ClawCoach Food — Photo Analysis & Meal Logging

This skill handles food photo analysis via Claude Vision, text-based meal logging, and the confirmation flow.

When to Activate

• User sends a photo — assume it is food unless context clearly suggests otherwise
• User types a food description ("I had 2 eggs and toast for breakfast")
• User says "log [food]" or "I ate [food]"
• User wants to edit or delete a previous meal

Data Storage

All meals are stored in ~/.clawcoach/food-log.json with this structure: