Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling or beautifying any web UI; "תעצב את הדף", "שפר את העיצוב"). Generates creative, polished code and UI design that avoids generic AI aesthetics. It does NOT decide a page's structure — `page-builder` does…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
**Carve-out — an existing `DESIGN.md` overrides this skill.** If the project has a committed `DESIGN.md` (brand spec with locked owner decisions), its rules win over every guideline below — including the font and color rules. Example: one project's spec locks a system-font stack (SF Pro, zero webfonts) and a monochrome palette; on that site those are the owner's deliberate choices, not "generic AI aesthetics", and this skill must execute *within* them. The bold-direction guidance below applies in full only when defining a new direction (no DESIGN.md yet, or the user asks to redefine it) — and whatever direction is chosen, record it back into `DESIGN.md`.
The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints.
## Prerequisites
- **Tools:** none beyond Claude Code; the Motion library (`npm install motion`) only
…
The line at the top of this page pins the label git:20260929.a7fd8b7, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (7344 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
yybd/app-factory · 5 stars · license MIT · pushed 2026-10-28 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7wtngrjvl2bt26wg
GET https://markdownregistry.com/api/v1/resolve?ref=yybd/app-factory/frontend-design
GET https://markdownregistry.com/api/v1/blob/a0c6ee6454275c63b6c76f37af4583f1f0bb0a71395f7fae3d68bdbf6a021a93
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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