MCPInstall

enhance-prompt

Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

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Install

Works with every agent the skills CLI supports.

npx skills add https://github.com/leonxlnx/stitch-skills --skill enhance-prompt
  1. 01

    Install

    Run the command in your project. The CLI asks which agents to install for.

  2. 02

    Describe the task

    Ask your agent for something this skill covers. It loads enhance-prompt automatically when relevant.

  3. 03

    Review the result

    The agent follows the SKILL.md steps, scripts and references bundled with the skill.

SKILL.md

The instructions your agent reads when the skill is triggered.

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:

**Page Structure:**
1. **Header:** Navigation with logo and menu items
2. **Hero Section:** Headline, subtext, and primary CTA
3. **Content Area:** [Describe the main content]
4. **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:

[One-line description of the page purpose and vibe]

**DESIGN SYSTEM (REQUIRED):**
- Platform: [Web/Mobile], [Desktop/Mobile]-first
- Theme: [Light/Dark], [style descriptors]
- Background: [Color description] (#hex)
- Primary Accent: [Color description] (#hex) for [role]
- Text Primary: [Color description] (#hex)
- [Additional design tokens...]

**Page Structure:**
1. **[Section]:** [Description]
2. **[Section]:** [Description]
...

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:

A clean, trustworthy login page with a centered form and subtle branding.

**DESIGN SYSTEM (REQUIRED):**
- Platform: Web, Desktop-first
- Theme: Light, minimal, professional
- Background: Clean White (#ffffff)
- Surface: Soft Gray (#f9fafb) for form card
- Primary Accent: Deep Blue (#2563eb) for submit button and links
- Text Primary: Near Black (#111827) for headings
- Text Secondary: Medium Gray (#6b7280) for labels
- Buttons: Subtly rounded (8px), full-width on form
- Cards: Gently rounded (12px), soft shadow for elevation

**Page Structure:**
1. **Header:** Minimal logo, centered
2. **Login Card:** Centered form with email, password fields, "Forgot password?" link
3. **Submit Button:** Primary blue "Sign In" button
4. **Footer:** "Don't have an account? Sign up" link

---
💡 **Tip:** For consistent designs across multiple screens, create a DESIGN.md 
file using the `design-md` skill.

Example 2: Feature Request → Targeted Edit

User input:

"add a search bar"

Enhanced output:

Add a search bar to the header navigation.

**Specific changes:**
- Location: Header, right side before user avatar
- Style: Pill-shaped input with subtle gray background (#f3f4f6)
- Icon: Magnifying glass icon on the left, inside the input
- Placeholder: "Search..." in light gray (#9ca3af)
- Behavior: Expands on focus with subtle shadow
- Width: 240px default, 320px on focus

**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

FAQ

What does the enhance-prompt skill do?

Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

How do I install enhance-prompt?

Run npx skills add https://github.com/leonxlnx/stitch-skills --skill enhance-prompt in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/enhance-prompt/ (personal) or .claude/skills/enhance-prompt/ (project).

Which AI agents can use enhance-prompt?

Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.

Is enhance-prompt safe to install?

No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.

Who maintains enhance-prompt?

It is published by leonxlnx in leonxlnx/stitch-skills. It has 99 recorded installs.

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