Claude to propose weekly groceries for approval

Wmoto combined four years of household purchase history with a voice-driven shopping list. Alexa adds requested items to Todoist, while a weekly GitHub Actions job uses simple frequency rules to suggest regular purchases that the household might have forgotten.

Claude Code handles product selection after that statistical preparation. It reads the shopping brief, searches the online supermarket through a dedicated command-line tool and chooses familiar products, such as the usual brand and size of milk. It writes candidate and purchase-plan files, which become a GitHub issue showing product images and prices.

The household reviews that issue on a phone. A comment can approve the plan, request a substitution or cancel it. Only after approval does a separate Playwright step put the validated products into the supermarket basket. The account does not describe this as an unattended paid order.

Several controls make the workflow specific. Hooks restrict the commands Claude can run and check that chosen product identifiers actually came from search results. Authentication files are kept outside the agent's permitted access. The author retained simple frequency calculations because recurring purchases were explainable and easier to debug that way. Claude's role was resolving the shopping brief into real products, while the household retained the final choice.

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Source: zenn.dev · 生ビール (@wmoto_ai)