AI Skill Report Card

Detecting AI Slop Design

A-84Β·Oct 19, 2026Β·Source: Web
14 / 15

Scan the interface for these top offenders, in order of visibility:

  1. Purple-to-blue (or pink-to-purple) gradient backgrounds/buttons
  2. Emoji used as icons (πŸš€ ✨ 🎯 πŸ’‘) instead of a real icon set
  3. Everything has a rounded corner β€” cards, buttons, inputs, all at border-radius: 12-16px
  4. Generic soft drop-shadows on every card (box-shadow: 0 4px 6px rgba(0,0,0,0.1))
  5. Centered hero with giant bold gradient-text headline + subhead + two pill buttons
  6. Inter/system-ui font with no typographic personality
  7. Glassmorphism/backdrop-blur applied with no functional reason

If 3+ of these appear together, the design reads as "AI slop" β€” flag it and redesign using the system below.

Recommendationβ–Ύ
Add a third example showing a more subtle/ambiguous case where fewer than 3 signals appear but design still reads as generic
14 / 15

Progress:

  • Step 1: Audit β€” list every slop signal found, with location (component/file)
  • Step 2: Diagnose root cause β€” usually unexamined defaults from a UI kit or copy-pasted AI output
  • Step 3: Pick a deliberate direction β€” choose ONE distinct personality (not "modern," pick e.g. "brutalist editorial," "dense terminal-inspired," "warm print")
  • Step 4: Replace signals one-by-one using the design system below
  • Step 5: Verify β€” show before/after, confirm no slop signals remain, confirm visual cohesion

Step 3 detail: pick a real direction

Instead of "clean and modern," choose from concrete references:

  • Editorial/print: serif headlines, generous margins, rule lines, limited palette
  • Terminal/technical: monospace, tight line-height, high information density, minimal color
  • Brutalist: hard edges, visible grid, stark black/white, unexpected type scale jumps
  • Tactile/physical: paper textures, subtle grain, warm neutrals, real shadows (directional, not ambient)
Recommendationβ–Ύ
Include a brief before/after code snippet (CSS) for at least one example to make replacements more concrete
Slop patternReplacement
Purple-blue gradientFlat, intentional brand color (one hue, used sparingly) or a true duotone drawn from brand palette
Emoji iconsLicensed icon set (Lucide, Phosphor, custom SVG) sized/weighted to match type
Uniform 12-16px radius everywherePick radius per component role: 0 or 2px for structural elements, larger radius only for interactive pill/tag elements β€” not both on everything
Ambient soft shadow on all cardsUse borders or flat color blocks for separation; reserve shadow for true elevation (modals, dropdowns) with a sharper, directional shadow
Centered gradient-text heroAsymmetric layout, real typographic hierarchy, headline in a distinctive typeface (not default sans)
Inter/system-ui everywherePair a distinctive display face for headlines with a workmanlike body face; avoid default unless paired with strong layout
Glassmorphism everywhereUse blur only when content genuinely overlaps/scrolls behind it (e.g. sticky nav over content)
Two pill CTA buttons side by sideOne clear primary action; de-emphasize secondary as text link or outline, not a second pill
16 / 20

Example 1: Input: A landing page with a purple-to-pink gradient hero, "πŸš€ Launch Faster" headline, three feature cards with soft shadows and rounded-xl corners, Inter font throughout. Output: Flag signals (gradient hero, emoji-as-icon, uniform shadow+radius, generic font). Redirect to e.g. an editorial direction: serif headline "Launch Faster" in charcoal on off-white, Lucide rocket icon, feature list laid out as a bordered table instead of shadowed cards, body text in a workhorse sans paired with the serif.

Example 2: Input: A SaaS dashboard pricing page with two glassmorphic pricing cards, blue-purple gradient borders, and checkmark emoji (βœ…) for feature lists. Output: Flag glassmorphism-with-no-purpose, gradient border, emoji checkmarks. Replace with flat white/dark cards with a single 1px border, a real check icon from an icon set, and a solid brand-color highlight only on the recommended plan (not both cards gradiented).

Recommendationβ–Ύ
Add a short checklist for verifying visual cohesion in Step 5 rather than just stating it as a goal
  • Choose constraints before touching color/shadow/radius β€” pick the direction first, then apply consistently.
  • Limit palette to 1 primary hue + neutrals; avoid multi-stop gradients as a default choice.
  • Vary border-radius intentionally by component role, not globally via a design-token default.
  • Use real icon sets, never emoji, in production UI.
  • Reserve shadows for actual elevation (floating/overlapping elements), use borders for flat separation.
  • Make one button on a screen loudest; everything else recedes.
  • Swapping purple-blue for a different two-color gradient β€” still slop, just recolored.
  • "De-slopping" only the hero and leaving cards/buttons with the same generic shadow/radius defaults.
  • Picking a direction that's still generically "clean/modern" rather than something with an actual point of view.
  • Keeping emoji but making them smaller β€” remove them entirely from functional UI.
  • Adding blur/glass effects decoratively without a layering reason.
0
Grade A-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
14/15
Workflow
14/15
Examples
16/20
Completeness
18/20
Format
14/15
Conciseness
14/15