atomic-tasks
Task structure and atomic commit patterns for granular, verifiable work units
Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Task structure and atomic commit patterns for granular, verifiable work units
Research technical solutions, analyze architectures, gather requirements thoroughly. Use for technology evaluation, best practices research, solution design, scalability/security/maintainability analysis.
Comprehensive NestJS framework mastery with Drizzle ORM, TypeORM, Prisma, BullMQ queues, and 40 best practice rules. Use for NestJS applications, APIs, authentication, database integration, queue processing, mi...
Command Query Separation (CQS) and CQRS patterns for .NET. Use when designing methods, handlers, and application architecture. Ensures predictable, testable code.
Use when making technical decisions, choosing technologies, or documenting architectural choices. Creates ADRs (Architecture Decision Records).
Resolve unknown patterns by converting them into concrete reskin instructions and removing the unknown-patterns entry.
Apply step-by-step analysis for complex problems with revision capability. Use for multi-step reasoning, hypothesis verification, adaptive planning, problem decomposition, course correction.
Comprehensive Spring Boot 3.x best practices for building scalable, maintainable enterprise applications with Jakarta EE. Use this skill when creating Spring Boot applications, designing REST APIs, implementing...
Message acknowledgment protocol for worker agents - confirm message receipt to PM
Generate repository extending BaseRepository with multi-tenancy support, Testcontainers, and transaction patterns. Use when creating data access layer or adding tenant-scoped queries.
Generate complete CRUD operations for an entity using CQRS pattern
Generate NestJS feature module with CqrsModule, handler registration, and exports. Use when creating new feature modules or configuring CQRS dependencies.
Handoff protocol for single-agent orchestration mode
Detect and validate client-authoritative vs server-authoritative architecture gaps
Software Architect role: system design, architecture decisions (ADRs), design patterns selection, C4 modeling, quality attributes (scalability, performance, security), technology choices, microservices vs monol...
Message-based communication protocol for event-driven multi-agent orchestration
Generate complete CQRS feature module with commands, queries, events, handlers, repository, controller, DTOs, and tests. Use when creating new domain entities or adding CRUD operations with side effects.
Master NestJS coordinator that plans, implements, reviews, and verifies features using parallel sub-tasks, skills, and rules with comprehensive quality validation
Atomic file update patterns to prevent corruption
Server-authoritative multiplayer development with Colyseus framework
Worker pool architecture - agents complete work and exit, watchdog orchestrates
Unified process lifecycle management for all Ralph agents
Reviews NestJS code for architectural patterns, security issues, multi-tenancy compliance, CQRS enforcement, and best practices
WHAT: Error boundaries with fallback UI and OpenTelemetry span recording. WHEN: isolating component errors, handling GraphQL failures, implementing retry logic. KEYWORDS: ErrorBoundary, error handling, fallback...
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