Summary

This project addresses the generation of generic or low-quality frontend code by AI assistants. It provides a simple, file-based mechanism to imbue AI with "good taste," guiding it to produce modern, high-end interfaces. Developers using AI coding tools can leverage this to significantly improve the aesthetic and sophistication of their generated frontend code.

How It Works

The system operates via a single SKILL.md file containing design rules and parameters. Users instruct their AI assistant (e.g., Cursor, Antigravity) to read and strictly follow this file. The AI then applies these directives to generate frontend code, enforcing principles of modern design, motion, and visual density. This approach offers a novel, low-friction method to enhance AI's creative output in UI development without requiring complex model modifications.

Quick Start & Requirements

• Install: Download the SKILL.md file from the repository and place it within your project directory.
• Run: Instruct your AI assistant to read and adhere to SKILL.md via prompt (e.g., "Please read and strictly follow the rules in SKILL.md.") or by using editor-specific integrations (e.g., @SKILL.md in Cursor).
• Prerequisites: An AI coding assistant capable of interpreting local files or prompt instructions (e.g., Antigravity, Cursor, Codex, Claude Code).
• Dependencies: None explicitly listed beyond the AI tool.
• Setup Time: Minimal; requires downloading one file and updating an AI prompt.
• Links: Usage is integrated within AI coding environments; no separate demo or quick-start pages are linked.

Highlighted Details

• Control Dials: Three parameters (DESIGN_VARIANCE, MOTION_INTENSITY, VISUAL_DENSITY) are configurable via SKILL.md on a 1-10 scale to tailor AI output.
• DESIGN_VARIANCE dictates layout style, ranging from standard centered designs (1-3) to creative overlaps (4-7) and wild, asymmetric compositions (8-10).
• MOTION_INTENSITY controls animation complexity, from subtle hover effects (1-3) to smooth transitions (4-7) and dynamic, physics-based cinematic elements (8-10).
• VISUAL_DENSITY adjusts screen real estate usage, offering spacious "art gallery" (1-3), balanced "daily app" (4-7), or information-dense "cockpit" (8-10) modes.

Maintenance & Community

No specific details regarding contributors, community channels (e.g., Discord, Slack), roadmaps, or project health signals are provided in the README.

Licensing & Compatibility

The README does not specify a software license. Consequently, compatibility for commercial use or integration with closed-source projects remains undefined.

Limitations & Caveats

The effectiveness is contingent on the AI assistant's ability to accurately interpret and implement the rules within SKILL.md. Example projects and templates are planned for future releases. The absence of a defined license poses a potential adoption blocker.