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Analyze existing test coverage, find untested paths, and write regression tests.
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Based on SOC occupation classification
UI/UX design intelligence for web and mobile. Includes 50+ styles, 161 color palettes, 57 font pairings, 161 product types, 99 UX guidelines, and 25 chart types across 10 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui, and HTML/CSS). Actions: plan, build, create, design, implement, review, fix, improve, optimize, enhance, refactor, and check UI/UX code. Projects: website, landing page, dashboard, admin panel, e-commerce, SaaS, portfolio, blog, and mobile app. Elements: button, modal, navbar, sidebar, card, table, form, and chart. Styles: glassmorphism, claymorphism, minimalism, brutalism, neumorphism, bento grid, dark mode, responsive, skeuomorphism, and flat design. Topics: color systems, accessibility, animation, layout, typography, font pairing, spacing, interaction states, shadow, and gradient. Integrations: shadcn/ui MCP for component search and examples.
Analyze technical debt and evolve the project structure to improve scalability and maintainability.
Identify runtime bottlenecks and optimize critical paths to improve application speed and resource efficiency.
Proactively identify and patch security vulnerabilities and implement defensive coding patterns.
Automatically detect, isolate, and fix regressions or bugs based on test failures.
Design and implement backend services, APIs, middleware, authentication, and server-side logic following production best practices.
Identify gaps in test coverage and write targeted tests to cover untested functionality.
detect_project
npm run test:coverage
pytest --cov
run_tests
execute_command
read_file
write_file
edit_file