DevOps

Implement comprehensive input validation on both client and server sides with clear error messages, type checking, and sanitization to prevent security vulnerabilities. Use this skill when validating user input, implementing form validation, checking data types and formats, sanitizing input to prevent injection attacks (SQL, XSS, command injection), validating business rules, providing field-specific error messages, implementing server-side validation for all entry points (API endpoints, web forms, background jobs), using client-side validation for immediate user feedback, applying allowlists over blocklists, validating ranges and required fields, or ensuring consistent validation across the application. Apply this skill when handling any user input, building forms, creating API endpoints, or reviewing code for security and data integrity.

Use when starting work on an unfamiliar project or needing to understand a codebase - performs comprehensive analysis discovering architecture, patterns, dependencies, testing coverage, and improvement opportunities. Do NOT use on projects you already know well or for targeted questions about specific files - use direct exploration instead for focused queries.

Write focused, strategic tests for core user flows with behavior-based testing, clear naming, and proper mocking of external dependencies. Use this skill when writing unit tests, integration tests, or end-to-end tests. When working on files in tests/, __tests__/, spec/, or *.test.ts, *.spec.ts files. When deciding what to test during feature development. When naming test cases descriptively. When mocking databases, APIs, or external services. When focusing on testing behavior rather than implementation details.

Oracle DBA and DevOps expertise for Autonomous Database (ADB) on OCI. This skill should be used when managing Oracle Autonomous Databases, writing optimized SQL/PLSQL, configuring security (TDE, Database Vault, Data Safe), implementing HA/DR (Data Guard, PITR), using OCI CLI for database operations, or integrating with Oracle MCP servers for AI-assisted database management. Covers Oracle Database versions 19c, 21c, 23ai, and 26ai.

Vercel 배포, Preview/Production 환경 관리, Edge Functions, 환경 변수 설정, CI/CD 파이프라인 통합 전문 스킬.

Reviews Dockerfiles for best practices, security issues, and image size optimizations including multi-stage builds and layer caching. Use when working with Docker, containers, or deployment.

Expert DevOps architecture including CI/CD, infrastructure as code, containerization, and observability

Scrape and build queries to an official public health endpoints under a .gov domain.\

Perform reflection after completing work to capture learnings in KB.Ensures knowledge is preserved for future sessions.WHEN TO USE:- After completing a ticket (before archiving)- After completing a phase- Before session ends (user says "wrapping up", "stopping for now")- When user says "reflect", "capture learnings", "what did we learn"CAPTURES:- Patterns: problems solved (resolved) OR issues found (open)- Decisions: architectural/design choices made- Code flows: new understanding of codebase- Procedures: repetitive tasks worth documenting- Learnings: in ticket's 5-final.md

Author specifications (TaskSpec for small-medium tasks, WorkstreamSpec for complex single-workstream tasks, or coordinate MasterSpec creation for multi-workstream efforts). Use after PM requirements gathering or when refining existing specs.

Cria um novo step para o bootstrap macOS. Use quando o usuário pedir para adicionar uma nova configuração ou instalação ao bootstrap.

Specialized image enhancement for real estate photography. Provides expert guidance on exposure correction, perspective fixes, HDR blending, sky replacement, and professional presentation optimization.

Processamento inteligente de cards financeiros com cache, dependências e otimização automática. Use quando precisar buscar, calcular ou analisar métricas financeiras (runway, burn rate, cashflow, etc).

Use to regression test the full OODA loop. Validates phase transitions,artifact handoffs, and resumption. Maintainer tooling - invoke explicitlywith "use loop-test to verify the system".

This skill should be used when determining when and how to interrupt autonomous work to consult the user. Use when encountering ambiguity, conflicts, or decisions requiring user input.

Android development assistant for Kotlin, Jetpack Compose, and modern Android apps. Supports project initialization, MVVM/MVI architecture setup, CI/CD configuration, and feature implementation. Activated when users mention "Android", "Kotlin", "Jetpack Compose", or need Android app development help.

MVVM pattern, Clean Architecture, Repository pattern, dependency injection, SOLID principles. Use when designing app architecture.

Target frontend architecture for Lingx. FSD 2.1 approach with custom hooks, component patterns, and data fetching. Use when implementing frontend features, reviewing code, or making architectural decisions.

Decomposes requirements into executable tasks and coordinates domain orchestrators (frontend, backend, data, test, devops). Use when receiving PRDs, user requirements, or feature requests that span multiple domains. Acts as CEO of the AI development system.

Advise on technology choices for new full-stack projects using the user's preferred stack (FastAPI + React + PostgreSQL). Use when starting a new project, discussing architecture decisions, choosing frameworks, scaffolding an application, or when the user asks what stack to use.