wshobson
185 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.
wshobsonhybrid-cloud-networking
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonhybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonincident-runbook-templates
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use this skill when building a service outage runbook for a payment processing system; creating database incident procedures covering connection pool exhaustion, replication lag, and disk space alerts; onboarding new on-call engineers who need step-by-step recovery guides written for a 3 AM brain; or standardizing escalation matrices across multiple engineering teams.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsoninteraction-design
Design and implement microinteractions, motion design, transitions, and user feedback patterns. Use when adding polish to UI interactions, implementing loading states, or creating delightful user experiences.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonistio-traffic-management
Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonjavascript-testing-patterns
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonk8s-security-policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonlangchain-architecture
Design LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration. Use when building LangChain applications, implementing AI agents, or creating complex LLM workflows.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonlinkerd-patterns
Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonllm-evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonmemory-forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or performing malware analysis from RAM captures.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonmemory-safety-patterns
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory bugs.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonmicroservices-patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing microservices.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating model training and deployment workflows.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonmonorepo-management
Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monorepos, optimizing builds, or managing shared dependencies.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonmtls-configuration
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonmulti-cloud-architecture
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI. Use when building multi-cloud systems, avoiding vendor lock-in, or leveraging best-of-breed services from multiple providers.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonnx-workspace-patterns
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonon-call-handoff-patterns
Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational awareness, when writing a shift summary that captures active incidents, ongoing investigations, and recent changes, when handing off mid-incident so a fresh engineer can take over the incident commander role without losing context, when onboarding a new engineer to the o
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonopenapi-spec-generation
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonparallel-debugging
Debug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonparallel-feature-development
Coordinate parallel feature development with file ownership strategies, conflict avoidance rules, and integration patterns for multi-agent implementation. Use this skill when decomposing a large feature into independent work streams, when two or more agents need to implement different layers of the same system simultaneously, when establishing file ownership to prevent merge conflicts in a shared codebase, when designing interface contracts so parallel implementers can build against each other's
- installazioni
- 2
- GitHub Stars
- 41,7K
- Aggiornato
- 24 ott
wshobsonpaypal-integration
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-commerce checkout flows.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott
wshobsonpci-compliance
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card security measures.
- installazioni
- 2
- GitHub Stars
- 41,6K
- Aggiornato
- 19 ott