Scaffold a production-parity Docker development environment: multi-service Compose, volume mounts, networking, health checks, dev containers, and secrets management. Eliminates "works on my machine" at the infrastructure layer.

Scaffold a production-parity Docker development environment: multi-service Compose, volume mounts, networking, health checks, dev containers, and secrets management. Eliminates "works on my machine" at the infrastructure layer.

Generate REST API with Express/Fastify, OpenAPI spec, validation, tests. Use when user asks to "scaffold a REST API".

Generate REST API with Express/Fastify, OpenAPI spec, validation, tests. Use when user asks to "scaffold a REST API".

Generate Angular 18+ project with Signals, standalone components, SSR, testing. Use when user asks to "scaffold an Angular app".

Generate Angular 18+ project with Signals, standalone components, SSR, testing. Use when user asks to "scaffold an Angular app".

Systematic root cause tracing from symptoms through causal chains to actual causes. Trigger: "root cause analysis", "why is this failing", "trace the cause", "5 whys".

Systematic root cause tracing from symptoms through causal chains to actual causes. Trigger: "root cause analysis", "why is this failing", "trace the cause", "5 whys".

Designs undo plans for each deployment phase, including data migration reversibility and feature flag fallbacks. Trigger: "rollback plan", "undo strategy", "how to revert", "migration reversibility".

Designs undo plans for each deployment phase, including data migration reversibility and feature flag fallbacks. Trigger: "rollback plan", "undo strategy", "how to revert", "migration reversibility".

Designs proof-of-concept roadmaps with sprint breakdowns, prerequisites, gates, team composition, budget, and risk registers. Trigger: "PoC plan", "proof of concept", "sprint breakdown".

Designs proof-of-concept roadmaps with sprint breakdowns, prerequisites, gates, team composition, budget, and risk registers. Trigger: "PoC plan", "proof of concept", "sprint breakdown".

Severity times likelihood risk matrix generation with mitigation priorities. Trigger: "score risks", "risk matrix", "risk assessment", "severity analysis".

Severity times likelihood risk matrix generation with mitigation priorities. Trigger: "score risks", "risk matrix", "risk assessment", "severity analysis".

Identifies, assesses, and manages technical and project risks with mitigation strategies, monitoring plans, and contingency protocols. Trigger: "risk analysis", "risk register", "mitigation plan".

Identifies, assesses, and manages technical and project risks with mitigation strategies, monitoring plans, and contingency protocols. Trigger: "risk analysis", "risk register", "mitigation plan".

Implement production-grade responsive design: breakpoint strategy, fluid typography with clamp(), container queries, responsive images with srcset/sizes, and cross-device testing methodology. Use when user asks to "make responsive", "implement responsive design", or "fix layout on mobile".

Implement production-grade responsive design: breakpoint strategy, fluid typography with clamp(), container queries, responsive images with srcset/sizes, and cross-device testing methodology. Use when user asks to "make responsive", "implement responsive design", or "fix layout on mobile".

Designs resilience patterns including circuit breakers, retries, bulkheads, timeouts, and chaos engineering practices. Trigger: "resilience design", "circuit breaker", "fault tolerance", "chaos engineering", "bulkhead pattern", "retry strategy".

Designs resilience patterns including circuit breakers, retries, bulkheads, timeouts, and chaos engineering practices. Trigger: "resilience design", "circuit breaker", "fault tolerance", "chaos engineering", "bulkhead pattern", "retry strategy".