Atlas / Skills / tech-leads-club / Frontend Design

Frontend DesignSAFE

skills/tech-leads-club/frontend-design

The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.0.0
Hosts
—
License
NOASSERTION
Stars
7,038
01

Overview

The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.

Read from source at commit 069343ba7895OBSERVED · 2026-10-07
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: frontend-design
description: Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics. Do NOT use for design review or audit (use web-design-guidelines or web-quality-audit).
metadata:
  author: Impeccable (Paul Bakaus), based on Anthropic frontend-design
  version: '1.0.0'
source: https://github.com/pbakaus/impeccable
---

This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.

## Design Direction

Commit to a BOLD aesthetic direction:
- **Purpose**: What problem does this interface solve? Who uses it?
- **Tone**: Pick an extreme: brutally minimal, maximalist chaos, retro-futuristic, organic/natural, luxury/refined, playful/toy-like, editorial/magazine, brutalist/raw, art deco/geometric, soft/pastel, industrial/utilitarian, etc. There are so many flavors to choose from. Use these for inspiration but design one that is true to the aesthetic direction.
- **Constraints**: Technical requirements (framework, performance, accessibility).
- **Differentiation**: What makes this UNFORGETTABLE? What's the one thing someone will remember?

**CRITICAL**: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work—the key is intentionality, not intensity.

Then implement working code that is:
- Production-grade and functional
- Visually striking and memorable
- Cohesive with a clear aesthetic point-of-view
- Meticulously refined in every detail

## Frontend Aesthetics Guidelines

### Typography
→ *Consult [typography reference](references/typography.md) for scales, pairing, and loading strategies.*

Choose fonts that are beautiful, unique, and interesting. Pair a distinctive display font with a refined body font.

**DO**: Use a modular type scale with fluid sizing (clamp)
**DO**: Vary font weights and sizes to create clear visual hierarchy
**DON'T**: Use overused fonts—Inter, Roboto, Arial, Open Sans, system defaults
**DON'T**: Use monospace typography as lazy shorthand for "technical/developer" vibes
**DON'T**: Put large icons with rounded corners above every heading—they rarely add value and make sites look templated

### Color & Theme
→ *Consult [color reference](references/color-and-contrast.md) for OKLCH, palettes, and dark mode.*

Commit to a cohesive palette. Dominant colors with sharp accents outperform timid, evenly-distributed palettes.

**DO**: Use modern CSS color functions (oklch, color-mix, light-dark) for perceptually uniform, maintainable palettes
**DO**: Tint your neutrals toward your brand hue—even a subtle hint creates subconscious cohesion
**DON'T**: Use gray text on colored backgrounds—it looks washed out; use a shade of the background color instead
**DON'T**: Use pure black (#000) or pure white (#fff)—always tint; pure black/white never appears in nature
**DON'T**: Use the AI color palette: cyan-on-dark, purple-to-blue gradients, neon accents on dark backgrounds
**DON'T**: Use gradient text for "impact"—especially on metrics or headings; it's decorative rather than meaningful
**DON'T**: Default to dark mode with glowing accents—it looks "cool" without requiring actual design decisions

### Layout & Space
→ *Consult [spatial reference](references/spatial-design.md) for grids, rhythm, and container queries.*

Create visual rhythm through varied spacing—not the same padding everywhere. Embrace asymmetry and unexpected compositions. Break the grid intentionally for emphasis.

**DO**: Create visual rhythm through varied spacing—tight groupings, generous separations
**DO**: Use fluid spacing with clamp() that breathes on larger screens
**DO**: Use asymmetry and unexpected compositions; break the grid intentionally for emphasis
**DON'T**: Wrap everything in cards—not everything needs a container
**DON'T**: Nest cards inside cards—visual noise, flatten the hierarchy
**DON'T**: Use identical card grids—same-sized cards with icon + heading + text, repeated endlessly
**DON'T**: Use the hero metric layout template—big number, small label, supporting stats, gradient accent
**DON'T**: Center everything—left-aligned text with asymmetric layouts feels more designed
**DON'T**: Use the same spacing everywhere—without rhythm, layouts feel monotonous

### Visual Details
**DO**: Use intentional, purposeful decorative elements that reinforce brand
**DON'T**: Use glassmorphism everywhere—blur effects, glass cards, glow borders used decoratively rather than purposefully
**DON'T**: Use rounded elements with thick colored border on one side—a lazy accent that almost never looks intentional
**DON'T**: Use sparklines as decoration—tiny charts that look sophisticated but convey nothing meaningful
**DON'T**: Use rounded rectangles with generic drop shadows—safe, forgettable, could be any AI output
**DON'T**: Use modals unless there's truly no better alternative—modals are lazy

### Motion
→ *Consult [motion reference](references/motion-design.md) for timing, easing, and reduced motion.*

Focus on high-impact moments: one well-orchestrated page load with staggered reveals creates more delight than scattered micro-interactions.

**DO**: Use motion to convey state changes—entrances, exits, feedback
**DO**: Use exponential easing (ease-out-quart/quint/expo) for natural deceleration
**DO**: For height animations, use grid-template-rows transitions instead of animating height directly
**DON'T**: Animate layout properties (width, height, padding, margin)—use transform and opacity only
**DON'T**: Use bounce or elastic easing—they feel dated and tacky; real objects decelerate smoothly

### Interaction
→ *Consult [interaction reference](references/interaction-design.md) for forms, focus, and loadin
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (1)

LOWInventory / provenance · inv.symlink · CWE-1104
CLAUDE.md
CLAUDE.md
Why it matters. link not followed

Gates applied: no_behavioural_pass.

Audited 2026-10-07 · audit v0.4.1 · source sha 069343ba7895full audit observations/trust-audit/skill/tech-leads-club__frontend-design.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-07069343ba7895SAFEB89first audit
05

Questions

What does the Frontend Design skill do?

The secure, validated skill registry for professional AI coding agents. Extend Antigravity, Claude Code, Cursor, Copilot and more with absolute confidence.

Is Frontend Design safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Frontend Design access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (069343ba7895), read on 2026-10-07. The repository is watched, and a new audit runs when it changes — this is the first audit.

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