techwavedev 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:
- Read the file to extract the design system block
- Include the color palette, typography, and component styles
- Format as a "DESIGN SYSTEM (REQUIRED)" section in the output
If DESIGN.md does not exist:
- 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:
**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 thestitch-loopskill- 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
- Be specific early — Vague inputs need more enhancement
- Match the user's intent — Don't over-design if they want simple
- Keep it structured — Numbered sections help Stitch understand hierarchy
- Include the design system — Consistency is key for multi-page projects
- One change at a time for edits — Don't bundle unrelated changes
AGI Framework Integration
Adapted for @techwavedev/agi-agent-kit Original source: antigravity-awesome-skills
Memory-First Protocol
Retrieve prior design decisions (color palettes, typography, spacing scales) to maintain visual consistency across sessions. Cache generated design tokens.
# Check for prior frontend/design context before starting
python3 execution/memory_manager.py auto --query "design system decisions and component patterns for Enhance Prompt"
Storing Results
After completing work, store frontend/design decisions for future sessions:
python3 execution/memory_manager.py store \
--content "Design system: adopted 8px grid, Inter font family, HSL color tokens with dark mode support" \
--type decision --project <project> \
--tags enhance-prompt frontend
Multi-Agent Collaboration
Share design decisions with backend agents (API contract changes) and QA agents (visual regression baselines).
python3 execution/cross_agent_context.py store \
--agent "<your-agent>" \
--action "Implemented UI components — new design system with accessibility compliance (WCAG 2.1 AA)" \
--project <project>
Design Memory Persistence
Store design system tokens and component decisions in Qdrant so any agent on any platform (Claude, Gemini, Cursor) can retrieve and apply consistent styling.