frontend-design — barabasi-albert frontend-design, NetworkModelsVisualization, community, barabasi-albert, ide skills, erdos-renyi-model, network, networkscience, visualization, Claude Code, Cursor

v1.0.0

关于此技能

This project is a visualization of the network science models. Uses CytoScape.js to visualize the models.

# 核心主题

Murf-y Murf-y
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更新于: 2/22/2026

Killer-Skills Review

Decision support comes first. Repository text comes second.

Reference-Only Page Review Score: 1/11

This page remains useful for operators, but Killer-Skills treats it as reference material instead of a primary organic landing page.

Review Score
1/11
Quality Score
29
Canonical Locale
en
Detected Body Locale
en

This project is a visualization of the network science models. Uses CytoScape.js to visualize the models.

核心价值

This project is a visualization of the network science models. Uses CytoScape.js to visualize the models.

适用 Agent 类型

Suitable for operator workflows that need explicit guardrails before installation and execution.

赋予的主要能力 · frontend-design

! 使用限制与门槛

Why this page is reference-only

  • - Current locale does not satisfy the locale-governance contract.
  • - The page lacks a strong recommendation layer.
  • - The page lacks concrete use-case guidance.
  • - The page lacks explicit limitations or caution signals.
  • - The underlying skill quality score is below the review floor.

Source Boundary

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

实验室 Demo

Browser Sandbox Environment

⚡️ Ready to unleash?

Experience this Agent in a zero-setup browser environment powered by WebContainers. No installation required.

Boot Container Sandbox

常见问题与安装步骤

以下问题与步骤与页面结构化数据保持一致,便于搜索引擎理解页面内容。

? FAQ

frontend-design 是什么?

This project is a visualization of the network science models. Uses CytoScape.js to visualize the models.

如何安装 frontend-design?

运行命令:npx killer-skills add Murf-y/NetworkModelsVisualization/frontend-design。支持 Cursor、Windsurf、VS Code、Claude Code 等 19+ IDE/Agent。

frontend-design 支持哪些 IDE 或 Agent?

该技能兼容 Cursor, Windsurf, VS Code, Trae, Claude Code, OpenClaw, Aider, Codex, OpenCode, Goose, Cline, Roo Code, Kiro, Augment Code, Continue, GitHub Copilot, Sourcegraph Cody, and Amazon Q Developer。可使用 Killer-Skills CLI 一条命令通用安装。

安装步骤

  1. 1. 打开终端

    在你的项目目录中打开终端或命令行。

  2. 2. 执行安装命令

    运行:npx killer-skills add Murf-y/NetworkModelsVisualization/frontend-design。CLI 会自动识别 IDE 或 AI Agent 并完成配置。

  3. 3. 开始使用技能

    frontend-design 已启用,可立即在当前项目中调用。

! 参考页模式

此页面仍可作为安装与查阅参考,但 Killer-Skills 不再把它视为主要可索引落地页。请优先阅读上方评审结论,再决定是否继续查看上游仓库说明。

Imported Repository Instructions

The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.

Supporting Evidence

frontend-design

安装 frontend-design,这是一款面向AI agent workflows and automation的 AI Agent Skill。支持 Claude Code、Cursor、Windsurf,一键安装。

SKILL.md
Readonly
Imported Repository Instructions
The section below is supporting source material from the upstream repository. Use the Killer-Skills review above as the primary decision layer.
Supporting Evidence

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.

The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints.

Design Thinking

Before coding, understand the context and commit to a BOLD aesthetic direction:

  • Purpose: What problem does this interface solve? Who uses it?
  • Tone: Commit to a distinct direction: brutally minimal, maximalist chaos, luxury/refined, lo-fi/zine, dark/moody, soft/pastel, editorial/magazine, brutalist/raw, retro-futuristic, handcrafted/artisanal, organic/natural, art deco/geometric, playful/whimsical, industrial/utilitarian, etc. There are infinite varieties to start from and surpass. Use these as inspiration, but the final design should feel singular, with every detail working in service of one cohesive direction.
  • Constraints: Technical requirements (framework, performance, accessibility).
  • Differentiation: What makes this UNFORGETTABLE? What's the one thing someone will remember?

CRITICAL: Choose a clear conceptual direction and execute it vigorously. Bold maximalism and refined minimalism both work - the key is intentionality, not intensity.

Then implement working code (HTML/CSS/JS, React, Vue, etc.) that is:

  • Production-grade, functional, and responsive
  • Visually striking and memorable
  • Cohesive with a clear aesthetic point-of-view
  • Meticulously refined in every detail

Frontend Aesthetics Guidelines

Focus on:

  • Typography: Typography carries the design's singular voice. Choose fonts with interesting personality. Default fonts signal default thinking: skip Arial, Inter, Roboto, system stacks. Font choices should be inseparable from the aesthetic direction. Display type should be expressive, even risky. Body text should be legible, refined. Pair them like actors in a scene. Work the full typographic range: size, weight, case, spacing to establish hierarchy.
  • Color & Theme: Commit to a cohesive aesthetic. Palettes should take a clear position: bold and saturated, moody and restrained, or high-contrast and minimal. Lead with a dominant color, punctuate with sharp accents. Avoid timid, non-committal distributions. Use CSS variables for consistency.
  • Motion: Use animations for effects and micro-interactions. Prioritize CSS-only solutions for HTML. Use Motion library for React when available. Focus on high-impact moments: one well-orchestrated page load with staggered reveals (animation-delay) creates more delight than scattered micro-interactions. Use scroll-triggering and hover states that surprise.
  • Spatial Composition: Unexpected layouts. Asymmetry. Overlap and z-depth. Diagonal flow. Grid-breaking elements. Dramatic scale jumps. Full-bleed moments. Generous negative space OR controlled density.
  • Backgrounds & Visual Details: Create atmosphere and depth rather than defaulting to solid colors. Add contextual effects and textures that match the overall aesthetic. Apply creative forms like gradient meshes, noise and grain overlays, geometric patterns, layered transparencies and glassmorphism, dramatic or soft shadows and glows, parallax depth, decorative borders and clip-path shapes, print-inspired textures (halftone, duotone, stipple), knockout typography, and custom cursors.

NEVER use generic AI-generated aesthetics like overused font families (Inter, Roboto, Arial, Space Grotesk, system fonts), cliched color schemes (particularly purple gradients on white backgrounds), predictable layouts and component patterns, and cookie-cutter designs that lack context-specific character. INSTEAD: distinctive fonts. Bold, committed palettes. Layouts that surprise. Bespoke details. Every choice rooted in rich context.

Build creatively on the user's intent, and make unexpected choices that feel genuinely designed for the context. Every design should feel distinct. Actively explore the full range: light and dark themes, unexpected font pairings, substantially varied aesthetic directions. Let the specific context drive choices, NOT familiar defaults.

IMPORTANT: Match implementation complexity to the aesthetic vision. Maximalist designs need elaborate code with extensive animations and effects. Minimalist or refined designs need restraint, elegance, and precision. All designs need careful attention to spacing, typography, and subtle details. Excellence comes from executing the vision well.

Remember: Claude is capable of extraordinary, award-worthy creative work. Don't hold back, show what's truly possible, and commit relentlessly to a distinctive and unforgettable vision.

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