building-ai-websites-that-dont-look-ai — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited building-ai-websites-that-dont-look-ai (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Distilled from a 67-min masterclass (YT 2Gda_ZvV1V4, transcript at ~/clawd/knowledge/webdesign-video-2Gda_ZvV1V4/transcript.txt). Core thesis: AI sites look like slop because people start from a blank canvas. Fix: extract a real brand's design system first, merge it with a proven layout structure, then layer design fundamentals on top.
Separate brand from structure — they come from different sources:
design.md)http://mcp.higgsfield.ai, Seedance 2.0) — video bg also costs load speed| Anti-pattern | Fix |
|---|---|
| Blank-canvas start, no design system | Extract real brand kit first |
| Wrong structure for business type | Dribbble reference matching the niche |
| Single accent color + black/white | Full palette from the kit |
| Instant color-swap on hover / no states | 300ms transitions everywhere |
| Flat single-color backgrounds | Layered: gradient + noise + grid + blobs |
| All text same weight/size | 3-tier type hierarchy, 3 families |
| Tight padding, no breathing room | Generous consistent padding |
| Static dead page | Staggered scroll animations |
| Wall of text on about pages | Break with imagery |
| Desktop-only | Mobile first (70% of traffic) |
| Mixed border radii / shadows | One kit, reused everywhere |
Claude Design (brand extraction + hi-fi prototypes) · Get Design (71 free brand kits) · Dribbble (structure) · Next.js + Tailwind + ShadCN · fonts.google.com · Pixabay / Freepik / Lucide · Spline (3D) · Higgs Field MCP (video) · GitHub + Vercel + Namecheap
House rules override video defaults where they conflict: image gen = nano-banana via fal.ai (never FLUX), 3D = fal.ai Hunyuan3D-2 first, design stack per feedback_design_stack_for_weblyfe (21st.dev + ui-ux-pro-max + Framer Motion/GSAP).
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.