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.

Best use case

enhance-prompt is best used when you need a repeatable AI agent workflow instead of a one-off 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.

Teams using enhance-prompt should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/enhance-prompt/SKILL.md --create-dirs "https://raw.githubusercontent.com/stevengonsalvez/agents-in-a-box/main/toolkit/packages/skills/enhance-prompt/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/enhance-prompt/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How enhance-prompt Compares

Feature / Agentenhance-promptStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this 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.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# 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:

- **Stitch Effective Prompting Guide**: https://stitch.withgoogle.com/docs/learn/prompting/

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:

| Element | Check for | If missing... |
|---------|-----------|---------------|
| **Platform** | "web", "mobile", "desktop" | Add based on context or ask |
| **Page type** | "landing page", "dashboard", "form" | Infer from description |
| **Structure** | Numbered sections/components | Create logical page structure |
| **Visual style** | Adjectives, mood, vibe | Add appropriate descriptors |
| **Colors** | Specific values or roles | Add design system or suggest |
| **Components** | UI-specific terms | Translate 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:

| Vague | Enhanced |
|-------|----------|
| "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:

| Basic | Enhanced |
|-------|----------|
| "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

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