subagent-driven-development
Dispatch fresh subagents per task with two-stage review (spec compliance, then code quality) in the current session.
enhance-prompt
Transforms vague UI ideas into polished, Stitch-optimized prompts with design system context.
Full skill instructions
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.
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.
Activate when a user wants to:
Follow these steps to enhance any prompt:
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 |
Look for a DESIGN.md file in the current project:
If DESIGN.md exists:
If DESIGN.md does not exist:
---
💡 **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.
Transform the input using these techniques:
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" |
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" |
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
When colors are mentioned, format them as:
Descriptive Name (#hexcode) for functional role
Examples:
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]
...
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 skillUser 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.
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.
Dispatch fresh subagents per task with two-stage review (spec compliance, then code quality) in the current session.
ai image generation
ai video generation
agent tools
ai avatar video
Optimize content for discovery, citation, and visibility across AI search platforms and LLM assistants.
Official skill for integrating Firebase AI Logic (Gemini API) into web applications. Covers setup, multimodal inference, structured output, and security.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Smart router across 11+ image models for text-to-image and image-to-image generation via RunComfy CLI.
Route across 10+ video models (HappyHorse, Kling, Seedance, Veo, Wan, Hailuo, Dreamina) for text-to-video, image-to-video, and video extension.
Create talking-head and avatar videos by routing audio + image across five specialized models.
Generate vocal songs, instrumentals, jingles, and game loops via smart model routing across ElevenLabs and ACE Step.
A tool to turn screen demos into automated workflows.
Automate Your Business Processes Effortlessly with Microsoft Power Automate
Deploy autonomous AI Agents effortlessly in your browser.
Automate Your Business with Cheat Layer's Cutting-Edge AI
Get sh*t done faster with AI-powered writing and task automation.
Create AI workflows with drag-and-drop simplicity.
Automate Your Tasks with AutoGPT by aliabid94
Extend your apps, accelerate work