design-workflow
Anti-AI-generic design guidelines. Use when creating UI prototypes, reviewing designs for generic AI patterns, or setting up a project design system.
How do I install this agent skill?
npx skills add https://github.com/c0x12c/ai-toolkit --skill design-workflowIs this agent skill safe to install?
- Gen Agent Trust Hubpass
This skill provides design guidelines and checklists to ensure UI prototypes follow project-specific design systems and avoid generic AI-generated aesthetic patterns. It does not contain any executable code or risky operations.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
Design Workflow Skill
Guidelines for making UI designs that don't look AI-generated. These rules apply to any design work — prototypes, design docs, or UI code.
What This Skill Does
- Teaches how to avoid "generic AI" design patterns
- Provides a checklist for design quality
- Guides component-by-component design approach
- Sets prototype quality standards
Rule 1: Use the Existing Design System
NEVER invent new colors, fonts, or spacing. Always use what the project defines.
What to Read FIRST
.planning/design-config.md— project colors, fonts, spacing, brand identity- The theme files listed in design-config — actual CSS tokens
- Existing components in the codebase — match their patterns
Key Points
- Use EXACT hex values from the project palette (not Tailwind defaults like
bg-blue-500) - Use the project's font — don't swap in Inter, Poppins, or Space Grotesk
- Use the project's border radius and shadow values
- Reference CSS variables or tokens — don't hardcode
Rule 2: Avoid Generic AI Patterns
These patterns scream "AI made this" — avoid them ALL:
Colors
- Don't use colors outside the project palette
- No random purple/violet gradients (the #1 AI cliche)
- No neon colors or rainbow gradients
- No gray-on-gray with no accent color
- Use the project's accent color — that's what makes it unique
Layout
- No centered-everything-with-max-width-on-every-section
- No hero with a giant gradient blob behind text
- No three-column feature cards with icons that all look the same
- No 50/50 split with image on right, text on left (for every section)
- Break the grid sometimes — asymmetry is more interesting
Typography
- No single font size for everything
- Create clear hierarchy: big headings, medium subheads, small body
- Use font weight contrast
- Don't center-align long text blocks
Components
- No rounded rectangles that all look identical
- Give cards visual variety — different sizes, featured vs normal
- Buttons should have clear primary/secondary/ghost hierarchy
- Don't use icons for everything — sometimes text is better
Copy
- No generic marketing fluff ("Unlock your potential", "Take it to the next level")
- Be specific — use real feature names and real numbers
- Match the tone from design-config's Design Personality
Rule 3: Design Component by Component
Don't design a whole page at once. Build pieces, then compose.
Order of Work
- Design tokens — Confirm colors, fonts, spacing from existing theme files
- Base components — Button, Card, Badge, Input (small, isolated)
- Composite components — Nav bar, Sidebar, Hero section, Feature card
- Full screens — Compose components into pages
- States — Add loading, empty, error states to each component
- Responsive — Adjust each screen for mobile/tablet/desktop
Rule 4: Use Visual References
When references are given:
- Study what makes it look good (layout, color, typography, whitespace)
- Take inspiration, don't copy — match the quality level, not the exact layout
- Apply to the project's design system
When NO references are given:
- Check Reference Apps in design-config
- Focus on whitespace — more space = more premium
- Use accent color sparingly — max 10-15% of the screen
- Make one thing big and bold per section (hierarchy)
Rule 5: Prototype Quality Standards
Must Have
- Exact colors from the project theme files
- Real fonts loaded
- Proper spacing (not random padding everywhere)
- Real content (not "Lorem ipsum")
- All states visible (loading, empty, error, success)
- Responsive: works at 375px, 768px, 1440px
Must NOT Have
- Placeholder images or stock photo URLs
- Default Tailwind colors
- Missing hover/focus states
- Broken layout at any viewport
- Text that's hard to read (check contrast)
Review & Checklists
See checklists.md for the self-check, critic review checklists, and design-implementation mismatch troubleshooting.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/c0x12c/ai-toolkit/design-workflow">View design-workflow on skillZs</a>