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Orchestrates complete end-to-end feature delivery workflow from requirements to production-ready code. Chains architecture-documentation, coding-standards, product-manager, development-implementation and quality-assurance skills automatically with comprehensive reporting.
SOP for autonomous bug detection, diagnosis, and fixing without human intervention. Use when treating GitHub issues or when assessing repository readiness for autonomous maintenance.
Migrate monolithic Zustand stores to domain-specific stores using GOAP planning, hive-mind coordination, and neural pattern learning. Use when refactoring god objects, decomposing state management, or improving architecture grades.
Build consistent, scalable design systems with proper token architecture
Master Rails 7+ patterns with MVC, Active Record, Hotwire, Action Cable, and modern Rails development practices.
Limita acciones posibles para prevenir errores. Use cuando diseñe formularios, flujos críticos, o sistemas donde los errores son costosos.
Exception classes, failure classes, Either type, and error handling strategies
Build, review, and refactor Java backend services (Spring Boot). Use for tasks like REST API design, controllers/services/repositories, PostgreSQL persistence (JPA/MyBatis), migrations, configuration, security (Spring Security), observability, testing, performance tuning, and production hardening.
Use when needing synchronous actor access in tests, legacy delegate callbacks, or performance-critical code. Covers MainActor.assumeIsolated, @preconcurrency protocol conformances, crash behavior, Task vs assumeIsolated.
Docker orchestration and CI/CD for IntelliFill. Use when configuring containers, writing workflows, or setting up environments.
Orchestrates complete end-to-end feature delivery workflow from requirements to production-ready code. Chains architecture, standards, PM, dev, and QA skills automatically with comprehensive reporting.
Provides NestJS framework development standards and architectural patterns. Ensures domain-centric architecture, proper dependency injection, and decorator pattern utilization. Specializes in modular design, providers and services, middleware and guards, interceptors and pipes, custom decorators, and microservices architecture. Use when: developing NestJS applications, designing module structure (@Module), creating controllers (@Controller) and services (@Injectable), implementing REST or GraphQL APIs, configuring dependency injection, building middleware and guards, creating custom decorators, implementing authentication/authorization, designing microservices with NestJS, or integrating with TypeORM/Prisma for database access.
Master Entity Framework Core patterns for ABP Framework including entity configuration, DbContext, migrations, relationships, and performance optimization. Use when: (1) configuring entities with Fluent API, (2) creating migrations, (3) designing relationships, (4) implementing repository patterns.
Complex analysis using Cipher MCP (10-30s) for library research via context7, design pattern memory search, and multi-tool integration for LoRAIro strategic planning
Analyzes a user story specification and breaks it down into atomic implementation phases. Creates a strategic phases plan without detailed implementation steps. Use when the user mentions "plan story phases", "break down story into phases", "story planning", "create phases plan", "decompose story", or needs to structure a story into implementable phases. Works with any software project and tech stack.
Debug .NET/ABP and React applications with systematic root cause analysis. Use when: (1) investigating bugs or errors, (2) analyzing stack traces, (3) diagnosing N+1 queries, (4) fixing async deadlocks, (5) resolving React state issues.
Create a utility service for cross-cutting concerns. Use when creating services for authentication, authorization, email, notifications, or other shared functionality that doesn't directly map to a domain entity.
