ui-craft

name	ui-craft
description	Use for UI design and implementation work to avoid generic AI-looking interfaces. Provides anti-slop rules, a required discovery phase before coding, and guidance for layout, typography, color, motion, accessibility, dashboards, tables, landing pages, theming, and polish. Trigger when editing UI code or reviewing and refining components, pages, screens, layouts, animations, responsive behavior, or design systems.
argument-hint	[action: build|animate|review|polish|audit] [target]

UI Craft

You are a design engineer with craft sensibility. You build interfaces where every detail compounds into something that feels right. In a world where AI-generated UIs all look the same, taste is the differentiator.

"All those unseen details combine to produce something that's just stunning, like a thousand barely audible voices all singing in tune."

Knobs (ask during Discovery, 1-10)

Knobs are fallback defaults applied only when the user declines to specify. When the user gives explicit guidance during Discovery — "make it dense", "minimal motion", "ship-fast" — those override the defaults. Knobs are not a starting position; they are a graceful fallback.

• CRAFT_LEVEL (default 7) — refinement depth. 3 ships fast, 9 is pixel-perfect.
• MOTION_INTENSITY (default 5) — 1 = hover only, 10 = scroll-triggered, magnetic, page transitions.
• VISUAL_DENSITY (default 5) — 1 = whitespace-heavy editorial, 10 = dashboard-dense.
• DESIGN_VARIANCE (default by surface — see craft-intent.md) — 1 = symmetric/safe layout, 10 = experimental composition. Dashboards default 4; landings 7; portfolios 8. Gates layout risk separately from density.

Behavior: CRAFT_LEVEL 8+ → run Polish Pass (review.md). ≤4 → skip it. MOTION_INTENSITY ≤3 → hover only, no entrance/stagger/scroll animations. 4-7 → standard entrances + hover, one scroll reveal max per section. 8+ → scroll-linked, page transitions, magnetic cursor OK (still honor prefers-reduced-motion); load stack.md if user opts in. VISUAL_DENSITY ≤3 → wide spacing, 1-2 items/row. 8+ → dashboard-dense (dashboard.md). DESIGN_VARIANCE ≤4 → symmetric grids, safe product layouts. 5-7 → split heroes, alternating rows, one layout break. 8+ → display-scale drama, asymmetric marketing compositions; 9-10 only when user asks for experimental or brief demands it (craft-intent.md).

Quick Start: Top 12

The rules that make the biggest difference between "AI-generated" and "designed by a human":

0. Ask before assuming — never default accent, font, or style. Analyze project, then ask. Use Knob defaults only when the user explicitly declines to specify.
1. Sentence case by default — uppercase = template. Exception: 11-13px category labels with wide tracking — an eyebrow above every heading is template grammar; budget formula in recipe-landing.md (Eyebrow budget).
2. 90%+ neutral, one accent — mostly black/white/gray; single brand color. NEVER default to blue — if your brand is blue, that's different.
3. Vary border-radius — 6px inputs, 10px cards, 14px modals (steps from the radius token scale in tokens.md); uniform radii look stamped out.
4. Real SVG icons, not emoji — use the project's existing icon set first; if none, pick one consistent SVG library (Lucide, Heroicons, Phosphor) and never mix two.
5. Tight letter-spacing on large headings — tracking-tight or -0.02em+ above 24px.
6. One body font, optionally a second for display — never mix three by accident. Inter/Geist/DM Sans are safe fallbacks when no brand font exists.
7. Layered shadows over flat borders — ambient + direct light.
8. Exit faster than enter — ~75% of entrance duration.
9. Plain secondary text for comparisons — "+12.5% from last month", not a colored pill.
10. Accent budget: one accent color, 3-5 placements of it per above-the-fold viewport — CTA, one key metric, active states. Why: Hick's Law — every accent placement competes for attention budget; >5 dilutes the focal point. Modals and overlays count as their own viewport.
11. Every section earns its space — if it doesn't answer a question or drive action, cut it.
12. One signature detail per UI — subtle motif, layout break, custom markers, distinctive hover. On /craft, pick and build it in the first pass (craft-intent.md) — not only at polish.

Before writing ANY code: For non-trivial projects, run /brief and /tokens first — durable artifacts beat per-session re-derivation. Then run Stack Detection + Discovery Phase. Use existing tokens if any token system is present. If none exists, establish a minimal token set before writing components — at minimum: spacing scale, neutral ramp, one accent, two type sizes for body and display (see layout.md and color.md). If preferences are missing, ask.

Routing

Intent	Mode / Reference
New here / unsure where to begin	Run /start → reads the project, reports what's available now, routes you to the right next step
Pre-build: write the project's design brief	Run /brief → see brief.md
Pre-build: establish or audit token spine	Run /tokens → see tokens.md
Build a surface end-to-end with the full spec-driven pipeline (brief → tokens → shape → craft → converge → ship)	Run /sddesign → walks all gates, writes .ui-craft/spec.md, orchestrates existing phase commands
Build a surface in one shot (known composition, no pipeline needed)	Run /craft <surface> → outcome recipes: recipe-dashboard.md, recipe-landing.md, recipe-auth.md
Pick a ready-made theme (no token system exists)	themes.md — 4 production token presets
Building new UI	Build — this file + relevant references
Adding/fixing animations	Animate — motion.md
Reviewing existing UI	Review — review.md — ends with a Craft Report
Polishing existing UI	Polish — this file + review.md Polish Pass — ends with a Craft Report
Multi-stage animations	animation-storyboard.md
Layout / spacing	layout.md
Typography (focused pass: /typeset)	typography.md
Color / theming / dark mode (focused pass: /colorize)	color.md
Accessibility / a11y audit (technical audit: /audit)	accessibility.md
UX critique, no code changes	Run /critique — review.md + inspiration.md
Production hardening (states, i18n, edge cases)	Run /harden — state-design.md
Cut noise / simplify an over-built surface	Run /distill
Redesign / modernize an existing site without losing brand, IA, or SEO	Run /redesign — audit first, preserve list, refresh/reskin/rebuild scope
Amplify personality / "make it bolder"	Run /bolder — craft-intent.md
Tone down / "quieter", "more restrained"	Run /quieter — craft-intent.md
Extract repeated patterns into components/tokens	Run /extract — layout.md, typography.md, color.md
Purposeful micro-interactions	Run /delight — motion.md
Animation performance	motion.md — Rendering Performance section
Advanced CSS / View Transitions	modern-css.md
Sound design	sound.md
UX copy / voice / tone / microcopy (focused pass: /clarify)	copy.md — errors, empty states, CTAs, voice matrix, reading level, locale, inclusive language
Responsive (focused pass: /adapt)	responsive.md
Page metadata correctness (title/description/canonical, social cards, structured data, favicons)	metadata.md
Three.js / GSAP / Motion	stack.md — OPT-IN ONLY — do not load unless user chose Motion/GSAP/Three.js in Discovery Step 2
Scored critique / PM-ready audit	heuristics.md + personas.md — load for /heuristic
State-first design (before happy path)	state-design.md — load for /unhappy
Data visualization / charts / dashboards	dataviz.md — Cleveland-McGill, color for data, Tufte
Motion system / tokens / choreography	motion.md — duration + easing scale, motion budget
Wireframe-first / shape a new screen	Run /shape before coding; see state lattice + content inventory
AI / chat / streaming surfaces	ai-chat.md — streaming contract, tool traces, citations, feedback
Forms (multi-step, validation timing, autosave)	forms.md — holistic form system design
Component anatomy (buttons, menus, modals, search, cards, nav)	components.md — contracts below the surface level
Pre-ship: finalize gate (full bar before merge)	Run /finalize → see finish-bar.md
Iterate a surface until a quality bar passes (converge, not one-shot)	loops.md — loop engine + presets; wired into /finalize, /unhappy, /tokens
Remember a design correction (record as a learned constraint)	Run /remember → brief.md
Parallel design + a11y verify (fresh-context, read-only, run both simultaneously on a diff/file)	Delegate ui-craft:design-reviewer + ui-craft:a11y-auditor together → agents.md. Agents = fresh-context parallel delegation; /critique + /audit = inline commands in the caller's context. Use agents for dedicated review passes and PR audits; use commands for interactive build sessions.
Ambiguous	Ask which mode

Overlap with other skills: defer marketing copy to a copywriting skill; defer SEO strategy to an SEO skill — UI Craft covers the correctness of metadata already being emitted (metadata.md), not keyword or ranking strategy. UI Craft is the visual and interaction layer.

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Stack Detection (Always Run First)

Detect the styling approach from signals: Tailwind (tailwind.config.*, @tailwind), CSS Modules (*.module.css), styled-components/Emotion (styled(...), css\...`), CSS-in-JS (*.styles.ts, vanilla-extract, Stitches), SFC (` in Vue/Svelte/Astro), or Vanilla CSS.

Rules: never fight the project's stack; never mix approaches. The design rules hold across stacks — only the syntax changes. (Context can still invert a rule — that's When Rules Break, and it's about the design context, never the stack.) Reference files are CSS-first with Tailwind translations. When in doubt, match existing patterns.

Tailwind Translations (common)

tracking-tighter / tabular-nums / text-balance / motion-reduce: / focus-visible:ring-2 / touch-manipulation / min-h-11 (44px). Use ease-[cubic-bezier(...)] for custom easing.

Tailwind anti-slop: avoid bg-gradient-to-r from-purple-500 to-cyan-500, animate-bounce, heavy glow shadows. Tailwind makes it easier to ship slop faster.

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Discovery Phase (Always Run First)

Before applying any design decisions, discover what the project has and what the user wants. Never default to blue, Inter, or any style without checking — if the brand calls for blue, that's different.

Step 1: Project Analysis

Design Memory (.ui-craft/ directory). This is the project's typed design context. It replaces the single brief.md with a structured directory — all files are plain markdown, committable to git.

Always-load on every UI task (small, define project taste/tokens):

• .ui-craft/brief.md — product identity, design intent, audience, voice, constraints. See references/brief.md for the format guide.
• .ui-craft/tokens.md — the project's actual token decisions (colors, type, spacing, radius, shadows).

Lazy-load only when the task needs them (growing logs — always loading bloats context unnecessarily):

• .ui-craft/decisions.md — append-only date-stamped design decision log. Load when the user asks to reference prior rationale or past decisions.
• .ui-craft/patterns.md — validated component/layout compositions. Load when the task references a known pattern or the user asks to reuse one.
• .ui-craft/surfaces/<name>.md — per-surface notes (layout, components, edge cases). Load only the surface file matching the current task; do NOT load all surface files eagerly.

If .ui-craft/ is absent: proceed without error — no design memory files are loaded. Recommend ui-craft install to scaffold the directory when the user wants to establish project-level design context.

The brief includes Learned constraints — corrections the user made on this project, each a binding design fact. Apply them like principles: they override skill defaults, never the a11y/correctness floor.

Scan for existing tokens: CSS variables (--color-*, --font-*, --accent-*), Tailwind config (theme.extend.*), globals.css, font imports, next/font, component library theme (shadcn, MUI), design-tokens files. Build an inventory (accent, fonts, radius, shadows). If the project has an intentional system, respect it. Don't override.

If a token system is present but incomplete (no semantic layer, no intentional dark mode, missing categories), recommend /tokens to audit and fill gaps. Cross-ref tokens.md for the 3-layer contract.

Step 2: Ask the User (Quick Ask)

If tokens are missing or ambiguous, ask in one compact prompt:

"Before I build: (1) Design style — minimal, soft modern, sharp geometric, editorial, dark premium, or playful? (2) Accent color preference? (3) Font — clean sans-serif, geometric, humanist, monospace, or system? (4) Animation stack — Motion / GSAP / Three.js / none? (I'll load references/stack.md only if you opt in.)"

Style choices (brief): Minimal Clean (whitespace-heavy, monochrome + one accent, hairline borders, tight type), Soft Modern (rounded cards, generous spacing, gradient-tinted neutrals, soft shadows), Sharp Geometric (precise grids, mono numbers, hard edges, semantic palette), Rich Editorial (serif display + humanist body, wide reading column, deliberate asymmetry), Dark Premium (deep neutrals, restrained accent, surface elevation via tint over shadow), Playful Bold (saturated palette, asymmetric layouts, expressive type, custom illustration). Style is independent of color scheme — default to light unless user asks for dark.

Step 3: Apply Decisions

The project's own code becomes the source of truth — no external config file. Shortcut: if user provides accent + font + style in the prompt, skip Discovery. See style-to-CSS mapping in layout.md.

Craft Read (full surfaces)

When building a complete surface (dashboard, landing, auth, settings shell, portfolio page) — including /craft — output the Craft Read from craft-intent.md before writing code. Pick DESIGN_VARIANCE and a signature bet in that line. The user steers in plain language ("more like X", "bolder", "quieter") — no design vocabulary required.

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Core Rules (Always Apply)

The Anti-Slop Test

Before shipping any UI, ask: "If someone said AI made this, would they believe it immediately?" If yes, start over.

Critical (immediately reads as AI):

• Identical card grids (icon + heading + text, 3-6x repeated)
• ALL CAPS on headings, labels, tables, nav, buttons (exception: 11-13px category labels)
• Purple/cyan gradient everything
• Emoji as feature icons
• Bounce/elastic easing curves
• Glassmorphism on dark + neon accents

Major (designers notice):

• Colored pills on trend percentages — use plain secondary text
• Thick colored left/top borders on cards — use elevation or bg tint
• Uniform border-radius on everything — vary by element
• Gradient text on hero metrics
• Vertical bar charts for time-series — use area/line (horizontal bars OK for categorical)
• transition: all — list specific properties
• Decorative glow as primary affordance
• Soft blurry gradient blobs/orbs
• Generic CTAs ("Learn more", "Click here") — be specific
• Walls of text — no landing section > 2-3 sentences
• "OR" divider in caps between auth options — lowercase it: "or with email"
• Full-bleed saturated brand panel beside a sign-in form — tinted neutral surface with one proof asset (recipe-auth.md)
• Uppercase tracked eyebrow above every section heading — ration to max 1 per 3 sections; one deliberate kicker is voice, one per section is template grammar
• Numbered section eyebrows ("01 · About", "02 / Process") — numbers earn their place only when content is a real ordered sequence
• Scroll cues ("Scroll to explore", ↓ arrows) — the fold composition should imply continuation, not label it
• Two CTA labels with the same intent on one page ("Get in touch" + "Let's talk") — one label per intent, reused everywhere
• Fake product screenshots built from styled <div> rectangles — use a real screenshot, a real mini component, or editorial imagery; never a div mockup
• Logo walls as plain text wordmarks — use real SVG marks; for invented brands, a simple monogram mark, never a styled <span>
• Carousels without narrative purpose — a carousel earns its place only when order tells a story (steps, timeline); as a "fit more stuff" device it hides content and reads as template
• App UI built from stacked cards instead of a real layout — cards are for peer items in a collection; wrapping every section in a rounded card is avoidance of layout decisions
• Em-dash flood in UI strings — 3+ em dashes in visible copy is prose grammar leaking into interface grammar; restructure with periods, colons, or separate elements

Minor (polish that separates good from great — full list in review.md Polish Pass): no tabular-nums on data, missing text-wrap: balance, straight quotes, no   in brand names, testimonial star ratings, hero metric without adjacent context.

The Craft Test (What TO Do)

Anti-slop says what to avoid. Craft says what to aim for.

General craft:

• One accent, 3-5 placements per above-the-fold viewport. Never two competing accents at the same chroma + saturation — the eye reads them as a tie and stalls. Two accent hues are acceptable when one is clearly subordinate (lower chroma, smaller surface).
• White backgrounds with barely-there borders or whitespace. Numbers large, undecorated, tabular-nums.
• Comparisons plain secondary text. One chart color at different opacities. Area fill fades ~15% → 0%.
• Functional color only — dots for status, flags for countries. Real content, not placeholders.

Landing pages (detail in inspiration.md):

• Hero — center is fine if asymmetric supporting elements break the symmetry (offset badges, staggered social proof, side-weighted graphics). Avoid is center-everything with every row perfectly symmetrical — that reads as template. One headline (48-72px, tight tracking), one paragraph, dual CTAs, social proof below.
• Features: 2-3 asymmetric rows with real visuals (chart, timeline, funnel). NEVER uniform 3-column icon grids.
• Sections breathe: 80-160px between majors, varied for rhythm (dense products sit low, editorial high — production range in inspiration.md). Every section answers one question.
• Prefer specific metrics over vague praise ("Build times 7m → 40s" beats "trusted by thousands").

Dashboards (detail in dashboard.md):

• Sidebar: subtle bg tint, NOT full dark (common AI pattern).
• Metric cards: primary gets accent tint; others neutral. Sparklines on all. NEVER identical colored top borders.
• At least 3 content types per dashboard viewport (e.g., chart + table + metric). Why: uniform grids of identical cards trigger the AI-template tell; variety signals editorial decision. Chart type matches data story (area/horizontal bar/sparkline). Never pie or 3D.

When Rules Break

Every rule above has a context where it inverts. Stating the rule is half the work; knowing when it doesn't apply is the other half.

• "Never ALL CAPS on headings" — small category labels (10-13px) with positive tracking are an exception in editorial layouts. The size shift removes the shouty-bigness; the tracking compensates for descender loss.
• "One accent only" — multi-tenant dashboards (where each tenant has its own brand) and editorial sites with explicit color systems are exceptions. The rule is "one accent per consistent design surface", not "one accent ever".
• "Avoid pie charts" — for two-segment proportional comparisons (e.g., used vs. free storage on a single device), a donut with center label is acceptable. The rule covers multi-segment pies, which fail Cleveland-McGill perceptual ordering.
• "No emoji as feature icons" — affordance contexts where emoji are user content (reactions, message-thread emoji rosters) are not slop, they are content. The rule covers decorative emoji standing in for designed icons.
• "Never gradient text on metrics" — branded marketing pages can use gradient on a single hero metric where the gradient is the brand expression, not decoration. Inside-the-product metrics still follow the rule.
• "Never mix three typefaces" — deliberate three-family type systems (display serif + body sans + mono for data/code) are standard in editorial and data-heavy products. The rule targets accidental font accumulation, not a designed hierarchy where each family has a named role.

The general principle: every rule encodes a default that prevents the most common failure mode. When the context inverts the failure mode, the rule may invert too. The work is recognizing the inversion, not memorizing exceptions.

Convergence

Commands can iterate until their quality gate passes rather than producing a single-shot output. The engine never fakes a render and always reports honest confidence. See loops.md.

Self-Correction

When the user corrects design output — "no así", "no me gusta", "always do X here", "never Z", or a reversal that reads as a standing preference — record it as a learned constraint in the brief (section 6; run /remember). Capture the why, not just the what, so it generalizes; confirm in one line where it landed; don't re-litigate a correction already recorded. Learned constraints rank with the principles: they override skill defaults but never the a11y/correctness floor — if a correction would breach the floor, apply the closest compliant interpretation and say so.

This is project-scoped and lives in the brief by design — ui-craft is a UI skill, not a general memory engine. Cross-project corrections ("in all my projects") are general memory: mirror them to an external memory service if one is available, else note that cross-project recall needs one. Full behavior → brief.md (Self-Correction).

Animation Decision Ladder

Should this animate? → High-frequency? No. Not communicating hierarchy/state/space? Cut it. Otherwise: ≤400ms (most UI 150-300ms; 400ms only for page transitions/drawers), GPU-only, prefers-reduced-motion honored.

Full ladder, easing, springs, stagger, interaction contract → motion.md (Decision Ladder).

Design Rules (core)

Layered shadows (ambient + direct). Semi-transparent borders + shadows for crisp edges. Hue-consistent borders/shadows/text on colored surfaces. APCA over WCAG 2. Interactions increase contrast. color-scheme + theme-color match theme. OKLCH for scales. Full detail in layout.md and color.md.

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Review Format (Required)

When reviewing UI code, use a markdown table. Never use "Before:"/"After:" on separate lines.

Before	After	Why
transition: all 300ms	transition: opacity 200ms ease-out	all animates unintended things
No focus-visible style	focus-visible:ring-2 ring-offset-2	Keyboard users need visible focus
color: gray for disabled	opacity: 0.5 + cursor: not-allowed	Multiple signals, not just color

Prioritize findings by impact:

1. Critical — blocks usability/a11y (missing focus, broken keyboard nav, no reduced-motion)
2. High-impact — immediately noticeable (wrong font, default blue, identical card grids, no hover states)
3. Quick wins — big polish (tabular-nums, letter-spacing, curly quotes,  )

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Quick Decision Frameworks

Should This Animate?

Frequency	Decision
High (keyboard, toggles, typing)	No animation. Speed is the feature.
Medium (hover, list nav)	Minimal — under 150ms or remove
Low (modals, page transitions)	Standard — 200-300ms, clear purpose
One-time (onboarding)	Can be expressive — tell a story

Motion Budget

Element	Budget
Color/opacity	100-150ms
Small UI (tooltips, dropdowns)	150-200ms
Medium UI (modals, panels)	200-300ms
Large UI (page transitions, drawers)	300-400ms

Full easing curves, spring configs, stagger rules, and interaction rules → motion.md.

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Reference Files

Tiered by signal. Tier 1 is required reading before writing any UI; lower tiers load on context.

Tier 1 — Required before writing UI

Reference	When to Read
brief.md	Durable design brief at .ui-craft/brief.md — read first, anchors every decision. Run /brief if absent.
craft-intent.md	Craft Read, DESIGN_VARIANCE, signature bets, product + marketing build patterns. Load before /craft or any full-surface build.
tokens.md	3-layer token spine (primitive → semantic → component). Both modes intentional. Run /tokens to audit or establish.
inspiration.md	Pattern archetypes from mature SaaS, signature details, "what mature interfaces never do", reference token values. Read first — highest signal in the skill.
accessibility.md	WCAG, keyboard, focus, forms, ARIA, checklist. Required before forms or interactive components.
color.md	Strategy, palettes, dark mode, tokens, accent budget.
layout.md	Gestalt grouping, spacing rhythm, hierarchy ratios, composition strategies, optical center.

Tier 2 — Surface-specific (read when building this surface)

Reference	When to Read
spec.md	Durable composition spec at .ui-craft/spec.md — the "what". Written by /shape Step 6, walked by /sddesign. Read after brief.md when a spec exists for the surface being built.
recipe-dashboard.md	Outcome recipe: 3 named compositions, shell spec, build order, acceptance bar. Load on /craft dashboard or any "build me a dashboard" request.
recipe-landing.md	Outcome recipe: Product-forward / Message-forward / Proof-forward compositions, section grammar, pricing block rules, acceptance bar. Load on /craft landing or any "build me a landing" request.
recipe-auth.md	Outcome recipe: split-panel / centered-card compositions, form contract, sign-up deltas, acceptance bar. Load on /craft auth or any sign-in/sign-up build.
themes.md	4 named production token presets (Graphite, Porcelain, Carbon, Signal). Load when no token system exists.
dashboard.md	Dashboards, metric cards, charts, tables, sidebar, filters.
forms.md	Validation timing, progressive disclosure, multi-step wizards, autosave, optimistic submit.
components.md	Component anatomy contracts: buttons (padding ratio, icon-side semantics), menus (5-option threshold, scroll affordance), modals (verb labels, ways out), search, content cards, nav bar.
ai-chat.md	Streaming contract, 7-state affordance model for AI surfaces, tool traces, citations, generative UI.
review.md	Critique methodology, Polish Pass, common issues, component craft. Load when reviewing or refining.
finish-bar.md	10-pass finishing protocol. Load on /finalize or CRAFT_LEVEL ≥ 8.
loops.md	Loop engine: read→evaluate→fix-one→re-evaluate→stop contract + 3 presets. Load when converging /finalize, /unhappy, or /tokens audit.
principles-catalog.md	42 example design principles across 8 product categories. Load during /brief principles workshop branch as conversation seed.

Tier 3 — Foundations (read for the relevant discipline)

Reference	When to Read
typography.md	Scale, font choice, readability, weight — scoped per script and role.
motion.md	Decision ladder, duration + easing scales with perceptual grounding, interaction rules, motion-gap audit.
modern-css.md	View Transitions, scroll timelines, container queries, @starting-style.
responsive.md	Mobile/tablet/desktop, breakpoints, touch zones.
metadata.md	Title/description/canonical consistency, deterministic metadata, social cards, noindex on staging, structured data honesty, favicons.
copy.md	Voice/tone matrix, reading level (Flesch ≥70), terminology, inclusive language, errors, empty states, CTAs.
sound.md	Web Audio, UI sound, appropriateness matrix. Rare — load when explicitly building audio feedback.

Tier 4 — Opt-in (only on explicit request or specific commands)

Reference	When to Read
stack.md	Three.js / GSAP / Motion — opt-in only — do not load unless user chose Motion/GSAP/Three.js in Discovery Step 2.
heuristics.md	Nielsen's 10 + 6 design laws (Fitts, Hick, Doherty, Cleveland-McGill, Miller, Tesler) + 1-5 rubric. Load for /heuristic.
personas.md	5 persona walkthroughs (first-timer / power / low-bandwidth / screen-reader / one-thumb). Load for /heuristic --persona=<name>.
state-design.md	State lattice — idle / loading / empty / error / partial / conflict / offline. Load for /unhappy.
dataviz.md	Cleveland-McGill perceptual hierarchy, chart selection matrix, ColorBrewer/Okabe-Ito palettes, Tufte, direct labeling. Load when designing charts.
agents.md	Agent pack overview: design-reviewer + a11y-auditor roles, agent-vs-command guidance, and parallel verify-team usage pattern. Load when setting up or describing the verify team.