
Ask Cursor or Claude Code to “just ship a polished UI” and you often get purple gradients, centered hero buttons, and stock-illustration taste. The model is not the bottleneck—missing process is. Without a checklist for spacing, type scale, motion, accessibility, or store-frame jobs, the agent improvises.
The open-source community already packaged craft into Agent Skills (usually a SKILL.md or installable package). When a task matches, the agent follows constraints instead of freestyling. AppShot Maker’s UI & ASO Design Agent Skills gallery curates about 98 high-signal entries marked MIT or Apache-2.0: filter by tag, open a detail page, copy the install command, and jump to GitHub. We host metadata only—not the skill file trees.
| Job | Use the gallery? | Better alternative |
|---|---|---|
| Improve product UI with Cursor / Claude Code | Yes | Install UI polish / design-system skills |
| Tighten store screenshot copy and frame roles | Yes | Prefer tags for ASO / screenshots |
| Study competitor listing layouts | No | App Store screenshot inspiration gallery |
| Steal a brand’s landing-page tokens for AI | No | Brand design HTML references |
| Need cleared reaction art for promo | No | Commercial-use emoji library |
/en/tools/design-skills/[id]—overview, principles, install notes, licence badge.npx skills add owner/repo; some projects ship their own CLI such as uipro init or impeccable install). Run it from your project root./ in Agent chat or let the agent auto-select when the description matches.LICENSE before production use—inclusion time is not forever.Licence roll-up: /design-skills/LICENSES.txt. Wrong licence or takedown: use the contact page.
Do not install dozens at once. Pick one to three for this week’s job:
| This week’s job | Prefer | After install |
|---|---|---|
| First-frame promise + five-frame story | ASO / screenshots tags | Lock sequence on a board, then let the skill critique copy |
| “Product UI” instead of template UI | UI polish / design system | Constrain palette and density, then export in the screenshot maker |
| Closer to Apple visual language | Apple HIG | Align control density and tone before capture |
| Type and accessibility | A11y / typography | Check contrast and Dynamic Type impact on safe zones |
Skills improve taste and procedure. Multi-size export and alpha stripping still belong in local tools such as the batch processor.
LICENSE file wins.:root tokens from a close mood in design refs into your AI prompt.Suppose your agent keeps emitting indigo-to-pink heroes. A workable loop:
:root tokens from design refs that match your product mood (radius, primary, surface).That loop keeps skills in the “procedure” lane and galleries in the “evidence” lane.
npx skills add.Pin a short internal note: skill id, install command, date added, and the one workflow it owns (for example “ASO frame critique” vs “spacing audit”). When upstream breaks your habits, update that note first, then the install—otherwise every engineer silently runs a different skill generation.