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.