risk Shipped
Convenes 14 of 23 specialists — this is what runs when you name no scope.
risk is what a review runs as when you do not name a scope. It convenes 14 specialists — the ones whose absence would let a real defect through, rather than every specialist that has an opinion.
Specialists it convenes
| Specialist | Lens |
|---|---|
| code-quality | Simplicity, deletability, explicitness, scope discipline, linting, atomic commits, bulk operation verification, best… |
| codebase-decomposition | Bottom-up codebase analysis, scope discovery, boundary detection, unit characterization, dependency mapping, coupling… |
| data-persistence | Storage, sync, conflict resolution, migration, offline data, consistency models, concurrency, transactions… |
| development-process | Feature development cycle, iterative delivery, technical debt, feature flags, A/B testing, debug mode, small… |
| devops-observability | Structured logging, analytics instrumentation, tight feedback loops, performance compliance, feature flags, A/B… |
| networking-api | REST conventions, HTTP semantics, offline-first, caching, retry/resilience, timeouts, pagination, real-time… |
| platform-database | Schema design, migrations, indexing, query optimization, transactions, concurrency, backup/restore, data modeling… |
| platform-web-backend | API design, networking resilience (retry, timeouts, rate limiting, real-time), security (CORS, CSP, input validation… |
| platform-web-frontend | HTML/CSS/JS implementation of UI guidelines, accessibility (WCAG), responsive and adaptive layout, HTTP caching… |
| platform-windows | WinUI 3, Fluent Design, MSIX packaging, High DPI/display scaling, MVVM with CommunityToolkit, theming… |
| reliability | Fail fast, idempotency, error categorization, retry strategies, timeout handling, graceful degradation, state… |
| security | Auth, transport security, token handling, input validation, secure storage, sensitive data, privacy, dependency… |
| software-architecture | Composition, dependency injection, boundaries, separation of concerns, modularity, testability, optimize for change… |
| testing-qa | Test pyramid distribution, isolation, determinism, unit test patterns, test doubles, property-based testing, flaky… |