audit
Skill1 starsChanged 19 days agoMITView on GitHub
Use when asked to score, grade, critique or review the design of a website, app, landing page, dashboard or game UI. Returns a score out of 100 across eight categories, the generic "AI look" tells found, and a fix list ranked by points gained. Read-only; it changes nothing.
194 other projects use a version of this.
Adopted by
Most recently taken up by
- Laucked-Security/claude-oswetheir own version, first seen Nov 8, 2026
- sanmidable/skillstheir own version, first seen Nov 8, 2026
- alegauss/claude-traytheir own version, first seen Nov 8, 2026
- ansvisor/ansvisortheir own version, first seen Nov 8, 2026
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tooltheir own version, first seen Nov 8, 2026
- MammadovEshgin/clean-code-skilltheir own version, first seen Nov 8, 2026
Used with
Projects with it also use delight, teach-impeccable and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
HK-hubSkilldelight
Add moments of joy, personality, and unexpected touches that make interfaces memorable and enjoyable to use. Elevates functional to delightful. Use when the user asks to add polish, personality, animations, micro-interactions, delight, or make an interface feel fun or memorable.
Also in 32 projects that use this
HK-hubSkillteach-impeccable
One-time setup that gathers design context for your project and saves it to your AI config file. Run once to establish persistent design guidelines.
Also in 19 projects that use this
zwy123zwySkillnormalize
将用户随意输入的提示词规范化为结构清晰、便于大模型执行的标准化提示词。适用于需要整理、统一提示词格式时调用。
Also in 19 projects that use this
SkillPilotCHSkilllevel-up
Eine Automatisierung pro Woche finden, scopen, shippen. Output landet als proposed-Eintrag in cadence.md mit konkreten Implementations-Schritten.
Also in 12 projects that use this
ww-w-aiSkillpm-discovery
PM Agent Team - Automated product discovery, strategy, and PRD generation. Runs PM analysis workflow to produce comprehensive PRD before PDCA Plan phase.
Also in 3 projects that use this
- +7 more from HK-hub
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 194
- openai/plugins★ 7.8ksame name
- ccch1mneyyy/dsh-TUI★ 7.2ksame name
- macro-inc/macro★ 6ksame name
- yournextstore/yournextstore★ 5.5ksame name
- gadievron/raptor★ 4ksame name
- alchemy-run/alchemy★ 1.9ksame name
- alchemy-run/alchemy-effect★ 1.9ksame name
- mattmireles/gemma-tuner-multimodal★ 1.5ksame name
- jsmastery-pro/skills★ 1.4ksame name
- nateherkai/AIS-OS★ 1.4ksame name
184 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 3 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 175 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 12
Run node <skill-base-dir>/scripts/slop-scan.mjs <project-dir> for a fast static read (fonts, colours, radii, shadows, motion, emoji icons, …
- Distinctive: line 13
Look at the rendered page if you can (desktop 1440px and phone 390px).
- Distinctive: line 33
Every section centred, every section the same height, three identical cards in a row.
- Distinctive: line 56
Keep it under 40 lines. Point to files.
“Common” is measured: kept by at least 6 in 10 of the 175 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Design Audit
Score what is there, honestly. A generic but tidy page lands around 55-65. Reserve 90+ for work a senior designer would ship.
Steps
- Run
node <skill-base-dir>/scripts/slop-scan.mjs <project-dir>for a fast static read (fonts, colours, radii, shadows, motion, emoji icons, focus styles). - Look at the rendered page if you can (desktop 1440px and phone 390px). A screenshot beats reading 1,000 lines of CSS. If you cannot render it, score from code and mark visual categories "estimated".
- Score each category, then list fixes.
Categories (100 points)
| # | Category | Pts | Full marks means |
| 1 | Hierarchy | 15 | One clear focal point per screen; the eye knows where to go next. Size, weight and space do the work, not colour alone. |
| 2 | Typography | 15 | Deliberate typefaces (max 2), a real scale, body 16px+, line length 45-80 characters, tight headings, comfortable body leading. |
| 3 | Colour | 12 | 4-6 named tokens, one accent used with discipline, neutrals tinted toward the brand, text contrast 4.5:1+. |
| 4 | Layout and spacing | 15 | One spacing scale, consistent rhythm, alignment to a grid, variety in section shapes, no cramped or floating blocks. |
| 5 | Identity | 13 | It looks like this product and no other. Imagery, motifs and copy come from the subject's world. |
| 6 | Interaction and states | 10 | Hover, focus, active, disabled, loading, empty and error states exist and are designed. |
| 7 | Responsive | 10 | Works at 390px with no sideways scroll, tap targets 44px+, nav that fits. |
| 8 | Accessibility and performance | 10 | Visible focus, labels, alt text, reduced motion respected, no layout shift, fonts load without flash. |
Generic "AI look" tells (each costs points in Identity or Hierarchy)
- Purple-to-blue or pink gradient hero, gradient text on the main headline.
- System default font or Inter/Roboto/Arial everywhere with no type decisions.
- Every section centred, every section the same height, three identical cards in a row.
- One border radius and one soft grey shadow on everything.
- Emoji used as icons. Icon in a coloured circle above every card title.
- Tracked-out ALL-CAPS eyebrow above every heading. "01 / 02 / 03" on things that are not steps.
- Fade-and-slide-up on every section.
transition: all. - Fake numbers ("10,000+ happy customers") and stock "Trusted by" logo rows.
- Cream background with terracotta accent and serif headline; or near-black with one acid-green accent (both are current defaults, fine only when chosen on purpose).
- Buttons ending in "→", vague CTAs ("Get started", "Learn more", "Submit").
Output format
Design score: 58/100 (Persuade mode)
Hierarchy 9/15 · Type 7/15 · Colour 8/12 · Layout 9/15 · Identity 4/13 · States 6/10 · Responsive 8/10 · A11y/Perf 7/10
Tells found: gradient hero, Inter only, 3 identical feature cards, emoji icons
Fixes, biggest gain first
1. (+8) Replace gradient hero with a product-led hero showing the real schedule view. — app/page.tsx
2. (+6) Set a type pair and scale in tokens. — globals.css
...Keep it under 40 lines. Point to files. Each fix names what to do, not just what is wrong.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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