prototype-designer▌
daffy0208/ai-dev-standards · updated Apr 8, 2026
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Validate ideas through interactive prototypes before writing code.
Prototype Designer
Validate ideas through interactive prototypes before writing code.
Core Principle
Test before you build.
Prototypes let you:
- Validate assumptions
- Test with real users
- Iterate faster than code
- Communicate ideas clearly
- Reduce development waste
Phase 1: Choosing Prototyping Tools
Tool Comparison
| Tool | Best For | Learning Curve | Fidelity |
|---|---|---|---|
| Figma | Full designs, collaboration | Medium | High |
| Framer | Code-based, advanced interactions | High | Very High |
| ProtoPie | Complex interactions, sensors | Medium | Very High |
| Adobe XD | Adobe ecosystem users | Low | High |
| InVision | Design handoff, simple clicks | Low | Medium |
| Axure | Complex logic, documentation | High | High |
Quick Start Recommendations
Beginner: Start with Figma
- Built-in to design tool
- No separate app needed
- Intuitive interactions
- Free for individuals
Advanced: Graduate to Framer or ProtoPie
- More complex interactions
- Variable support
- Conditional logic
- Sensor integration (mobile)
Phase 2: User Flow Design
What is a User Flow?
A user flow shows the path users take through your app to complete a task.
Example: User Registration Flow
Start
↓
Landing Page
↓
Click "Sign Up"
↓
Email Entry → Validation
↓ [Valid]
Password Entry → Validation
↓ [Valid]
Success Screen
↓
Onboarding Flow
Creating User Flows in Figma
1. Create Flow Frames:
Frames needed:
├── 01-landing
├── 02-signup-form
├── 03-email-verification
├── 04-success
└── 05-onboarding-step-1
2. Add Interactions:
Click "Sign Up" button → Navigate to 02-signup-form
Click "Submit" → Navigate to 03-email-verification
Click "Continue" → Navigate to 04-success
3. Add Overlays:
Error states:
- Show "Error: Invalid email" overlay
- Show "Error: Password too weak" overlay
User Flow Template
// user-flows.ts
interface UserFlow {
id: string
name: string
description: string
steps: FlowStep[]
alternativePaths: AlternativePath[]
}
interface FlowStep {
id: string
screen: string
action: string
nextStep: string
conditions?: string[]
}
interface AlternativePath {
trigger: string
steps: FlowStep[]
destination: string
}
export const signupFlow: UserFlow = {
id: 'signup',
name: 'User Registration',
description: 'User signs up for an account',
steps: [
{
id: '1',
screen: 'Landing Page',
action: 'Click "Sign Up"',
nextStep: '2'
},
{
id: '2',
screen: 'Sign Up Form',
action: 'Enter email and password',
nextStep: '3',
conditions: ['Email valid', 'Password strong']
},
{
id: '3',
screen: 'Email Verification',
action: 'Enter verification code',
nextStep: '4',
conditions: ['Code valid']
},
{
id: '4',
screen: 'Success',
action: 'Click "Get Started"',
nextStep: '5'
}
],
alternativePaths: [
{
trigger: 'Invalid email',
steps: [
{
id: 'error-1',
screen: 'Sign Up Form',
action: 'Show error message',
nextStep: '2'
}
],
destination: 'Step 2'
}
]
}
Phase 3: Interactive Prototyping
Figma Prototyping Basics
1. Basic Click Navigation:
Select element → Prototype panel → Add interaction
- Trigger: On click
- Action: Navigate to
- Destination: Screen name
- Animation: Instant / Dissolve / Slide / Push
2. Hover States:
Button → Prototype panel
- Trigger: While hovering
- Action: Change to
- Destination: Button-hover variant
3. Scroll Behavior:
Frame → Prototype panel
- Overflow behavior: Vertical scrolling
- Set scroll position (optional)
4. Smart Animate:
Two frames with matching layer names
- Animation: Smart animate
- Easing: Ease out
- Duration: 300ms
Advanced Interactions
Conditional Logic (Variables):
// Figma Variables (Beta)
Variables:
- isLoggedIn: Boolean
- userType: String
- itemCount: Number
Conditional:
IF isLoggedIn = true
THEN Navigate to Dashboard
ELSE
THEN Navigate to Login
Multi-Step Forms:
Step 1 (Name) → Validation
↓ [Valid]
Step 2 (Email) → Validation
↓ [Valid]
Step 3 (Password) → Validation
↓ [Valid]
Success Screen
State Management:
Component: Button
States:
- Default
- Hover
- Pressed
- Disabled
- Loading
Prototype:
On click → Change to "Loading"
After delay → Navigate to next screen
Phase 4: Framer Prototyping
When to Use Framer
Use Framer for:
- Complex animations
- Code-driven interactions
- Real data integration
- Advanced logic
- Production-ready components
Framer Code Component Example
// components/Counter.tsx
import { useState } from 'react'
export function Counter() {
const [count, setCount] = useState(0)
return (
<div
style={{
display: 'flex',
flexDirection: 'column',
alignItems: 'center',
gap: 16
}}
>
<h1 style={{ fontSize: 48 }}>{count}</h1>
<div style={{ display: 'flex', gap: 8 }}>
<button
onClick={() => setCount(count - 1)}
style={{
padding: '12px 24px',
fontSize: 16,
borderRadius: How to use prototype-designer on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add prototype-designer
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches prototype-designer from GitHub repository daffy0208/ai-dev-standards and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate prototype-designer. Access the skill through slash commands (e.g., /prototype-designer) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.6★★★★★32 reviews- ★★★★★Shikha Mishra· Dec 24, 2024
prototype-designer has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Min Lopez· Dec 4, 2024
Keeps context tight: prototype-designer is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Yash Thakker· Nov 15, 2024
Solid pick for teams standardizing on skills: prototype-designer is focused, and the summary matches what you get after install.
- ★★★★★Dhruvi Jain· Oct 6, 2024
We added prototype-designer from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Henry White· Sep 25, 2024
We added prototype-designer from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Rahul Santra· Sep 13, 2024
Keeps context tight: prototype-designer is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Naina Menon· Sep 9, 2024
prototype-designer reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Charlotte Martin· Aug 28, 2024
I recommend prototype-designer for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Carlos Yang· Aug 16, 2024
Solid pick for teams standardizing on skills: prototype-designer is focused, and the summary matches what you get after install.
- ★★★★★Pratham Ware· Aug 4, 2024
Registry listing for prototype-designer matched our evaluation — installs cleanly and behaves as described in the markdown.
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