Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Provides API design patterns for Rust backends including request validation with validator, OpenAPI documentation with utoipa, and SwaggerUI integration. Use when building REST APIs with Axum, adding request va...
Scope and prioritize technical spikes that de-risk architecture or implementation questions.
Assess technical patterns, integrations, and constraints in the domain to inform feasibility and strategy.
Facilitate a cross-functional design review capturing decisions, feedback, and implementation guidance.
Produce an implementation-ready technical specification with architecture, sequencing, and validation details.
Create a delivery roadmap that translates strategy into sequenced releases with milestones and dependencies.
Comprehensive system design skill for creating professional software architecture specifications. Use this skill when asked to design systems (e.g., "Design a chat application", "Design an e-commerce platform",...
Complete task lifecycle management system with state-based workflow. Define, refine, implement, and review tasks with automated quality gates and intelligent discovery.
Remove try-catch antipattern from step calls during Flow to Output SDK migration. Use when converting workflow code that wraps step calls in try-catch blocks.
Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook...
Distributed systems architect specializing in microservices design patterns. Invoke for service boundaries, domain-driven design, saga patterns, event sourcing, service mesh, distributed tracing. Keywords: micr...
Senior API architect specializing in REST and GraphQL design. Invoke for API design, OpenAPI specs, resource modeling, versioning, pagination, error handling. Keywords: API design, REST, OpenAPI, GraphQL, API a...
Software architect for system design, patterns, and architectural decisions. Invoke for system design, architecture review, design patterns, ADRs, scalability planning. Keywords: architecture, system design, pa...
Systematic technical debt reduction and code optimization agent. Use when refactoring code, reducing complexity, eliminating code smells, improving performance, cleaning up unused code, or modernizing legacy pa...
Structured incremental development workflow that enforces explicit scoping before implementation. Use when: (1) User says 'build', 'implement', 'develop', 'create feature', or 'add functionality', (2) Task invo...
Test Driven Development (TDD) workflow automation for Java Spring Boot projects. Use for writing tests, checking coverage, generating test scaffolds, and implementing Red-Green-Refactor cycles with JUnit 5, Moc...
Build amplifier-foundation modules using "bricks and studs" architecture. Covers tool, hook, provider, context, and orchestrator modules with testing, publishing, and best practices.
dlt (data load tool) patterns for SignalRoom ETL pipelines. Use when creating sources, debugging pipeline failures, understanding schema evolution, or implementing incremental loading.
Clean Architecture design guide for Spring Boot. Use when reviewing code architecture, designing solutions, discussing layer separation, dependency rules, or project structure. Applies Uncle Bob's Clean Archite...
Java best practices guide based on Effective Java. Use when reviewing Java code, discussing design patterns, object creation, equals/hashCode, Optional, Stream API, exception handling, or concurrency. Applies J...
Generate phased implementation plans from requirements and UI wireframes. Use when the user provides requirements documents and/or UI wireframes and wants to create a detailed, phased implementation plan. Trigg...
Expert in creating database diagrams and visual representations. Use when generating ERDs, schema diagrams, or visualizing database relationships with Mermaid.js.
Object-oriented design principles including object calisthenics, dependency inversion, fail-fast error handling, feature envy detection, and intention-revealing naming. Activates during code refactoring, design...
Create spike definitions with canonical names and numbered approaches for parallel exploratory implementation. Use when partner has an underdefined feature idea and wants to explore multiple implementation appr...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.