Implements design patterns including Clean Architecture, SOLID principles, and comprehensive software design best...
DevOps & Cloud
CI/CD, containerization, cloud services, and infrastructure
Decision framework for GLSL shader projects. Routes to specialized shader skills (fundamentals, noise, SDF, effects)...
Platform-specific building systems for mobile, VR, and accessibility. Use when implementing touch controls for...
Decision framework for particle system projects. Routes to specialized particle skills (gpu, physics, lifecycle)...
Physics simulation for particle systems—forces (gravity, wind, drag), attractors/repulsors, velocity fields,...
Complex GSAP timelines including labels, callbacks, nested timelines, and position parameters. Use when...
Schema-first validation with Zod, timing patterns (reward early, punish late), async validation, and error message...
AWS development with CDK best practices, serverless patterns, cost optimization, and event-driven architecture. Use...
Use when configuring, running, or fixing PHPStan static analysis in WordPress projects (plugins/themes/sites):...
OpenTelemetry observability - use for distributed tracing, metrics, instrumentation, Sentry integration, and monitoring
Kubernetes and Helm patterns - use for deployment configs, service definitions, ConfigMaps, Secrets, and Helm chart...
Interactive Intent approval. Review sections and mark status (locked/reviewed/draft). Use /intent-review <path> to...
Critical review of Intent design quality. Checks for over-engineering, YAGNI violations, premature abstraction, and...
Infrastructure as Code using Terraform with modular components, state management, and multi-cloud deployments. Use...
Design and implement serverless applications using AWS Lambda, Azure Functions, and GCP Cloud Functions with...
Conduct comprehensive security compliance audits for SOC 2, GDPR, HIPAA, PCI-DSS, and ISO 27001. Use when preparing...
Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential...
Implement push notifications for iOS and Android. Covers Firebase Cloud Messaging, Apple Push Notification service,...
Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid...
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and...
Configure and deploy load balancers (HAProxy, AWS ELB/ALB/NLB) for distributing traffic, session management, and...
Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production...
Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste...
Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when...