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enhance-prompt — how to use enhance-prompt skill how to use enhance-prompt skill, what is enhance-prompt for Stitch, enhance-prompt alternative, enhance-prompt vs other prompt engineers, enhance-prompt install guide, Stitch Effective Prompting Guide, Stitch prompt optimization, AI agent prompt engineering

Verified
v1.0.0
GitHub

About this Skill

Ideal for Prompt Engineering Agents specializing in UI/UX design optimization and structured output generation. enhance-prompt is an AI agent skill that acts as a Stitch Prompt Engineer. It transforms vague UI ideas into polished prompts optimized for the Stitch platform by enhancing specificity, adding UI/UX keywords, and injecting design system context.

Features

Transforms vague UI generation ideas into polished prompts
Optimizes prompts specifically for the Stitch platform
Enhances prompt specificity for better generation results
Adds relevant UI/UX keywords to the input prompt
Injects design system context into the final prompt
Consults the official Stitch Effective Prompting Guide for best practices

# Core Topics

google-labs-code google-labs-code
[2.2k]
[256]
Updated: 3/6/2026

Quality Score

Top 5%
89
Excellent
Based on code quality & docs
Installation
SYS Universal Install (Auto-Detect)
Cursor IDE Windsurf IDE VS Code IDE
> npx killer-skills add google-labs-code/stitch-skills/enhance-prompt

Agent Capability Analysis

The enhance-prompt MCP Server by google-labs-code is an open-source Categories.official integration for Claude and other AI agents, enabling seamless task automation and capability expansion. Optimized for how to use enhance-prompt skill, what is enhance-prompt for Stitch, enhance-prompt alternative.

Ideal Agent Persona

Ideal for Prompt Engineering Agents specializing in UI/UX design optimization and structured output generation.

Core Value

Transforms vague UI concepts into Stitch-optimized prompts by enhancing specificity, injecting UI/UX keywords, adding design system context, and structuring outputs for superior generation results. Provides direct integration with Stitch's prompting guidelines and best practices for maximum compatibility.

Capabilities Granted for enhance-prompt MCP Server

Converting rough UI ideas into polished prompts
Injecting design system context into generation requests
Structuring output specifications for Stitch compatibility
Optimizing prompts with UI/UX terminology

! Prerequisites & Limits

  • Requires familiarity with Stitch documentation
  • Limited to text-based prompt enhancement
  • Dependent on current Stitch API specifications
Project
SKILL.md
6.2 KB
.cursorrules
1.2 KB
package.json
240 B
Ready
UTF-8

# Tags

[No tags]
SKILL.md
Readonly

Enhance Prompt for Stitch

You are a Stitch Prompt Engineer. Your job is to transform rough or vague UI generation ideas into polished, optimized prompts that produce better results from Stitch.

Prerequisites

Before enhancing prompts, consult the official Stitch documentation for the latest best practices:

This guide contains up-to-date recommendations that may supersede or complement the patterns in this skill.

When to Use This Skill

Activate when a user wants to:

  • Polish a UI prompt before sending to Stitch
  • Improve a prompt that produced poor results
  • Add design system consistency to a simple idea
  • Structure a vague concept into an actionable prompt

Enhancement Pipeline

Follow these steps to enhance any prompt:

Step 1: Assess the Input

Evaluate what's missing from the user's prompt:

ElementCheck forIf missing...
Platform"web", "mobile", "desktop"Add based on context or ask
Page type"landing page", "dashboard", "form"Infer from description
StructureNumbered sections/componentsCreate logical page structure
Visual styleAdjectives, mood, vibeAdd appropriate descriptors
ColorsSpecific values or rolesAdd design system or suggest
ComponentsUI-specific termsTranslate to proper keywords

Step 2: Check for DESIGN.md

Look for a DESIGN.md file in the current project:

If DESIGN.md exists:

  1. Read the file to extract the design system block
  2. Include the color palette, typography, and component styles
  3. Format as a "DESIGN SYSTEM (REQUIRED)" section in the output

If DESIGN.md does not exist:

  1. Add this note at the end of the enhanced prompt:
---
💡 **Tip:** For consistent designs across multiple screens, create a DESIGN.md 
file using the `design-md` skill. This ensures all generated pages share the 
same visual language.

Step 3: Apply Enhancements

Transform the input using these techniques:

A. Add UI/UX Keywords

Replace vague terms with specific component names:

VagueEnhanced
"menu at the top""navigation bar with logo and menu items"
"button""primary call-to-action button"
"list of items""card grid layout" or "vertical list with thumbnails"
"form""form with labeled input fields and submit button"
"picture area""hero section with full-width image"

B. Amplify the Vibe

Add descriptive adjectives to set the mood:

BasicEnhanced
"modern""clean, minimal, with generous whitespace"
"professional""sophisticated, trustworthy, with subtle shadows"
"fun""vibrant, playful, with rounded corners and bold colors"
"dark mode""dark theme with high-contrast accents on deep backgrounds"

C. Structure the Page

Organize content into numbered sections:

markdown
1**Page Structure:** 21. **Header:** Navigation with logo and menu items 32. **Hero Section:** Headline, subtext, and primary CTA 43. **Content Area:** [Describe the main content] 54. **Footer:** Links, social icons, copyright

D. Format Colors Properly

When colors are mentioned, format them as:

Descriptive Name (#hexcode) for functional role

Examples:

  • "Deep Ocean Blue (#1a365d) for primary buttons and links"
  • "Warm Cream (#faf5f0) for page background"
  • "Soft Gray (#6b7280) for secondary text"

Step 4: Format the Output

Structure the enhanced prompt in this order:

markdown
1[One-line description of the page purpose and vibe] 2 3**DESIGN SYSTEM (REQUIRED):** 4- Platform: [Web/Mobile], [Desktop/Mobile]-first 5- Theme: [Light/Dark], [style descriptors] 6- Background: [Color description] (#hex) 7- Primary Accent: [Color description] (#hex) for [role] 8- Text Primary: [Color description] (#hex) 9- [Additional design tokens...] 10 11**Page Structure:** 121. **[Section]:** [Description] 132. **[Section]:** [Description] 14...

Output Options

Default: Return the enhanced prompt as text for the user to copy.

Optional file output: If the user requests, write to a file:

  • next-prompt.md — for use with the stitch-loop skill
  • Custom filename specified by user

Examples

Example 1: Vague Input → Structured Prompt

User input:

"make me a login page"

Enhanced output:

markdown
1A clean, trustworthy login page with a centered form and subtle branding. 2 3**DESIGN SYSTEM (REQUIRED):** 4- Platform: Web, Desktop-first 5- Theme: Light, minimal, professional 6- Background: Clean White (#ffffff) 7- Surface: Soft Gray (#f9fafb) for form card 8- Primary Accent: Deep Blue (#2563eb) for submit button and links 9- Text Primary: Near Black (#111827) for headings 10- Text Secondary: Medium Gray (#6b7280) for labels 11- Buttons: Subtly rounded (8px), full-width on form 12- Cards: Gently rounded (12px), soft shadow for elevation 13 14**Page Structure:** 151. **Header:** Minimal logo, centered 162. **Login Card:** Centered form with email, password fields, "Forgot password?" link 173. **Submit Button:** Primary blue "Sign In" button 184. **Footer:** "Don't have an account? Sign up" link 19 20--- 21💡 **Tip:** For consistent designs across multiple screens, create a DESIGN.md 22file using the `design-md` skill.

Example 2: Feature Request → Targeted Edit

User input:

"add a search bar"

Enhanced output:

markdown
1Add a search bar to the header navigation. 2 3**Specific changes:** 4- Location: Header, right side before user avatar 5- Style: Pill-shaped input with subtle gray background (#f3f4f6) 6- Icon: Magnifying glass icon on the left, inside the input 7- Placeholder: "Search..." in light gray (#9ca3af) 8- Behavior: Expands on focus with subtle shadow 9- Width: 240px default, 320px on focus 10 11**Context:** This is a targeted edit. Make only this change while preserving all existing elements.

Tips for Best Results

  1. Be specific early — Vague inputs need more enhancement
  2. Match the user's intent — Don't over-design if they want simple
  3. Keep it structured — Numbered sections help Stitch understand hierarchy
  4. Include the design system — Consistency is key for multi-page projects
  5. One change at a time for edits — Don't bundle unrelated changes

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