Enhance Prompt logo

Enhance Prompt

OrganizationPopular
google-labs-code
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.

Overview

Publishergoogle-labs-code
Repositorystitch-skills
Skill nameenhance-prompt
Stars
8.3K
Forks
1.1K
Bundled files
1
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by google-labs-code on GitHub. Read the source before you install it.

Installation

Install the Enhance Prompt AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/google-labs-code/stitch-skills.git /tmp/stitch-skills
mkdir -p .claude/skills
cp -r /tmp/stitch-skills/plugins/stitch-utilities/skills/enhance-prompt .claude/skills/enhance-prompt
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Enhance Prompt in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Enhance Prompt on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Enhance Prompt is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

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
**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:

markdown
[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:

markdown
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:

markdown
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

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Enhance Prompt AI 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.

Why use Enhance Prompt on TypingMind?

Because you install it once and use it with any model. Enhance Prompt is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Enhance Prompt in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/google-labs-code/stitch-skills/tree/main/plugins/stitch-utilities/skills/enhance-prompt. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Enhance Prompt?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Enhance Prompt?

As many as you like. As long as a model supports skills, you can use Enhance Prompt with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Enhance Prompt AI skill free?

Yes. It is published on GitHub by google-labs-code under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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