performance Shipped
Convenes 6 of 23 specialists.
--scope performance narrows the review to 6 specialists. Narrowing is not just cheaper: a report from six lenses is one a human will actually read to the end, which is the difference between a finding being raised and a finding being acted on.
Specialists it convenes
| Specialist | Lens |
|---|---|
| codebase-decomposition | Bottom-up codebase analysis, scope discovery, boundary detection, unit characterization, dependency mapping, coupling… |
| 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… |