Plan family meals and enter recipes into Grocy

One of the biggest problems I have with AI is that it can do so many things that it's hard to know where to start. Task: The user addressed meal planning stress by building a system with Grocy in Home Assistant and Claude Cowork. They provided recipe sources, and Claude used computer use features to enter recipes into Grocy, adjusting portions for a family of four. The user manually selected three weekly meals, and Claude optimized the remaining two to minimize waste using leftover ingredients, generating a shopping list in Grocy.; tools: Claude Cowork. Human role: The original post does not say how a person stayed involved.; limitations: Prerequisites include a self-hosted Grocy instance within Home Assistant and access to Claude Cowork with computer use capabilities. The workflow requires human intervention to select initial meals and verify recipe data entry. The author noted the system is not yet fully automated for online shopping, requiring manual checkout..

Tools

Claude Cowork

Published on Agent Work Atlas:

Overview

One of the biggest problems I have with AI is that it can do so many things that it's hard to know where to start.

Workflow

The user addressed meal planning stress by building a system with Grocy in Home Assistant and Claude Cowork. They provided recipe sources, and Claude used computer use features to enter recipes into Grocy, adjusting portions for a family of four. The user manually selected three weekly meals, and Claude optimized the remaining two to minimize waste using leftover ingredients, generating a shopping list in Grocy.

Reported result

The author reported that the prototype was up and running far more quickly than manual entry, with all recipes added and categories created after minor tweaks. No specific metrics on time saved or waste reduction were provided. The system is described as functional but incomplete, with future plans to automate online grocery basket filling.

Human role

The original post does not say how a person stayed involved.

Limitations

Prerequisites include a self-hosted Grocy instance within Home Assistant and access to Claude Cowork with computer use capabilities. The workflow requires human intervention to select initial meals and verify recipe data entry. The author noted the system is not yet fully automated for online shopping, requiring manual checkout.

Try it

Act as a meal planning assistant using Grocy and Claude. First, verify I have a running Grocy instance in Home Assistant and provide my login URL. I will supply a list of [replaceable recipe sources: URLs or text]. Use computer use to enter these recipes into Grocy, scaling ingredients for [replaceable household size]. Once entered, I will select [replaceable number] meals for the week. Analyze the Grocy inventory to suggest [replaceable number] additional meals that minimize waste by using leftover perishable ingredients. Generate a consolidated shopping list in Grocy. Before finalizing, show me the proposed meal plan and shopping list for approval. Do not proceed to online grocery ordering without my explicit confirmation. If any recipe entry fails, report the error and ask for manual input.

Original source

Source reports are not independently verified. Publication date is the catalog publication date, not the original article date.

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