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Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Backward partner to /flow. Picks the next horizon from inbox + wiki + lessons, writes the reverse path as tagged tasks to TODO.md so /autopilot can pursue it tick by tick. Triggers on: endgame, what's the last move, where are we heading, reverse engineer, work backward.
Run one verified, scored improvement tick and write its receipt. Use when the user asks to improve, make this better, ship one thing, run a tick, or get smarter. `atris improve` alone shows metabolism vitals; use `atris improve tick` to ship work.
Dispatch coding work to an installed terminal agent — Codex, Cursor, Devin, Grok, or Atris Fast — as an interchangeable worker engine. Claude orchestrates: writes the bounded prompt, the engine builds, Claude verifies and lands. Triggers on: use codex, use cursor, use devin, use grok, use atris, engine, dispatch to, worker agent, second opinion build.
Working method distilled from Claude Fable 5 for daily-driver models (Opus, Sonnet). Use at session start, before any multi-step task, or when output feels shallow, hedged, or prematurely "done". Triggers on fable method, think like fable, deep pass.
Use the Render.com CLI v2.x (`render`) to inspect Render services, check CLI auth, list services and deploys, trigger deploys when explicitly requested, and view logs. Use when an agent needs Render CLI commands, non-interactive flags, deploy status polling, or service auto-deploy checks.
Install and use Atris as an on-disk brain for agent work. Use when starting in any repo, navigating code, claiming tasks, proving work, or running missions that should survive the session.
| name | design |
| description | Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look. |
| version | 3.0.0 |
| allowed-tools | Read, Write, Edit, Bash, Glob |
| tags | ["design","frontend"] |
The taste organ of the Atris system. Opinionated: these are Keshav's principles, not general best practices. Prevents ai-generated frontend from looking generic, and improves itself (see "self-improve" at the bottom, it is part of the job, not optional).
Canonical home: atris-cli/atris/skills/design/SKILL.md (this file, git-tracked). atris sync stamps it into every workspace's atris/skills/ and .claude/skills/. Edit HERE, never a downstream copy: sync will clobber anything written elsewhere.
atris/MAP.md for existing patterns before buildingatris/policies/design-seed.md first if it exists: it has the project's unique visual identity (fonts, colors, spacing, motion). This is the design DNA. Do not override it with defaults..atris/theme.json if it exists: brand colors and fonts are already decided, use them.atris/policies/atris-design.md for full anti-slop guidancenpm run audit:design in atrisos-web, atris slop elsewhere) before claiming done.Typography: avoid inter/roboto/arial/system fonts. pick one distinctive font, use weight extremes (200 vs 800). size jumps should be dramatic (3x). use clamp() for fluid sizing. use ch units for measure (max-width: 65ch).
Font alternatives: instead of Inter: Instrument Sans, Plus Jakarta Sans, Outfit. Instead of Roboto: Onest, Figtree, Urbanist. Editorial: Fraunces, Newsreader, Lora.
Color: commit to a palette. use OKLCH for perceptually uniform colors. tint your neutrals toward your brand hue (never pure gray). never put gray text on colored backgrounds. never use pure black (#000) or pure white (#fff). avoid the AI palette: cyan-on-dark, purple-to-blue gradients, neon accents on dark.
--brand: oklch(65% 0.2 250);
--gray-100: oklch(95% 0.01 250); /* tinted, not pure gray */
Layout: break the hero + 3 cards + footer template. no card-in-card nesting. no identical card grids. asymmetry is interesting. dramatic whitespace. use container queries for component-level responsiveness. fluid spacing with clamp().
Motion: one well-timed animation beats ten scattered ones. use exponential easing (cubic-bezier(0.25, 1, 0.5, 1)), never bounce/elastic. 150-300ms duration. only animate transform and opacity. always respect prefers-reduced-motion. no cursor-following lines, no meteor effects, no buttons that chase the cursor. no pulsing or glowing live-status dots, no looping ambient animations.
Interaction: progressive disclosure: start simple, reveal complexity. optimistic UI: update immediately, sync later. every interactive element needs ALL states: default, hover, focus, active, disabled, loading, error, success. don't make every button primary.
Hover: make elements feel inviting on hover (brighten, subtle scale 1.02-1.05). never fade out, shift, or hide content behind hover. hover doesn't exist on mobile. no hover lift: a translate-y shift or a scale past 1.05 on every card is the generated-card reflex; the shift breaks the never-move-content rule and the big grow reads as a template.
Scroll: never override native scroll. use "peeking" (show a few px of next section) instead of full-screen hero + scroll arrow.
Responsive: mobile-first. touch targets 44x44px minimum. no text under 14px on mobile. no horizontal scroll. container queries over media queries for components. adapt, don't amputate.
Accessibility: 4.5:1 contrast for text, 3:1 for UI (WCAG AA). visible focus indicators always. semantic HTML. never use color alone as an indicator. keyboard nav with logical tab order.
Hero (H1 test): must answer in 5 seconds: what is it, who is it for, why care, what's the CTA.
Assets: high-res screenshots only. no fake dashboards with primary colors. no decorative non-system emojis.
Backgrounds: add depth. gradients, patterns, mesh effects. flat = boring. but no glassmorphism everywhere, that's AI slop.
Hierarchy: 2-3 text levels max. don't mix 5 competing styles.
No all-caps. ever. never use the uppercase tailwind class, text-transform: uppercase, or shout-cased copy on eyebrow labels, section headers, buttons, badges, or anywhere else. random capitalized text mid-page reads as average ai-generated slop. if you need a quiet eyebrow label, reach for a smaller size (text-[11px]) or a muted color, never caps. write labels in sentence case ("Active tasks", not "ACTIVE TASKS") and let copy render as authored.
Copy: no em dashes (the character, U+2014) anywhere in UI copy. no hedge words, no hype adverbs (the "-lessly" family). plain sentences a human would type.
Visual anti-patterns: no glassmorphism, no gradient text, no sparklines as decoration, no rounded-rect-with-colored-border, no large icons with rounded corners above headings, no pastel-tinted rounded icon tile above a feature heading (a small light-colored square holding an icon, repeated down a feature grid; the generated feature-card reflex), no hero metric layout (big number + small label), no modals unless truly necessary, no all-caps eyebrows/labels/headers, no status-dot-plus-eyebrow hero kickers (a pulsing/colored dot next to a small caps/mono label above the headline; keshav's #1 named slop pattern. if a section needs a kicker at all, plain sentence-case text with no dot), no "claude beige" off-white backgrounds, no instrument serif overuse (the new AI tell), no generic flat tinted backgrounds, no near-black slate or gray hero gradient fading into black (the dark premium SaaS template look), no colored glowing drop shadow under buttons or cards (a tinted neon glow, e.g. a purple or blue shadow; keep shadows soft and neutral), no bright two-color gradient fill on buttons or badges (a saturated gradient across different hues like pink to orange or blue to cyan; use one solid brand color), no giant blurred gradient orb glowing behind the hero (the aurora-blob background: a huge soft-blurred colored blob absolutely positioned behind the fold; reads as a template).
Designers beat engineers at AI prompting because they own craft language. Name the move precisely: "tighten vertical rhythm," "increase negative space," "make hierarchy bolder here, quieter there." Vague prompts = vague output. Core terms: vertical rhythm, negative space, bolder/quieter, affordances, meta-design, conviction. When the operator's wish is fuzzy, translate it into this vocabulary before building, and say the translation out loud so the operator can correct it.
Use AI to raise the floor (automate the mechanical 80%: scaffolding, grids, state matrices). Spend human attention on the ceiling (last 10-20%: taste, instinct, the unexpected choice). Cognitive delegation, not surrender. AI routes you there; you make the final call.
Design for AI agents as users, not just humans. Agents can't see your buttons. They need: speed, clarity, structured output, verbose errors with next steps, edge case coverage, agentic affordances (llms.txt, clear --help, stable exit codes).
Iterating toward "slightly better" = local maximum (safe, forgettable). Great design is a bet on a global maximum. AI makes the local-max trap worse: you converge on average faster. Subtraction over addition: the strongest move is often deleting something.
Models have gravity wells (purple gradients, instrument serif, claude beige). Escape them deliberately: name what you don't want, seed with a specific reference, inject a constraint (monochrome, one font weight), rotate your defaults between projects.
Taste emerges from constraints. Pick constraints before starting: one font, two colors, three spacing values. Infinite options produce the distribution center.
"if you showed this to someone and said 'AI made this,' would they believe you immediately? if yes, that's the problem."
Fingerprints: inter/roboto, purple-to-blue gradients, cyan-on-dark, glassmorphism, gradient text, hero metrics, identical card grids, bounce easing, dark mode with neon, sparklines as decoration, rounded rectangles with drop shadows, "claude beige" off-white backgrounds, instrument serif overuse, generic flat tinted backgrounds, all-caps eyebrow labels appearing out of nowhere.
Every entry: id, rule, detector, status. A detector is a regex/command a gate can run, or judgment if only a model can catch it. graduated means a deterministic gate now enforces it (design-gate.mjs in atrisos-web, atris slop in atris-cli); the lesson stays here as the memory of why.
| id | rule | detector | status |
|---|---|---|---|
| D1 | no purple/violet/fuchsia/lavender palettes | banned-palette class scan | graduated (design-gate) |
| D2 | no hardcoded neutral tailwind classes, tint toward brand | zinc/gray/neutral/slate class scan | graduated (design-gate) |
| D3 | no all-caps labels anywhere | uppercase class scan | graduated (design-gate) |
| D4 | custom components only, no shadcn/radix primitives | radix import scan | graduated (design-gate) |
| D5 | no pulsing status dots outside loading skeletons | pulse class scan outside loading/skeleton files | graduated (design-gate) |
| D6 | no arbitrary hex in color utilities, use brand vars | hex-in-color-utility scan | graduated (design-gate) |
| D7 | no em dashes in UI copy or prose | U+2014 scan | graduated (atris slop) |
| D8 | no claude-beige backgrounds, no instrument serif as default | judgment | active |
| D9 | fuzzy wish gets translated to craft vocabulary and echoed back before building | judgment | active |
This skill compounds or it dies. The contract, every frontend session:
scripts/design-gate.mjs CATEGORIES in atrisos-web, atris slop rules in atris-cli), then mark the row graduated. The gate is the enforcement; the row is the memory.atris sync in each workspace (or wait for the pulse tick) to propagate. Writing to a downstream copy is a lost write.prefers-reduced-motion?npm run audit:design / atris slop)atris/policies/atris-design.mdatris/MAP.mdatris/PERSONA.md