Real Agent Cases

Turn fridge photos into dinner recipes with Grok

Posted
by @dobbenner
Last checked
Method:
How we verify

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Beginner-friendlyNo logins, payments or coding needed. Low risk: paste the prompt and you should get something useful.

Outcome

For the past few meals, a poster has sent Grok photos of what's in his fridge plus a list of what else he has, and says it came back with great recipes; the latest used an ingredient he'd never cooked with and was far tastier than his usual baked potato with butter.

Agent

Grok

Prompt Recreated prompt

The source didn't share its exact prompt, so we wrote this from what it describes.

Let's work this out together. I'll tell you what I know, you suggest options and ask what you need, and we'll narrow it down step by step. Nothing gets booked, bought or sent until I say so.

Goal: Let's come up with a dinner from what's already in my fridge and cupboard.

What I'll share as we go:
- Photos of the fridge and pantry
- Other staples I have
- How much time I have and any dietary needs

Rules:
- List what you can see in the photos so I can correct it.
- Suggest 2-3 recipes that use mostly what I have, including one that tries something new.
- Give step-by-step instructions and timings.
- Flag anything I'd need to buy.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.

Output: A confirmed ingredient list, recipe options and full steps for the one I choose.

You'll know it worked when: I cook a good dinner without a trip to the store.

Try this in:

Sends the Recreated prompt shown above. ChatGPT and Grok open with it filled in, and ChatGPT may send it straight away. Gemini opens empty, so we copy the prompt for you to paste. Every button also copies it.

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Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Let's work this out together. I'll tell you what I know, you suggest options and ask what you need, and we'll narrow it down step by step. Nothing gets booked, bought or sent until I say so.

Goal: Let's come up with a dinner from what's already in my fridge and cupboard.

What I'll share as we go:
- Photos of the fridge and pantry
- Other staples I have
- How much time I have and any dietary needs

Rules:
- List what you can see in the photos so I can correct it.
- Suggest 2-3 recipes that use mostly what I have, including one that tries something new.
- Give step-by-step instructions and timings.
- Flag anything I'd need to buy.
- If a site asks for a login, a CAPTCHA or payment details, stop and hand control back to me.
- Ask for my OK before you pay, book, send, submit or cancel anything.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.
- Remind me to check use-by dates on anything you suggest using.

Output: A confirmed ingredient list, recipe options and full steps for the one I choose.

You'll know it worked when: I cook a good dinner without a trip to the store.

Before you finish: re-read my goal and constraints, check your answer against each one, and list anything you assumed or couldn't confirm.

Source

https://x.com/dobbenner/status/2110219127235432835

  • Daniel G. Taylor, who is single and wants to cook once for the week, had beef chunks near their use-by date, soft carrots, sprouting potatoes and half an onion. Taylor listed the ingredients for Gemini with the constraints: feed one person for multiple meals, use pantry staples and need minimal extra shopping. Gemini produced a beef and winter vegetable stew that cost under $12, will feed Taylor for five days and used up food that was heading for the bin.

    Gemini · Personal · Source date:

  • Two sisters cooking together open the fridge, give Grok the ingredients and ask it to make the meal healthy, savoury and spicy, using as many vegetables, herbs and seasonings as possible. The poster shared the result, a spaghetti squash with spicy veggie-packed beef sauce and a two-ingredient pineapple coconut sorbet, and says the dinner delivered.

    Grok · Personal · Source date:

  • Tom's Guide's Josh Render photographed chicken thighs, salad and avocados and asked ChatGPT and Gemini for a healthy meal with those ingredients, then asked each for a week of varied, healthy, low-cost lunches for losing weight. He preferred Gemini for both: it explained how to prepare the chicken beforehand and was more comprehensive, though wordier; ChatGPT's terser plan was easier to print and hang on the fridge.

    Gemini, ChatGPT · Personal · Source date: