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Book weekly restaurants and surface daily discoveries from your data

An OpenClaw agent with access to ChatGPT, Google and Instagram history books weekly restaurants, sends daily recommendations, and proposes memory updates for the user to approve.

Done withOpenClaw

What they did
The commenter gave an OpenClaw agent access to their ChatGPT, Google and Instagram history through context-use. The agent uses years of Instagram stories to find and book a restaurant each week. Each day it sends three discoveries drawn from their activity, plus a proposed memory diff that the user edits and approves by hand.
How it went
The agent found and booked Osteria Vibrato, where the user dined the previous night. It also suggested The God of Small Things after spotting an upcoming Kerala trip, and the user loved the book.
Worth knowing
The commenter is on the team building context-use, so this is a firsthand but promotional account, and it gives no cost or setup detail.

Try it yourself with OpenClaw

Using my [ChatGPT/Google/Instagram] history that I've given you access to, learn my food tastes and find [number] restaurants in [city] I'd probably like. Each [day of week], propose one booking for [party size] on [preferred evening], and each morning send me one recommendation. Pause and ask me before making any reservation, and show me any memory updates for approval before saving them.

Read the original ↗

Source: HN · Mar 22, 2026

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