Derive a full UI colour palette algorithmically from one or two brand colours. Darker and lighter variants for interactive states, desaturated greys from the brand hue for borders and backgrounds, and semantic colours that feel coherent with the brand rather than generic. Use when building a colour system from scratch or expanding a limited brand palette for UI use.

Visual shape communicates personality. A rounded corner says something different to the user than a sharp one — and that message arrives before they read a single word. The shapes in typography, border-radius, and iconography should tell a consistent story.

Complex data collections — products, files, users, orders, tasks — have no single correct view. Different tasks call for different views. Browsing benefits from grid; comparing details benefits from list or table; bulk management benefits from a dense table with mass actions. Give users the choi

Elevation uses shadow and layering to communicate that an element sits above the base surface — giving UI a sense of physical depth. Combined with border-radius, it creates the tactile quality that makes cards graspable, modals clearly floating, and dropdowns feel like they've appeared on top of c

Dembrandt runs a headless Chromium browser against any URL, walks up to thousands of DOM elements, reads computed CSS, and returns a structured design system: colors with confidence scoring, typography styles, spacing scale, border radius, borders, shadows, and interactive component styles.

Forms have three layers of guidance: helper text below the input explains what to enter, placeholder shows the expected format, and validation confirms correctness. Real-time validation for complex inputs. Submit enables only when the form is valid. Use when designing or reviewing any form, input field, or data entry UI.

**Type:** Pipeline / Orchestrator **Input:** URL or existing DESIGN.md **Output:** Actionable UI spec with decisions made

Users don't mind waiting as much if they understand *what* they are waiting for and *how much* progress is being made. Perceived performance is the design work of making a system feel faster than it actually is.

A micro-interaction is a moment. A checkbox that draws its checkmark. A heart that pulses when liked. A toggle that eases into place with a little overshoot. A confetti burst on completing a goal. These moments are small in duration — 200–600ms — but they communicate that the product was made

Typography feels cohesive when all font sizes are related to each other through a single mathematical ratio. Without a scale, sizes get picked arbitrarily and the result feels visually noisy — headings that don't contrast enough, body text too close in size to captions, labels that blend into cont

Foundational principles for evaluating and designing usable interfaces. Apply these as a review checklist and as design constraints from the start — not only as a post-hoc audit tool.

When something goes wrong, the user must be able to recover or try again. Toasts, inline errors, banners, and notification patterns each have a specific role. Use when designing error states, success confirmations, async feedback, in-place editing, or any system that communicates state changes to the user.

UI patterns borrowed from the physical world reduce the learning curve because users already know how they work. A card feels like something you can pick up. A carousel feels like flipping through a stack. A drawer feels like it slides out from the side. These metaphors carry affordance — the user

Semantic HTML5, SEO fundamentals, alt texts, progressive enhancement, SPA considerations, device capability detection, and user context awareness. Good HTML is the foundation of accessibility, SEO, and resilient UI. Use when building any web UI, reviewing markup quality, or optimising for search and accessibility.

Sticky and fixed positioning keeps critical UI persistent as the user scrolls — headers at the top, toolbars at the bottom on mobile. Use deliberately: too many fixed layers create visual noise and reduce content area. Use when designing navigation headers, bottom toolbars, floating action buttons, or table column headers.

Density describes how much information and how many interactive elements appear in a given area. The right density is not a universal standard — it depends on platform, user type, and session context.

Related features that belong together should be experienced as a single coherent journey — not as separate screens the user has to navigate between manually. A well-designed flow feels inevitable: each step leads naturally to the next, the user always knows where they are and what comes next, and