Skill UI

Defines how bounded contexts relate, specifies integration contracts, and outlines anti-corruption layers and ownership during migration or multi-service designs to prevent domain leakage.

Helps map complex domains into DDD artifacts by classifying subdomains, defining bounded contexts, documenting ubiquitous language, and capturing boundary decisions before implementation.

Analyzes codebases to identify subdomains and bounded contexts using DDD strategic design, helping map service boundaries, assess cohesion, and spot coupling or mixed-responsibility issues before refactoring.

Guides architects through designing distributed, cloud-native microservices: defining bounded contexts, selecting sync/async communication, ensuring resilience with circuit breakers and retries, tagging requests with correlation IDs, and deploying via service mesh and observability tooling.

Guides teams through designing NestJS modular monoliths with DDD, clean architecture, and CQRS, covering bounded contexts, module communication, NX setups, and evolution toward microservices when scalability grows.

Helps product managers diagnose whether AI workflows rely on indiscriminate context stuffing or deliberate context engineering, then apply bounded domains, retrieval, and Research→Plan→Reset→Implement practices to improve reliability and output quality.