native-design
Open-source design intelligence engine and CLI for AI coding agents enforcing authentic 2026 native OS guidelines across Apple, Google, Microsoft, and Linux.
AI coding agents (Claude, Cursor, Copilot) frequently generate mobile and desktop UIs that feel like 2017 web wrappers — hardcoded hex colors, hamburger drawers on iOS, and non-standard layouts.
Author & Systems Designer: engineered the deterministic multi-platform rule engine, CLI auditor, and design guidelines.
Deterministic AST anti-slop rules
Built strict parsing rules for SwiftUI, Jetpack Compose, WinUI, and Libadwaita code to detect and reject web-wrapper patterns, raw hex color literals, and non-platform idioms.
Authentic 2026 platform sub-engines
Formulated precise specifications for Apple Liquid Glass (floating translucent capsules, spring physics), Android 17 M3 Expressive (dynamic color, predictive back), and GNOME Libadwaita AdwHeaderBar.
Strict hit-target & ergonomics enforcement
Enforced 44×44pt minimum touch targets for Apple and 48×48dp for Android with 8dp separation grids, eliminating thumb-frustrating micro-buttons.
Semantic theme token mapping
Mandated semantic system tokens (systemBackground, colorScheme.surface) over static colors to guarantee resilience across system Dark Mode and high-contrast accessibility modes.
- Open-source CLI tool and AI agent skill with MIT license
- Comprehensive Rosetta Stone matrix bridging design tokens across 4 OS ecosystems
- Deterministic scorecard auditing native UI codebases automatically