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general-automation Fleet Shield A
~5 min setup
Nutrition Tracker from Meal Photos
Automate nutrition tracking with meal photos
What this pack does
# Nutrition Tracker from Meal Photos
## What It Does
The Nutrition Tracker from Meal Photos automation helps dietitians and nutritionists track their clients' meal nutrition by analyzing photos sent via LINE, extracting nutritional information using AI, and logging the data in Google Sheets. This saves time and effort in monitoring clients' eating habits. The automation processes the photos, identifies the food items, and records the corresponding nutritional data. As a result, dietitians and nutritionists can focus on providing personalized advice and guidance.
## Who Needs This
Dietitians and nutritionists who currently manually track their clients' meal nutrition will benefit from this automation. They often spend a significant amount of time reviewing photos, identifying food items, and logging nutritional data, taking away from the time they can devote to client consultations and personalized guidance. By automating this process, they can streamline their workflow and improve client care.
## How It Works — Step by Step
1. You receive meal photos from clients via LINE, a popular messaging platform.
2. The automation detects new photos received in the designated LINE chat.
3. It analyzes the photos using AI to identify the food items and their corresponding nutritional information.
4. The automation extracts the nutritional data, such as calories, macronutrients, and other relevant details.
5. It logs the extracted data in a designated Google Sheets document, creating a record of the client's meal history.
6. You can access the logged data in Google Sheets, allowing you to track your clients' eating habits and provide informed guidance.
7. The automation updates the Google Sheets document in real-time, ensuring that you have the most up-to-date information.
8. You can review the data, identify patterns, and make recommendations to your clients based on their nutritional intake.
## What You Get
* A Google Sheets document containing the logged nutritional data for each client
* A record of the clients' meal history, including the date, time, and nutritional information
* Automated tracking of clients' eating habits, saving time and effort
* Accurate and reliable nutritional data, extracted using AI analysis
* Real-time updates to the Google Sheets document, ensuring you have the latest information
## Setup Requirements
* A LINE account for receiving client meal photos
* A Google Sheets account for storing the logged nutritional data
* A Google Gemini API key for AI analysis
* A Google account with the necessary permissions to access Google Sheets
## Pricing
$39 one-time
*No subscription. Yours to keep and run as many times as you want.*
1Pack Contents
OpenClaw AI agent pack
This product is sold as a ready-to-install OpenClaw pack with a real install or delivery path.
automationai-agenthealth-nutrition
Get this Pack Live
1
Purchase or Request Delivery
This agent pack is delivered as a working OpenClaw-ready package, not a raw source dump.
Complete checkout for nutrition-tracker-from-meal-photos and follow the guided delivery steps.
2
Connect Credentials and Environment
If the pack needs keys or credentials, the install flow tells you exactly what to connect.
openclaw skill install nutrition-tracker-from-meal-photos
3
Run the Agent Workflow
Once delivered, the pack should be usable from OpenClaw with a real agent-facing path, not just source files.
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