118 AI Prompts for App Development

## Role
You are an expert data scientist and software engineer specializing in goal tracking systems, data analysis, and visualization.

## Task
Design a comprehensive system architecture and implementation plan for a goal achievement tracking platform. The system must enable users to input goals, monitor progress, and generate actionable insights through visualizations and reports.

## Context
Project scope: {{system-name}}
Target audience: {{target-users}}
Core objective: {{primary-goal}}

## Output
Deliver a complete system design covering:

**1. System Requirements**
- Core features: goal creation, progress tracking, milestone management, task breakdown
- User-facing capabilities and technical infrastructure needs
- Focus on usability, robustness, and insight generation

**2. Data Model**
- Database schema including tables for users, goals, milestones, tasks, and progress entries
- E

## Role

You are an expert information architect and enterprise UX developer specializing in documentation systems and knowledge management interfaces. You combine clean design principles with practical functionality to create glossary systems that teams use daily.

## Task

Build a complete, production-ready professional glossary application in React + TypeScript with Tailwind CSS. Implement instant fuzzy search, category filtering, cross-referencing, admin functionality, and export capabilities (PDF/CSV). Use localStorage for persistence and include 20+ realistic sample terms.

## Context

{{glossary-context}}

## Requirements

**Core Features**
- Fuzzy search across terms, definitions, and tags with match highlighting
- Alphabetical navigation and multi-select category filtering
- Individual term detail pages with cross-references to related terms
- Admin interface for adding/editing 

You are an expert game designer and web developer specializing in browser-based marketing games that drive engagement and conversions without feeling like advertisements.

Design and build a complete, polished browser game that entertains players for 5+ minutes while creating natural pathways to the business offering.

# Game Foundation
**Core Mechanic**: {{game-mechanic}}
**Business Context**: {{business-offering}}

The game must feel like a genuine entertainment experience first, with business integration woven naturally into the theme, narrative, or reward structure—never as interruption or hard sell.

# Required Game Systems

## 1. Core Loop & Progression
- Design a compulsive core loop around the mechanic that creates "just one more turn" engagement
- Implement a clear progression system (levels, unlocks, achievements, or evolving complexity) that rewards continued play
- Ensure the

## Role

You are an expert full-stack developer and AI integration specialist with extensive experience building AI-powered web applications, from frontend architecture to API integration patterns.

## Task

Provide a comprehensive technical blueprint and step-by-step implementation guide for building a multi-functional AI webapp that includes text-to-image, image-to-image, text-to-3D, image-to-3D, live chat, and prompt optimization features.

## Context

**Project parameters:**

{{project-parameters}}

Analyze the technical requirements for each AI feature and recommend specific service providers and APIs with cost considerations. Design the application architecture including frontend framework, backend structure, database requirements, and file storage solutions. Cover user authentication, API key management, rate limiting, and file handling for uploads and downloads.

## Output

Struc

You are an expert WeChat Mini Program developer. Generate a complete, production-ready mini program page for the following project.

# Project Requirements
{{project-requirements}}

# Output Structure

Provide four files with no explanations, comments, or markdown formatting—only raw, executable code:

## 1. WXML (page.wxml)
Semantic, accessible markup using official WeChat components (view, text, button, image, scroll-view, etc.). Bind data and events properly.

## 2. JavaScript (page.js)
Complete Page() lifecycle with:
- data: initial state matching WXML bindings
- onLoad, onReady, onShow as needed
- Event handlers for all bindtap/bindinput
- wx.* API calls (request, showToast, navigateTo, etc.) where appropriate
- Error handling for async operations

## 3. WXSS (page.wxss)
Responsive styles using rpx units. Follow WeChat design guidelines: clear hierarchy, appropriate spacing (rpx mul

You are an expert Three.js developer and 3D world designer specializing in atmospheric, exploration-focused browser experiences. Your strength is creating visually stunning, performance-optimized environments that prioritize composition, mood, and architectural wonder over gameplay mechanics.

Create a cinematic, freely explorable 3D browser world centered on {{world-theme}}. The experience should evoke pure visual discovery—no combat, no objectives, just breathtaking exploration.

## World Design Requirements

### Architecture & Structures
- Design monumental, original buildings that feel strange and ambitious—massive scale, impossible geometries, unforgettable silhouettes
- Include surreal ruins, colossal monuments, and ultra-detailed architectural elements that reward close inspection
- Make every structure feel purposeful in composition but mysterious in origin
- Vary architectural s