SIN-Code-Frontend-Design-Skill
Provides 8 MCP tools for frontend design: load design system, generate components, scaffold pages, review consistency, extract tokens, check WCAG 2.2 AA, test responsiveness, and export to Figma.
README
SIN-Code-Frontend-Design-Skill
SOTA design system + philosophy (Anthropic-compatible). 8 MCP tools, 6 bash scripts, 100% CoDocs, 202 passing tests. Falls back to templates if the v0-pool is offline.
The SIN counterpart to Anthropic's official frontend-design skill (277K
installs). Provides a design system, component generator, page scaffolder, and
WCAG 2.2 AA checker that agents load before writing frontend code.
Architecture
Agent (opencode / Cursor / Claude)
↓ loads skill
SIN-Code-Frontend-Design-Skill
├─ MCP tools (8)
├─ Bash scripts (6)
├─ Python modules (8)
└─ v0-pool integration (http://localhost:27401/v1)
↓ complex prompts
SINator-v0 (v0-1.5-lg)
↓ simple prompts
v0-1.5-md
↓ offline → templates
Built-in component specs
MCP Tools
| Tool | Purpose |
|---|---|
design_system_load |
Load the SOTA design system (tokens, themes, philosophy) |
design_component_create |
Generate button/input/card/modal specs |
design_page_scaffold |
Scaffold a full page from a layout + sections |
design_review |
Review code for design system consistency |
design_token_extract |
Extract tokens from CSS/Tailwind/JSON/Figma |
design_a11y_check |
WCAG 2.2 AA compliance check + contrast |
design_responsive_test |
Generate breakpoints, identify current tier |
design_figma_export |
Export tokens to Figma Tokens JSON |
Quick-Start
git clone https://github.com/OpenSIN-Code/SIN-Code-Frontend-Design-Skill.git
cd SIN-Code-Frontend-Design-Skill
chmod +x install.sh
./install.sh
Usage
As MCP server
# Launch the FastMCP server
python3 -m sin_frontend_design.mcp_server
From Python
from sin_frontend_design import (
DesignSystem,
ComponentGenerator,
PageScaffolder,
DesignReviewer,
TokenExtractor,
A11yChecker,
BreakpointGenerator,
)
# 1. Load the design system
ds = DesignSystem()
print(ds.philosophy())
# 2. Generate a component
g = ComponentGenerator()
button = g.button(framework="react", variant="primary", size="md", label="Save")
print(button.code)
# 3. Scaffold a page
s = PageScaffolder()
page = s.scaffold(layout="landing", framework="html", title="My SaaS")
print(page.code)
# 4. Review existing UI
reviewer = DesignReviewer()
report = reviewer.review("<button>Click</button>")
print(report.score, report.findings)
# 5. Extract tokens from existing CSS
extractor = TokenExtractor()
tokens = extractor.extract(open("tokens.css").read(), source_format="css")
# 6. Check WCAG 2.2 AA
checker = A11yChecker()
a11y = checker.check(open("page.html").read())
print(a11y.ok, a11y.score)
# 7. Get responsive breakpoints
bg = BreakpointGenerator()
print(bg.test(viewport_width=1280)) # 'lg'
From shell
# Load the design system
./scripts/design-load.sh
# Generate components
./scripts/design-component.sh button --framework=react --variant=primary
./scripts/design-component.sh input --framework=html --placeholder="Email"
./scripts/design-component.sh card --framework=react
./scripts/design-component.sh modal --use-v0
# Scaffold a page
./scripts/design-page.sh landing --framework=html --title="My SaaS"
./scripts/design-page.sh pricing --framework=react
# Review UI
./scripts/design-review.sh path/to/page.html
echo "<button>Click</button>" | ./scripts/design-review.sh -
# Extract tokens
./scripts/design-tokens.sh tokens.css
./scripts/design-tokens.sh tailwind.config.js --format=tailwind
# Check accessibility
./scripts/design-a11y.sh page.html
./scripts/design-a11y.sh page.html --fg=#000000 --bg=#ffffff
Design Philosophy
- Hierarchy is created by contrast, not by decoration.
- Type is the primary voice — choose one family and use scale.
- Color is functional: primary, secondary, success, warning, error, neutral.
- Spacing follows a 4px grid — never arbitrary values.
- Motion is felt, not seen: 200ms hovers, 300ms transitions.
- Components are predictable: same name, same shape, same tokens.
- States are explicit: default, hover, focus, active, disabled.
- Accessibility is non-negotiable: WCAG 2.2 AA is the floor.
- Dark mode is not inverted — it's a parallel semantic map.
- Famous brands feel calm because they use restraint.
Token reference
Typography (px)
12 · 14 · 16 · 18 · 20 · 24 · 30 · 36 · 48 · 60 · 72
Spacing (px, 4px grid)
4 · 8 · 12 · 16 · 24 · 32 · 48 · 64 · 96
Motion
- Hover: 200ms ease-out
- Transition: 300ms ease-in-out
- Page: 500ms cubic-bezier(0.16, 1, 0.3, 1)
Radius
- Default: 8px
- Card: 16px
Color ramps (50–900)
neutral— slateprimary— indigosecondary— violetsuccess— greenwarning— ambererror— red
Tests
# All tests
PYTHONPATH=src python3 -m pytest tests/ -v
# 202 passed
CoDocs
100% CoDocs coverage — every .py in src/sin_frontend_design/ has a matching
.doc.md companion, and every .sh script and test file does too.
v0-pool integration
The design_component_create tool calls the v0-pool at
http://localhost:27401/v1 when use_v0=true:
- Complex prompts (>200 chars) →
v0-1.5-lg - Simple prompts →
v0-1.5-md - Offline / failure → fall back to built-in templates
Files
SIN-Code-Frontend-Design-Skill/
├── README.md
├── SKILL.md
├── CHANGELOG.md
├── AGENTS.md
├── INSTALL.md
├── install.sh
├── pyproject.toml
├── requirements.txt
├── .gitignore
├── .github/workflows/ceo-audit.yml
├── src/sin_frontend_design/
│ ├── __init__.py (+ .doc.md)
│ ├── system.py (+ .doc.md) — typography, color, spacing, motion
│ ├── components.py (+ .doc.md) — button/input/card/modal specs
│ ├── pages.py (+ .doc.md) — page scaffolder (hero, features, ...)
│ ├── reviewer.py (+ .doc.md) — design system review
│ ├── tokens.py (+ .doc.md) — token extraction (CSS/Tailwind/Figma)
│ ├── a11y.py (+ .doc.md) — WCAG 2.2 AA checker
│ ├── responsive.py (+ .doc.md) — breakpoint generator
│ └── mcp_server.py (+ .doc.md) — FastMCP server with 8 tools
├── scripts/
│ ├── design-load.sh
│ ├── design-component.sh
│ ├── design-page.sh
│ ├── design-review.sh
│ ├── design-tokens.sh
│ └── design-a11y.sh
└── tests/
├── test_system.py
├── test_components.py
├── test_pages.py
├── test_reviewer.py
├── test_tokens.py
├── test_a11y.py
├── test_responsive.py
├── test_server.py
├── test_scripts.py
└── test_codocs.py
Related
- SINator-v0 — v0.dev pool
- SIN-Code-Bundle — unified CLI
- Anthropic frontend-design — original
License
OpenSIN AI · Open source · Built for agents.
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.