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Structured critique and anti-slop review using personas, cognitive load analysis, and heuristics scoring. Best used as a companion to impeccable or after substantial implementation.
Shape cross-stack architecture, API contracts, authentication flow, and integration boundaries for Grok-native delivery.
Deliver C# and .NET backends with explicit API, validation, auth, async, and operational patterns centered on ASP.NET Core.
Deliver Go backends with clear handler, service, auth, validation, and concurrency patterns across Gin, Echo, and Fiber style services.
Deliver Java and Kotlin backends across Spring Boot, Quarkus, and Ktor while keeping contracts, validation, auth, and concurrency models explicit.
Deliver Node.js and TypeScript backends across NestJS and lighter HTTP frameworks without letting one framework own API, validation, auth, or service design.
Deliver Python backends across async FastAPI and Django or Flask service styles while keeping API design, validation, auth, and service behavior explicit.
| name | critique |
| description | Structured critique and anti-slop review using personas, cognitive load analysis, and heuristics scoring. Best used as a companion to impeccable or after substantial implementation. |
| when-to-use | Use when the user wants a critical review of UI, copy, architecture, or any deliverable for clarity, cognitive load, consistency, or design quality. Often paired with impeccable. Trigger on 'critique', 'review this', 'anti-slop', 'too complex', 'unclear'. |
| metadata | {"surface":"compatibility-wrapper","primary-route":"false","runtime-grant":"false"} |
Compatibility wrapper: this local compatibility wrapper stays callable as a non-primary alias for existing users. It is not a primary route and does not carry runtime grants.
Redirect to /impeccable critique.
