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Perform bounded local exploration of explicitly supported scientific files, including missingness, leakage, outliers and transformation sensitivity, with a reviewable report scaffo
Choose a deliberate visual direction grounded in the product, then implement typography, color, layout and interaction in frontend code.
Test local web applications with Python Playwright, inspect UI behavior, capture screenshots and read browser logs, with a helper for server lifecycle management.
Fetch current Vercel Web Interface Guidelines, review specified UI files and report accessibility, form and interaction findings with code locations.