mobile-ai-features

Integrates AI vision, text generation, and audio transcription into React Native and Expo apps with secure backend proxies.

2|Updated Apr 3, 2026
One-click install
npx skills add https://github.com/TMHSDigital/Mobile-App-Developer-Tools --skill mobile-ai-features
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mobile-ai-features
Source: https://github.com/TMHSDigital/Mobile-App-Developer-Tools/tree/main/skills/mobile-ai-features
Command: npx skills add https://github.com/TMHSDigital/Mobile-App-Developer-Tools --skill mobile-ai-features

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Mobile apps need to integrate image understanding, generative text, and audio transcription while avoiding insecure key storage, large payloads, and poor UX; this Skill explains how to connect Expo/React Native apps to modern AI providers safely and efficiently.

Core Features & Use Cases

  • Secure API key management: Use backend proxies (edge functions or servers) to keep provider keys out of the app binary and authenticate mobile clients with short-lived tokens.
  • Vision integration: Capture and downscale photos from the camera, convert to base64 or upload, and send to vision-capable models for descriptions, labeling, or multimodal prompts.
  • Text generation & streaming: Create chat-style UIs with streaming token support to update the interface progressively for better responsiveness.
  • Audio transcription: Record audio with expo-av and send multipart form data to a transcription endpoint such as Whisper.
  • Operational guidance: Recommendations for image quality, payload size, timeouts, error handling, cost awareness, and permission management make production behavior more robust.
  • Use Cases: Photo description for accessibility features, in-app chatbots, voice note transcription, and multimodal search in mobile apps.

Quick Start

Create a small backend proxy that holds your AI provider key and call it from your Expo app to send a reduced-quality camera image for a descriptive response.

Frequently Asked Questions about mobile-ai-features

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I securely integrate AI vision and transcription into a React Native app?

Secure AI integration in React Native uses a backend proxy to hold provider keys, authenticating mobile clients with short-lived tokens to keep credentials out of the app binary.

What is the best way to handle streaming chat responses in an Expo mobile application?

Streaming chat responses in Expo use streaming token support to update the interface progressively, ensuring better responsiveness for chatbot UIs during text generation.

How do I send camera images for AI vision analysis from an Expo app?

Vision analysis from Expo captures and downscales photos, converts them to base64 or uploads them, and sends the media to vision-capable models for descriptions or multimodal prompts.

Can I use expo-av to record audio and send it to a transcription endpoint?

Yes, expo-av records audio that you send as multipart form data to a transcription endpoint like Whisper, enabling voice note transcription within your mobile application.

What limitations should I consider when building AI chat flows in React Native?

AI chat flows in React Native require managing payload size limits, setting timeouts, handling errors, monitoring cost awareness, and configuring client-side permissions for robust production behavior.