", "refactor this component", "optimize rendering", or "improve component design". Emphasizes component consolidation, unified patterns, and efficient hook usage.

This skill should be used when working with SLICOT (Subroutine Library In Control Theory) routines, translating Fortran 77 to C, parsing SLICOT HTML documentation, creating test cases from SLICOT examples, understanding SLICOT data formats, or planning translation priorities using dependency analysis tools.

Refine ideas into detailed designs through Socratic dialogue.Use when: user has rough idea, needs to clarify requirements, explore approaches.Triggers: "brainstorm", "discuss idea", "I'm thinking about", "what if","help me think through", "explore options", "/brainstorm".

Personal GTD-based productivity system called LOPS for managing tasks, projects, and priorities in Linear with AI assistance. Use when triaging inbox items, prioritizing work, running weekly reviews, capturing tasks, clarifying next actions, or when the user mentions GTD, productivity, task management, or organizing their work.

Production-ready authentication system for Next.js 15 + Supabase. Use when setting up auth, login, signup, OAuth, Google login, password reset, or user authentication.

Expert React video scene component creator for educational content. Builds production-grade, visually distinctive components using framer-motion animations, pixel-precise positioning, and optimized performance patterns. Follows strict component format with React.memo, threshold-based state updates, and module-level definitions. Outputs self-contained TSX components with proper timing sync, 60fps performance, and comprehensive reference-based implementation.

Build well-structured React components using variant patterns, pure components, and container patterns. Provides patterns for component organization, type safety, and separation of concerns.Use when: building components with multiple display modes, organizing component hierarchies, implementing container/presentational patterns, reducing component proliferation while maintaining clear APIs.

Tailwind CSS configuration template and validation logic for tailwind.config.js with src/index.css directives. Includes 5 required standards (required content paths for scanning, must extend default theme not replace, required plugins array, must be named tailwind.config.js, required dependencies). Ensures proper PostCSS integration and Tailwind directive setup. Use when creating or auditing tailwind.config.js files for consistent Tailwind CSS setup.

This skill should be used when the user asks to "triage issue", "classify ticket", "route jira", "analyze priority", "categorize issue", "determine complexity", "route to agents", or needs guidance on classifying, prioritizing, and routing Jira issues to appropriate agents and workflows.

Aplica padrões de excelência em testes com NestJS e Jest seguindo Clean Architecture, DDD e boas práticas de testabilidade. Use quando criar ou refatorar testes unitários, de integração ou E2E em projetos NestJS.

Comprehensive web research via Parallel Search API. Use when user requests parallel search for deep multi-source research, technical analysis, learning new topics, current events, or comparative studies. Returns LLM-ready ranked URLs with extended excerpts (up to 30K chars). Single API call handles multiple query angles with automatic deduplication.

Figma 디자인을 분석하여 프로젝트 규칙에 맞는 React 컴포넌트를 자동 생성합니다. Figma URL을 받아서 TDD 방식으로 컴포넌트, 스타일, 테스트, Storybook을 생성합니다.

CLI testing strategies and patterns for Node.js (Jest) and Python (pytest, Click.testing.CliRunner). Use when writing tests for CLI tools, testing command execution, validating exit codes, testing output, implementing CLI test suites, or when user mentions CLI testing, Jest CLI tests, pytest CLI, Click.testing.CliRunner, command testing, or exit code validation.

Multi-agent coordination CLI for codebases. Use when orchestrating parallel agents, claiming tasks, detecting symbol conflicts, or notifying stakeholders of breaking changes. Invoke when user mentions coordination, parallel agents, multiple agents, task claiming, or conflict detection.

Add a new Docker Compose service with automatic DNS configuration (OVH) and SSL certificates. Use when adding new web services to the homelab infrastructure.

Testing patterns for litefs-py and litefs-django. Use when writing tests, setting up fixtures, understanding test organization, or configuring pytest marks. Triggers: test, pytest, unit test, integration test, property-based testing, hypothesis, fixtures, in-memory adapters.