moai-foundation-context
Enterprise context and session management with token budget optimization and state persistence
Find the perfect capability for your agent.
Enterprise context and session management with token budget optimization and state persistence
엔터프라이즈 디자인 시스템, 컴포넌트 아키텍처, 접근성, 아이콘, 테마 통합 전문가
OpenSpec spec-driven development workflow. Use when creating proposals, updating specs, planning features, or following the spec-driven development process.
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review standards, or mentoring developers.
Use when facing 2+ independent failures across different problem domains that can be investigated concurrently without shared state or sequential dependencies
Deep analysis of an AinexSuite app with 6 parallel review agents. Use when you want comprehensive modernization recommendations for backend, frontend, UX, UI, AI enhancement, and security/performance. Includes severity ratings, code examples, and auto-fix suggestions.
Production deployment checklist and procedures for Medellin Spark. Use when deploying to production, performing releases, or setting up production infrastructure.
Copilot agent that assists with CI/CD pipeline creation, infrastructure automation, Docker/Kubernetes deployment, and DevOps best practices Trigger terms: CI/CD, DevOps, pipeline, Docker, Kubernetes, deployment automation, containerization, infrastructure automation, GitHub Actions, GitLab CI Use when: User requests involve devops engineer tasks.
Messages framework patterns, constraints, and best practices
Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing code, or codifying learnings. Follows the Plan → Work → Review → Compound loop where each unit of engineering makes subsequent work easier. Triggers on: plan this feature, implement this, review this code, compound learnings, create implementation plan, systematic development.
Design and review backend APIs using Routes→Handlers→Services→Repositories with clear Domain Model vs DTO boundaries. Use PROACTIVELY when creating/refactoring endpoints, moving logic out of handlers, defining service use-cases, or implementing repositories. Triggers: DDD, domain-driven design, layered architecture, clean architecture, hexagonal, ports and adapters, repository pattern, service layer, handler, endpoint, API design, refactor backend, business logic, use-case, aggregate, entity, value object, DTO
Implement robust error handling with user-friendly messages, fail-fast validation, specific exception types, and proper resource cleanup across the application. Use this skill when writing try-catch blocks, throwing or catching exceptions, implementing error boundaries, handling API errors, or managing error states in any part of the codebase. Apply this skill when validating inputs early (fail fast), providing clear actionable error messages to users without exposing security details, using specific exception types rather than generic errors, implementing centralized error handling at appropriate boundaries, designing for graceful degradation, implementing retry logic with exponential backoff, or ensuring resources are cleaned up in finally blocks. This skill ensures errors are caught and handled appropriately, user experience remains positive even when errors occur, security is maintained by not leaking sensitive information, and systems continue operating or degrade gracefully when non-critical services fa
Implements error boundaries, crash reporting, graceful failure handling, and system observability for high-availability applications
Systematic process for reproducing, identifying root causes, and implementing minimal, intelligent bug fixes.
Enterprise practical workflows, context engineering strategies, JIT (Just-In-Time) retrieval optimization, real-world execution examples, debugging patterns, and moai-adk workflow mastery; activates for workflow pattern learning, context optimization, debugging issue resolution, feature implementation end-to-end, and team knowledge transfer
Complete patterns for containerizing applications with Docker: Dockerfiles, multi-stage builds, layer optimization, security best practices, and production-ready configurations for Python/FastAPI and Node.js/Next.js apps.
Backend API authentication patterns with Clerk JWT middleware and route protection. Use when building REST APIs, GraphQL APIs, protecting backend routes, implementing JWT validation, setting up Express middleware, or when user mentions API authentication, backend security, JWT tokens, or protected endpoints.
API versioning strategies for Node.js backends. Use when implementing versioned APIs.
Next.js 15 security patterns for veterinary platforms including Server Action hardening, CSRF protection, rate limiting, RLS policy generation, and auth middleware. Use when building or auditing security features.
Expert in Better Auth setup for Next.js 16 with JWT token flow. Covers frontend authentication (hooks, signIn/signOut), backend JWT verification in FastAPI, token structure, and secure configuration. Use for all authentication implementations.