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Skill · Web Development

Styleseed design review

Reviews UI/frontend code and tells you exactly why it "looks AI-generated" — then how to fix it.

Agentic Awesome SkillsLicense: MITAdded Sep 5, 2026
Use it in my AI

How to use it

  1. Start your plan and connect your AI once
  2. Add the skill to your AI, one time only: press Copy skill and paste it into your AI's instructions: a project in ChatGPT, Claude or Grok, a Gem in Gemini, an agent in Microsoft 365 Copilot, or a rule in Cursor. It stays there for every new chat. In Kimi, paste it at the start of a new chat.
  3. Ask for the task in your own words, or say it directly:
Use the Styleseed design review skill to help me with this.
SKILL.md

StyleSeed Design Review

Overview

A UI reads as "AI-generated" not because the components are ugly, but because the parts don't agree with each other — mixed corner radii, three accent colors, pure-black text, no hierarchy, missing states, robotic copy. This skill reviews a UI file (or a whole directory) against a concrete design rubric, scores it 0–100, and returns a prioritized fix list. It reviews and recommends; it never edits or deletes without you asking.

Full rule set (74 rules) and components: https://github.com/bitjaru/styleseed

When to use

  • A React / Tailwind / HTML UI "looks off," generic, or unfinished and you can't say why.
  • You want a design score / pre-ship check.
  • The user asks to make UI "look professional / polished / designed, not AI-generated."
  • After generating UI, to verify it before shipping.

How to review

Read the file(s). Score these seven categories (total 100); start each at full marks and subtract for violations you can cite by line. Be specific and evidence-based.

1. Coherence — 20 (the #1 "AI-generated" tell)

One choice per axis, applied everywhere. Deduct for each mixed axis:

  • mixed corner radii — e.g. a sharp card with pill buttons (−6)
  • two or more accent colors used for emphasis (−5)
  • emoji used as UI icons (🚗🧺⭐ as list/nav/status/category markers) — injects many uncontrolled hues; use one line-icon set in currentColor (−6)
  • mixed shadow languages / light directions (−3)
  • mixed icon families, fill modes, or stroke weights (−3)
  • inconsistent control heights (buttons/inputs differ) (−3)

2. Color discipline — 16

  • pure black (#000 / text-black) text — the refined black is ~#2A2A2A (−4 each, cap −8)
  • hardcoded hex where a semantic token exists (−2 each, cap −6)
  • a normal / OK / default ("보통") state shown in a status color instead of neutral grey (−4)
  • status color on most/every row (no severity hierarchy — color should mark the minority that needs attention) (−4)
  • decorative hues — gold stars, rainbow category dots, a different color per card — instead of accent/grey (−3)
  • status conveyed by color alone, no icon/text (−4)
  • contrast below WCAG AA (4.5:1 body, 3:1 large/UI) (−6)

3. Hierarchy & typography — 16

  • number and its unit not ~2:1 (48px number / 24px unit) (−4)
  • everything the same size and weight, no clear primary (−5)
  • arbitrary font sizes; no scale (−4)
  • wrong line-height (loose on display, cramped on body) (−3)

4. Layout & spacing — 12

  • content on a bare page background, not in cards (−6)
  • off-grid spacing (7/13/19px instead of an 8px scale) (−3)
  • the gap around a group not larger than the gap inside it (−3)
  • the same section type repeated in a row (−4)

5. States — 12

  • missing empty / loading / error state on a data surface (−5 each, cap −10)
  • empty state with no next action; error that blames instead of helping (−4)

6. UX writing — 12

  • buttons that don't name the action ("Submit" / "OK" instead of "Send $2,400") (−4)
  • error copy that blames or uses system-speak ("Invalid input", "An error occurred") (−4)
  • two terms for one concept (delete vs remove); filler words ("please", "successfully") (−2)

7. Motion & polish — 12

  • ad-hoc fades instead of one consistent, named feel (−3)
  • motion that delays content or blocks an action (−4)
  • no prefers-reduced-motion handling on custom motion (−3)
  • a single hard black shadow instead of a layered, low-opacity, tinted one (−2)

Clamp each category at 0; sum to a total. Bands: 90+ A · 80–89 B · 70–79 C · 60–69 D · <60 F.

Output format

## Design Score: 72 / 100   (src/Dashboard.tsx)   C

Coherence            13/20   sharp cards (l.22) + pill buttons (l.48); 3 accent hues
Color discipline     12/16   #000 headings (l.12, 40)
Hierarchy & type     15/16   number/unit 1:1 on hero (l.18)
Layout & spacing     10/12   two identical KPI rows (l.22-31)
States                7/12   no empty/loading state on the orders list
UX writing            8/12   "Submit" button (l.55); "Invalid input" (l.61)
Motion & polish      10/12   one hard black shadow (l.22)

### Fix first (highest score gain)
1. Unify radius (pick soft 8–12px) + collapse to one accent   → +11 coherence/color
2. Add empty + loading states to the orders list              → +7  states
3. Rename "Submit" → "Send $2,400"; "Invalid input" → "Check the card number" → +6 copy

Re-score after: ~90 / 100.

Rules

  • Review from real evidence (cite line numbers); never guess.
  • Order the fix list by score gain, not severity alone — fastest path to a better number.
  • For a directory: one-line score per file, then the lowest file's full breakdown.
  • Don't auto-edit. This skill measures and recommends. Apply fixes only when asked.
  • Use it as a quality gate: review right after generating UI, apply the fix list, and
  • re-review until the score clears ~80 before showing the user — no first-draft, incoherent UI (rainbow status lists, emoji icons, two accents, missing states) should reach them. The bar is a floor, not a ceiling: clear 80 and ship; don't chase 100 to delay.


Based on StyleSeed — an open-source (MIT) design engine that gives Claude Code, Cursor, and Codex design judgment so AI-built UI stops looking generated. Full 74-rule reference, components, brand skins, and motion: https://github.com/bitjaru/styleseed

Limitations

  • Use this skill only when the task clearly matches its upstream source and local project context.
  • Verify commands, generated code, dependencies, credentials, and external service behavior before applying changes.
  • Do not treat examples as a substitute for environment-specific tests, security review, or user approval for destructive or costly actions.