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Visual Quality Guide

When To Use This Guide

Use this guide for frontend, landing page, app UI, docs UX, or other user-facing work where "looks fine" is not a high enough bar.

Goal

Produce interfaces that feel intentional and product-specific rather than generic, vibe-coded, or obviously AI-generated.

Core Method

  1. define the product's point of view
  2. choose a visual direction that fits the product instead of defaulting to generic SaaS aesthetics
  3. constrain layout, spacing, type, and components before broad generation
  4. review real screenshots or browser output
  5. refine until the page has clear hierarchy, clean motion, and believable copy

Strong Defaults

  • use references or an existing design system when available
  • choose fewer patterns and execute them well
  • let typography and spacing do most of the work
  • make motion purposeful, not ornamental
  • write copy that helps the user, not copy that flatters the product

Common Failure Modes

  • one-shot generation of an entire page with no visual constraints
  • generic gradients and feature cards standing in for real hierarchy
  • overpacked pages that try to say everything at once
  • copy that sounds like a model smoothing over uncertainty
  • treating every specialized design tool as something ORCA Framework must replace