| name | ui-craft |
| description | Provides guardrails for user-facing UI work: usability heuristics, accessibility floors, design-system discipline, component states, microcopy, motion, dark mode, responsive behavior, and human-AI UX. Use when designing, generating, reviewing, or refactoring visible product surfaces such as components, pages, dashboards, forms, dialogs, loading/empty/error states, or AI interfaces. Do not use for backend-only work, infrastructure, CLI/TUI design, or pure documentation editing. |
| metadata | {"author":"Pedro Nauck","github":"https://github.com/pedronauck","repository":"https://github.com/pedronauck/skills"} |
UI Craft
The Fundamental Law
AI-GENERATED UI FAILS THE SAME WAYS EVERY TIME.
Visual sameness. Weak hierarchy. Fake interactivity.
Half the states missing. Hex codes outside the token system.
"Welcome!" microcopy that nobody asked for.
This skill exists so the UI being shipped is not slop.
UI craft is the discipline of producing user-facing surfaces that respect the user, the brand, and the medium. It is not "make it pretty." It is: every visible state explicit, every interactive element reachable by keyboard, every value drawn from the design system, every word earning its place, every motion serving a purpose.
A user interface is a contract with a real person. Ship slop and the contract breaks.
Required Reading Router
Match your task to the row. Read the listed files in full before generating anything visual. They are not appendices — they are load-bearing. Inline content in this SKILL.md is a pointer to the reference file, not a substitute for it. Files are loaded JIT (never all at once); but every row whose trigger applies to your task is mandatory, not optional.
| Task | MUST read |
|---|
| Any interactive widget (dialog, menu, combo) | references/accessibility-floor.md |
| Auditing AI-generated UI | references/ai-slop-patterns.md + references/anti-defaults.md |
| Designing a novel surface | references/usability-foundations.md |
| Picking or extending a component pattern | references/component-patterns.md |
| Writing or reviewing user-visible text | references/microcopy-quality.md |
| Implementing or reviewing dark mode | references/dark-mode.md |
| Animation / transitions / motion review | references/motion-patterns.md |
| AI / agent UI (chat, streaming, citations) | references/human-ai-ux.md |
| Working with DESIGN.md or extending tokens | references/design-system-integration.md |
| Performance work / pre-ship gates | references/performance.md |
| "We need a [Linear/Notion-like] X" brief | references/archetypes.md |
| No existing token system in the repo | references/visual-craft.md |
Reference Index
What each file covers (the Router above tells you when to load them):
references/usability-foundations.md — Nielsen 10 heuristics, Laws of UX, progressive disclosure, mental models.references/accessibility-floor.md — Full WCAG 2.2 AA checklist, ARIA patterns (dialog, combobox, menu, tabs, slider, listbox), verification recipes.references/visual-craft.md — Typography scales, color systems, spacing rhythm, motion physics, dark mode, elevation.references/component-patterns.md — Do/don't per component: buttons, inputs, dialogs, navigation, tables, dropdowns, tabs, popovers, toasts.references/microcopy-quality.md — Full banned-vocabulary list, tone guides per surface, error/empty/CTA copy rules.references/ai-slop-patterns.md — Before/after for each of the 14 anti-slop patterns. Detection prompts. Remediation recipes.references/anti-defaults.md — 17 literal artifacts to refuse on sight (emoji-as-icon, "Inter" by reflex, centred hero, placeholder names, gradient text, glassmorphism padrão, modal-as-first-thought, etc.).references/human-ai-ux.md — Microsoft + IBM agent/AI UI guidelines distilled.references/design-system-integration.md — Canonical DESIGN.md sections, semantic tokens, shadcn/Radix composition, rules-files for AI codegen.references/performance.md — 80ms perceived-performance threshold, font-loading zero-CLS strategy, executable pre-ship gate.references/motion-patterns.md — 100/300/500 duration rule, easing curves, Tailwind/CSS/Framer code, reduced-motion templates, severity-tagged anti-patterns.references/dark-mode.md — Surface-lightness elevation, accent desaturation, semantic token strategy, dangerous combinations.references/archetypes.md — Seven named archetypes (Bento, Command Palette, Focus Mode, Live Status, Intelligent List, Empty State Hero, Inline Editor) each with a six-slot signature contract.
Scripts
scripts/check-contrast.mjs — verify foreground/background WCAG AA/AAA + APCA Lc. Zero-dependency, accepts hex / rgb / oklch. Wire into CI when token files change.scripts/detect-token-drift.mjs — scan source for raw hex / rgb / hsl / oklch outside designated token paths. Reports file:line with replacement suggestion.scripts/validate-metadata.py — validate this skill's name/description frontmatter against the agentskills.io spec.
Tunable Design Dials
Three named dials let the user steer taste without dragging the conversation through dozens of micro-preferences. Declare values before generating anything visual, and pin them in the deliverable so a future review can re-anchor.
| Dial | Range | Default | Low end (1–3) | High end (8–10) |
|---|
VISUAL_VARIANCE | 1–10 | 6 | Conservative, system-aligned, recognizable | Bold, expressive, willing to diverge from the category default |
MOTION_INTENSITY | 1–10 | 4 | Reduced/utility only: state feedback | Rich orchestration, layered materials, premium feel |
INFORMATION_DENSITY | 1–10 | 5 | Spacious, calm, marketing-leaning | Dense, data-heavy, dashboard-leaning |
What changes at each end:
VISUAL_VARIANCE — at low values, defaults to the closest equivalent of a familiar pattern (e.g. shadcn defaults, Material 3, Apple HIG). At high values, breaks the category template deliberately — bento over grid, asymmetric over centred, branded color over neutral.MOTION_INTENSITY — drives durations (low → 80–150ms only; high → up to 500ms entrances, layered easing), and unlocks premium materials (blur, mask, clip-path) at ≥ 7.INFORMATION_DENSITY — drives spacing scale ramps (low → space-6/8/10; high → space-1/2/3), row heights, line-height, and chart annotation richness. High density implies tabular-nums and keyboard-first interactions.
When the user asks for "more bold" / "calmer" / "tighter" / "looser", translate to dial moves. Do not re-derive every other choice from scratch.
Cite: dial pattern adapted from taste-skill (Leonxlnx, open-design ecosystem).
HARD-GATE
Do NOT generate, modify, or approve any user-facing UI surface until:
1. The brand authorities have been READ (not skimmed):
- DESIGN.md (root) if present
- Design token files (e.g. packages/ui/src/tokens.css, theme.ts, tailwind.config.*)
- Frontend conventions doc (e.g. web/CLAUDE.md, .cursorrules, .ai/rules.md)
- Copy authority (e.g. COPY.md, content/style-guide.md)
2. The surface's JOB is stated in one sentence (what the user is here to do).
3. The complete STATE LIST for the surface is enumerated
(default, hover, active, focus-visible, disabled, loading, empty, error, success — plus any domain states).
4. The component is known to either EXIST in the design system already
or is JUSTIFIED as a new addition with a token-level proposal.
5. The SCENE SENTENCE has been written (see below). Categories are not scenes.
6. The REGISTER has been picked: Product or Brand (see below).
This gate applies to every change — a one-line tweak, a new variant, a full page.
"It's just a small change" is the most common slop excuse.
Scene Sentence
Before any visual decision (dark vs light, density, color register, motion intensity), write a sentence of physical context: who uses this, where, under what ambient light, in what mood.
- ❌ "Observability dashboard" — that is a category. It points at a thousand average answers.
- ✅ "SRE glances at incident severity on a 27" monitor at 2am in a dim room — every UI element competes with a paged alert sound."
- ❌ "Marketing landing page"
- ✅ "Engineering lead, 11am Tuesday, second tab over from Linear, decides in 12 seconds whether to forward this to procurement."
If the scene does not force the answer, add detail until it does. Most weak visual decisions come from a missing scene — the rest comes from defaults (see references/anti-defaults.md).
Cite: scene-driven decisions adapted from impeccable (pbakaus/impeccable).
Register: Product or Brand
Two registers, two rule sets. Pick before generating; do not blend reflexively.
| Register | Lives in | Color | Type | Motion | Bans |
|---|
| Product | App shells, dashboards, settings, forms, lists | Restrained: tinted neutrals + 1 accent ≤10% | System fonts ok; fixed rem scale | 150–250ms state feedback only; no decoration | Decorative motion, reinvented affordances |
| Brand | Landing pages, hero blocks, onboarding, marketing | Committed or Drenched: 1 saturated color carries 30–60% | Display + body pairing; expressive choice | Full orchestration welcome; entrance reveals | Generic illustration, lazy monospace as "tech" |
Decision rule:
- The scene sentence describes a recurring task by a known user → Product.
- The scene sentence describes a first impression, a deliberate impression, a campaign → Brand.
- If you cannot decide, the answer is almost always Product — brand register is the exception.
Switching registers mid-surface is the source of half of all "this feels off" reactions. Lock the register and design within its rules.
Cite: register split adapted from impeccable (pbakaus/impeccable).
The Anti-Slop Operating Loop
Run every UI task through this loop in order. Skipping steps produces slop. Each step has a stop condition.
Step 1 — Load brand authorities
Read every file listed in the HARD-GATE that exists in the repo. Treat their contents as normative: tokens, components, copy patterns, and naming conventions are authoritative. Never invent a value that already has a token. Never restate brand voice — quote it.
Stop condition: If no brand authorities exist, fall back to references/visual-craft.md defaults, but mark this in the deliverable as a finding: "Project has no DESIGN.md / token system; recommend scaffolding before further UI work." Continue, but expect to update this when bootstrapping happens.
Step 2 — State the surface's job
One sentence, written from the user's perspective. "The user opens this dialog to confirm destructive deletion of a project and its data." Not "This is the delete confirmation modal."
Stop condition: If the surface has more than one job, split it. Multi-purpose surfaces are a primary source of weak hierarchy.
Step 3 — Apply the usability filter
Run the surface through Nielsen's 10 heuristics + the load-bearing Laws of UX (Jakob, Hick, Miller, Fitts, Tesler). Identify the one or two that pose the most risk for this surface.
STOP. If this surface is novel, complex, or being audited, read references/usability-foundations.md in full before continuing this step. The inline mention of "Nielsen 10 + Laws of UX" here is not a substitute for the reference.
Stop condition: If the surface violates a heuristic without justification (e.g. no visible system status during a long-running action, hidden destructive primary action), redesign before continuing.
Step 4 — Enforce the accessibility floor
WCAG 2.2 AA is the floor, not the ceiling. Gist tripwires — the floor items that catch most slop:
- Text contrast ≥ 4.5:1 (≥ 3:1 for large text); non-text/state indicators ≥ 3:1; focus-visible ≥ 2px and ≥ 3:1 on every interactive element.
- Full keyboard reachability and operation (Tab, Shift+Tab, Enter, Space, Esc, Arrows per WAI-ARIA); target size ≥ 24×24 (≥ 44×44 on touch);
prefers-reduced-motion honored.
- Semantic landmarks + heading order; form controls programmatically labeled; errors associated via
aria-describedby and announced via aria-live / role="alert".
STOP. Read references/accessibility-floor.md in full before implementing or reviewing any interactive widget. That file contains the complete non-negotiables list, the ARIA component patterns (dialog, combobox, menu, tabs, slider, listbox), and the verification recipes. The three bullets above are tripwires, not the contract.
Stop condition: If a floor item cannot be met, that is a blocker, not a trade-off.
Step 5 — Apply visual craft
Draw values from the design system. If the system is missing a value:
- Typography: choose from the existing scale; never one-off a font-size
- Color: use semantic tokens (
--color-bg-danger-subtle), never raw hex
- Spacing: snap to the spacing scale (typically 4/8/12/16/24/32/48/64); no magic numbers
- Radius: use the radius scale (
--radius-sm, -md, -lg); no border-radius: 7px
- Motion: duration 80–240ms for state, 240–400ms for entry/exit, easing per the system (
ease-out for entry, ease-in for exit)
- Elevation: use the elevation scale (
--shadow-1 … --shadow-5); no ad-hoc box-shadows
STOP. Read references/visual-craft.md in full whenever the design system lacks a value you need, when there is no token system at all, or when you are extending typography / color / spacing / motion / elevation scales. Do not invent a value inline if the reference defines a system for it.
Stop condition: If a value cannot be drawn from the system and the gap is real, propose adding a token to DESIGN.md (see Step 9), do not inline-invent.
Step 6 — Enumerate the state matrix
Open assets/state-matrix.md. For the component, fill every row that applies:
- default — resting state, no interaction
- hover — pointer over interactive surface (skip for touch-only)
- active / pressed — mid-interaction
- focus-visible — keyboard focus indicator (always required for interactive)
- disabled — non-interactive, ≥ 3:1 contrast for affordance, explain why if non-obvious
- loading — work in progress; show progress signal and disable the trigger
- empty — first-run / no-data; explain what goes here and provide a primary action
- selected / on / checked — when applicable
- error — validation or async failure; specific, plain-language, recovery-oriented
- success — confirmation that an action landed; transient unless audit-relevant
STOP. Read references/component-patterns.md in full before designing or reviewing any of: buttons, inputs/forms, dialogs/modals, navigation, tables, cards, dropdown/combobox, tabs, popovers/tooltips, toasts. Do/don't rules live there, not here.
Stop condition: Any state listed but not designed is a known slop pattern (StateMatrixHoles — see anti-slop table below). Design it now, not later.
Step 7 — Run anti-slop detection
Match the surface against the 14 named patterns in the table below and the literal blocklist in references/anti-defaults.md. Every match is a stop-and-fix, not a note.
Then run the two-level slop test:
- First-order: could a stranger guess the aesthetic from the category alone? ("observability → dark blue", "AI startup → purple", "SaaS landing → centred hero with gradient")? If yes, you are inside the training-data default.
- Second-order: could they still guess from category + your anti-references? If yes, you have not escaped — you have just moved to the predictable counter-default (e.g. "we hate gradients, so brutalist mono and stark monochrome instead"). Both orders are trapped.
Escape the trap by going back to the scene sentence and re-deriving from the specific user, moment, and physical context. Generic anti-defaults are still defaults.
STOP. Read BOTH references/ai-slop-patterns.md (before/after + remediation for each of the 14 patterns, plus detection prompts) AND references/anti-defaults.md (the 17 literal artifacts to refuse on sight — emoji-as-icon, "Inter" by reflex, centred hero, placeholder names, gradient text, glassmorphism padrão, modal-as-first-thought, etc.) before declaring the surface free of slop. Anti-default detection is the failure mode this skill exists to prevent — the table below is a scorecard, not the source of truth.
Stop condition: Any pattern hit. Any anti-default literal present without a scene-sentence justification. Fix before moving on.
Step 8 — Apply microcopy quality
Every visible word earns its place. Gist tripwires — the patterns that catch most slop:
- CTAs: action verb + object (
Delete project, not OK / Submit / Click here). Errors: what happened + why + how to recover, plain language, no blame. Empty states: explain what lives here + the one action that fills it.
- No AI vocabulary:
seamless, delve, elevate, empower, unleash, harness, tapestry, landscape, journey, unlock the power of. No empty greetings: Welcome!, Hi there!, Let's get started!. No filler: Please, Note that, In order to (use To).
STOP. Read references/microcopy-quality.md in full before writing or reviewing any user-visible text. That file holds the full banned-vocabulary list, tone guides per surface type, and the confirmation/help/error templates. The bullets above are tripwires, not the full contract.
Stop condition: Any banned phrase appears. Replace.
Step 9 — Verify and document deltas
Before declaring the surface done:
- Visually verify in a browser at the supported breakpoints (mobile, tablet, desktop). Open DevTools, force each state in the state matrix, screenshot the ones that are not trivially default.
- Keyboard-test the full interaction: Tab order, focus visibility on every step, Esc to dismiss, Enter to commit, arrow-key navigation in composite widgets.
- Contrast-check any color pair using actual rendered values; do not trust the token name.
- Reduced-motion test: toggle
prefers-reduced-motion: reduce and confirm no rejected motion.
- Document deltas to the design system: if a new token, variant, or component pattern was introduced, append it to
DESIGN.md (or the relevant token file) in the same change set. Tokens-without-DESIGN.md updates are silent design-system drift.
STOP. Read references/accessibility-floor.md#verification for the per-ARIA-pattern verification recipes. If Core Web Vitals, motion, fonts, or images are in scope for this surface, also read references/performance.md for the executable pre-ship gate.
Stop condition: Anything in this list that cannot be checked because the surface is not actually runnable is a blocker — say so in the deliverable, do not claim "done."
Anti-Slop Detection Table
Match against every surface. Hits are not nits. Severity drives the response:
- Critical — blocks merge. Accessibility, contract-level failures, broken keyboard or focus contracts.
- Serious — blocks review approval. Visible UX degradation, training-data defaults, design-system drift.
- Moderate — nit that polishes later — unless three or more accumulate on the same surface, in which case treat as Serious.
| # | Pattern | Severity | Symptom | Fix |
|---|
| 1 | VisualSameness | Moderate | Every block looks the same: same card, same radius, same shadow, same gray border | Establish weight hierarchy with size + spacing + contrast; demote secondary blocks to plain text |
| 2 | WeakHierarchy | Serious | Eye lands on the wrong element first (decoration outranking primary action) | One primary action, one focal point per view; demote decoration with neutral color and smaller scale |
| 3 | TextOverflow | Serious | Long strings clip / wrap badly / push layout in responsive sizes | Test with worst-case content (long names, i18n strings 30% longer, zero data); use truncation + tooltip or wrap explicitly |
| 4 | FakeInteractivity | Critical | Looks clickable, isn't (or vice versa); no hover/focus/active states | Match cursor + role + state styling to actual behavior; remove decorative affordances |
| 5 | EmojiSpam | Moderate | Emojis as decoration, mascots in headings, or replacing icons in the design system | Use only icons from the icon set; remove emoji from product UI unless culturally explicit |
| 6 | GradientCrutch | Serious | Gradient backgrounds carrying the entire visual identity | Lean on type + spacing + a restrained palette; reserve gradients for brand moments, not chrome |
| 7 | GlassmorphismAbuse | Moderate | backdrop-filter: blur(...) on everything; legibility damaged | Use blur on at most one elevated surface; keep text on solid backgrounds |
| 8 | GenericIllustration | Serious | Same stock 3D / isometric / "people pointing at laptops" art in every empty state | Use brand-native marks or text-only empty states; explain the data, do not perform delight |
| 9 | DesignSystemDrift | Serious | Raw hex / px values / one-off radii instead of tokens | Replace with tokens; if no token exists, propose one in DESIGN.md |
| 10 | StateMatrixHoles | Critical | Loading / empty / error states missing or copy-pasted from default | Design each state explicitly; loading shows progress, empty explains, error recovers |
| 11 | CenteredEverything | Moderate | Everything center-aligned by default; long text becomes a ragged column | Left-align text by default; reserve center for short headlines, hero blocks, and dialog actions |
| 12 | RandomRadii | Moderate | rounded-xl here, rounded-2xl there, sharp corners on the third card | Pick a radius hierarchy (chip / control / surface / overlay) and apply consistently |
| 13 | GhostFocus | Critical | Focus-visible removed / styled identical to hover / invisible against the bg | Restore :focus-visible; outline ≥ 2px, ≥ 3:1 contrast, offset from the element |
| 14 | MagicNumbers | Moderate | width: 327px, margin-top: 11px, gap: 13px — values not in any scale | Snap to spacing/size scale; rebuild layout from the grid |
Red-Flag Self-Audit
Catch these thought patterns and STOP:
| Thought | What It Means |
|---|
| "The design system doesn't have this exact component" | DesignSystemDrift incoming — propose a token, do not improvise |
| "It's just an internal tool, ship it" | The internal tool is where slop habits become muscle memory |
| "I'll add the loading state later" | StateMatrixHoles — later never ships |
| "The empty state is fine with just 'No data yet'" | GenericIllustration sibling — explain what goes here |
| "We'll skip a11y for v1" | A11y added later is a rewrite, not a polish |
| "Just add a gradient to make it pop" | GradientCrutch |
| "Center it" | CenteredEverything — left-align text by default |
| "Use 12 for the margin, looks better" | MagicNumber — snap to the scale |
| "Add some emoji to make it friendly" | EmojiSpam — friendliness comes from copy, not decoration |
| "The user will figure it out" | Recognition over recall — they should not have to figure it out |
| "Looks good on my screen" | Test mobile + dense data + long strings + reduced motion |
DESIGN.md Integration
This skill is not a DESIGN.md skill. It is a UI craft skill that respects DESIGN.md when present.
On every UI task:
- Locate. Check repo root for
DESIGN.md. Also check packages/ui/, apps/web/, docs/, and .ai/. Treat the first hit as authoritative.
- Read. Load it fully before generating UI. Tokens, components, and don'ts are normative.
- Respect. Never invent values that have tokens. Never override a documented don't.
- Propose, don't rewrite. When a new variant or token is genuinely needed, add it to DESIGN.md as a focused diff in the same change set as the UI work. Do not rewrite the file.
- Bootstrap only when invited. If DESIGN.md does not exist and the user wants UI work to continue, fall back to
references/visual-craft.md defaults and surface the gap as a finding. Defer authoring DESIGN.md to a dedicated DESIGN.md skill or workflow when one exists — do not bootstrap as a side effect of a UI ticket.
STOP. Read references/design-system-integration.md in full when reading or extending DESIGN.md, working with semantic tokens, structuring shadcn/Radix composition, or writing rules-files for AI codegen. The canonical DESIGN.md sections and token discipline live there.
When NOT To Use
- Backend-only work (database, API, infra) — UI craft does not apply
- CLI / TUI design — use
tui-design
- Pure copy edits with no visual change — use a writing skill
- Internal scripts and tooling with no user surface
- Performance optimization that does not change the visual or interaction layer
Error Handling
- No brand authorities found: fall back to
references/visual-craft.md defaults. Mark this in the deliverable. Do not invent brand identity silently.
- Surface cannot be rendered for verification: state explicitly in the deliverable that visual verification is pending. Do not claim "done."
- Conflicting tokens between DESIGN.md and a token file: trust DESIGN.md; flag the divergence as a finding for the user to resolve.
- State matrix exceeds what is reasonable for the surface: prune to the states the surface actually supports, but justify each pruning in the deliverable. Do not silently drop states.
- The skill detects a violation but the user insists on shipping it: record the override in the deliverable as a known-slop hit with rationale. Do not pretend it is fixed.
Bottom Line
Every UI surface is a contract with a user.
Respect the user by drawing from the system.
Respect the medium by completing every state.
Respect the work by refusing slop.
For tonal kinship with the rest of the toolkit, this skill is the UI sibling of no-workarounds: name the failure mode, gate the fix, document the override.
