backend-patterns
Apply API, database, and cloud patterns. Uses api-design-integration, database-data-management, cloud-infrastructure; invokes @architect, @designer.
Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Apply API, database, and cloud patterns. Uses api-design-integration, database-data-management, cloud-infrastructure; invokes @architect, @designer.
Assess error handling, isolation boundaries, and recovery mechanisms in agent frameworks. Use when (1) tracing error propagation paths, (2) evaluating sandboxing for code execution, (3) understanding retry and...
Analyze coordination patterns, handoff mechanisms, and state sharing in multi-agent systems. Use when (1) understanding how agents transfer control, (2) evaluating shared vs isolated state patterns, (3) mapping...
Generate a reference architecture specification from analyzed frameworks. Use when (1) designing a new agent framework based on prior art, (2) defining core primitives (Message, State, Tool types), (3) specifyi...
Analyze fundamental data primitives, type systems, and state management patterns in a codebase. Use when (1) evaluating typing strategies (Pydantic vs TypedDict vs loose dicts), (2) assessing immutability and m...
Clean Architecture audit for Go services. Use when reviewing layered architecture, dependency rules, or gRPC/usecase/repository patterns. Ensures proper separation of concerns and dependency inversion.
Skill para quebrar PRDs em tasks implementaveis
Assist Business Analysts with requirements refinement, user story writing, acceptance criteria in BDD format, and gap analysis. Use when creating user stories, writing acceptance criteria, analyzing requirement...
Systematic debugging framework for root cause investigation before fixes. Use for bugs, test failures, unexpected behavior, performance issues. Use `--autonomous` flag for structured headless debugging with app...
Map and visualize feature dependencies. Use when analyzing dependencies, identifying blockers, or creating dependency graphs. Triggers on keywords like "dependencies", "blockers", "what blocks", "dependency map...
Use when implementing new features or enhancements requiring multi-layer changes (Domain, Application, Persistence, API, Frontend).
Use when designing or implementing cross-service communication, data synchronization, or service boundary patterns.
Break PBIs into user stories using vertical slicing and INVEST criteria. Use when creating user stories from PBIs, slicing features, or breaking down requirements. Triggers on keywords like "user story", "creat...
Complete ITSM/ITIL workflow support for JSM - service desks, requests, SLAs, customers, approvals, knowledge base. Use when managing service desk requests, tracking SLAs, or handling customer operations.
Structures actionable improvement recommendations to transform code from current state to 10/10 quality. Use when creating improvement plans, prioritizing technical debt, building remediation roadmaps, or after...
Implements real-time pub/sub messaging with Ably's edge infrastructure. Use when building real-time features requiring enterprise reliability, presence, message history, and global low-latency delivery.
Manages structured content with Sanity headless CMS using GROQ queries and real-time collaboration. Use when building content-driven sites with customizable schemas, live previews, and flexible data modeling.
Designs RESTful APIs following industry best practices for resource naming, HTTP methods, status codes, and error handling. Use when designing new APIs, refactoring existing endpoints, or establishing API stand...
Analyzes stack traces, identifies log patterns, provides error solutions, and guides performance profiling, memory debugging, and distributed tracing. Use when debugging errors, analyzing logs, profiling perfor...
Identifies, visualizes, and optimizes task dependencies for parallel execution and critical path analysis. Use when analyzing task relationships, finding parallelization opportunities, detecting circular depend...
Fixes async/await pattern issues including unnecessary async, sequential operations that should be parallel, and awaiting non-promises. Use when encountering require-await, await-thenable, or optimizing Promise...
Containerizes web applications with Docker for consistent deployments across environments. Use when creating Dockerfiles, building container images, or setting up Docker Compose for development.
Evaluates codebase architecture for patterns, anti-patterns, coupling, cohesion, scalability, and technical debt. Use when assessing system design, reviewing architecture decisions, identifying improvement area...
Generate new Effect-TS services with proper patterns. Use when creating new services, layers, or adding methods to existing services.
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.