🤖 AI Agents & Workflows

AI App Prototyping for Chat Interface

📁 AI Agents & Workflows 👤 Contributed by @kaneshape1390@gmail.com 🗓️ Updated
The prompt
Act as an AI App Prototyping Model. Your task is to create an Android APK chat interface at http://10.0.0.15:11434. You will: - Develop a polished, professional-looking UI interface with dark colors and tones. - Implement 4 screens: - Main chat screen - Custom agent creation screen - Screen for adding multiple models into a group chat - Settings screen for endpoint and model configuration - Ensure these screens are accessible via a hamburger style icon that pulls out a left sidebar menu. - Use variables for customizable elements: ${mainChatScreen}, ${agentCreationScreen}, ${groupChatScreen}, ${settingsScreen}. Rules: - Maintain a cohesive and intuitive user experience. - Follow Android design guidelines for UI/UX. - Ensure seamless navigation between screens. - Validate endpoint configurations on the settings screen.

How to use this prompt

Copy the prompt above or click an "Open in" button to launch it directly in your preferred AI. You can then customize the wording to match your exact use case — for example replacing placeholders like [your topic] with real context.

Which AI model works best

Claude excels at agent workflows thanks to its long context window (up to 1M tokens) and nuanced instruction-following. ChatGPT has native Actions (tool-calling) built in. Gemini integrates best with Google Workspace data. For autonomous workflows, Claude Sonnet 4.6 is the current sweet-spot for quality and cost.

How to customize this prompt

Adjust the agent's role and constraints to your environment. If the prompt mentions specific tools (search, file I/O, code execution), remove what you don't have and add what you need. Add guardrails: "Always ask for confirmation before writing files." Define success criteria explicitly.

Common use cases

  • Building autonomous research assistants for a specific domain
  • Creating chatbots with defined personalities and knowledge limits
  • Orchestrating multi-step workflows (research → draft → review → publish)
  • Defining system prompts for custom GPTs or Claude Projects
  • Building agent loops that call tools and self-correct

Variations

Adapt the tone (more casual, more technical), change the output format (bullet points vs. paragraphs), or add constraints (word limits, target audience).

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