by wshobson
python-resilience is a guidance skill for safer Python failure handling with retries, exponential backoff, jitter, timeouts, and bounded retry windows. Use it to install practical resilience patterns for external calls and apply tenacity-style wrappers with clearer retry rules.
by wshobson
Use the distributed-tracing skill to design and explain request tracing across microservices with Jaeger and Tempo. Covers install basics, trace and span concepts, Kubernetes setup patterns, context propagation, and practical usage for observability and latency debugging.
by wshobson
istio-traffic-management helps teams draft Istio traffic policies like VirtualService, DestinationRule, Gateway, and ServiceEntry for canary, retries, circuit breaking, and mirroring. Use it to translate deployment intent into clear routing and resilience manifests with practical prompts and review checks.
by wshobson
workflow-orchestration-patterns helps design durable Temporal workflows for distributed systems. Learn when to use it, how to install it, and how to model workflow vs activity boundaries, compensation, retries, and determinism.
by wshobson
projection-patterns helps teams design CQRS read models and event-stream projections, with practical guidance on projection types, replay, checkpointing, and usage for Backend Development.
by wshobson
saga-orchestration helps backend teams design distributed transactions with ordered steps, compensations, timeouts, retries, and stuck-saga recovery. Use it to evaluate fit, read key files, install from the parent repo, and apply the skill to practical microservice workflows.
by wshobson
Use the microservices-patterns skill to plan service boundaries, communication styles, data ownership, and resilience patterns for distributed systems and monolith migrations.
by wshobson
architecture-patterns helps backend teams design or refactor services with Clean, Hexagonal, Onion, and DDD approaches. Learn how to add the skill from the wshobson/agents repo, review SKILL.md and advanced references, and apply it to layering, bounded contexts, interfaces, dependency rules, and refactor plans.
by wshobson
cqrs-implementation helps backend teams design CQRS architectures, separate command and query models, and plan read/write scaling, events, and gradual adoption.
by wshobson
event-store-design helps Backend Development teams design event stores for event-sourced systems, covering streams, ordering, concurrency, snapshots, metadata, subscriptions, and operational tradeoffs. Use it to shape a practical event store design before implementation.
by microsoft
azure-servicebus-ts is a TypeScript skill for Azure Service Bus messaging with @azure/service-bus and @azure/identity. Use it to build queue and topic workflows, send and receive messages, handle dead-letter cases, and follow reliable backend patterns. This azure-servicebus-ts guide is aimed at backend development.
by microsoft
azure-servicebus-dotnet helps .NET backend teams use Azure Service Bus with queues, topics, subscriptions, sessions, and dead-letter handling. It covers install, authentication, connection setup, and practical usage of Azure.Messaging.ServiceBus for reliable messaging in backend development.
by softaworks
c4-architecture helps create Markdown-friendly software architecture documentation with Mermaid C4 diagrams. Use it to generate context, container, component, deployment, and dynamic views, follow a clear workflow, avoid common modeling mistakes, and support Technical Writing with versioned docs.
by K-Dense-AI
pytorch-lightning skill for organizing PyTorch projects with LightningModules and Trainers. Use this pytorch-lightning guide for install, training, validation, logging, checkpointing, and distributed execution across multi-GPU or TPU workflows.
by microsoft
azure-eventhub-java helps you install and use the Azure Event Hubs Java SDK for event streaming, high-throughput ingestion, and backend development. It covers producer and consumer setup, connection-string or Azure Identity auth, and practical guidance from install to working code.
by microsoft
The cloud-solution-architect skill helps an agent act like an Azure Cloud Solution Architect for Cloud Architecture decisions. Use it to review designs, choose architecture styles, compare Azure services, and apply design principles, patterns, and best practices with less guesswork than a generic prompt.
