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Add, refactor, or debug backend WebSocket routes, handlers, router, queue logic, and report PDF generation. Use when implementing new WS routes in api/app.js or updating the document generation helper in api/helpers/document-builder.js.

Implement, debug, or style web frontend wizard steps, UI components, state management, and LESS stylesheets. Use when modifying the 3-step wizard flow, editing UI cards, updating toggles, or editing LESS files under mobile-first and variable-only CSS rules.

Debug, maintain, and update the Playwright-based SUAP scraping system in api/helpers/scraper.js and configuration selectors in api/suap-config.js. Use when investigating scraping errors, fixing login hangs, adjusting selector/navigation timeouts, or parsing new academic data fields from SUAP pages.