1,669 skills found · Page 7 of 56
wshobson / architecture-patternsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
wshobson / saga-orchestrationImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services,…
wshobson / kpi-dashboard-designDesign effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use this skill when building an executive SaaS metrics dashboard tracking MRR, churn, and LTV/CAC ratios; designing an operations center with live service health and request throu…
wshobson / sql-optimization-patternsMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries
wshobson / langchain-architectureDesign LLM applications using LangChain 1.x and LangGraph for agents, memory, and tool integration
wshobson / grafana-dashboardsCreate and manage production Grafana dashboards for real-time visualization of system and application metrics
wshobson / python-error-handlingPython error handling patterns including input validation, exception hierarchies, and partial failure handling
wshobson / python-project-structurePython project organization, module architecture, and public API design
wshobson / interaction-designDesign and implement microinteractions, motion design, transitions, and user feedback patterns
wshobson / mobile-ios-designMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps
wshobson / api-design-principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers
wshobson / deployment-pipeline-designDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in C…
wshobson / multi-cloud-architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI
wshobson / error-handling-patternsMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications
wshobson / prompt-engineering-patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issues", "use chain-of-thought", "structured prompting", "few-shot prompting", or wants to apply advanced prompt engineering patterns f…
wshobson / python-design-patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a God class or monolithic function that has grown…
wshobson / recsys-pipeline-architectDesign composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm
wshobson / tailwind-design-systemBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns
wshobson / gdpr-data-handlingImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design
wshobson / grpo-rlvr-trainingTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR)
wshobson / threat-mitigation-mappingMap identified threats to appropriate security controls and mitigations
wshobson / design-system-patternsBuild scalable design systems with design tokens, theming infrastructure, and component architecture patterns
wshobson / workflow-orchestration-patternsDesign durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints
wshobson / mobile-android-designMaster Material Design 3 and Jetpack Compose patterns for building native Android apps
wshobson / react-native-designMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development
wshobson / pptx-reference-deck-analysisUse when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package inspection.
wshobson / helm-chart-scaffoldingDesign, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations
wshobson / event-store-designDesign and implement event stores for event-sourced systems
wshobson / wcag-audit-patternsConduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance
wshobson / godot-gdscript-patternsMaster Godot 4 GDScript patterns including signals, scenes, state machines, and optimization
