Real Agent Cases

Turn two weeks of paper classroom surveys into a data sheet, report and parent email with Gemini

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by Jessica McKellar (LinkedIn)
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Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Outcome

Jessica McKellar volunteers as chair of the parent advisory committee at their daughter's two-campus preschool. When the school changed food programmes and got a lot of parent feedback, it ran two weeks of classroom surveys tracked on paper. McKellar photographed the sheets and gave them to Gemini, which turned them into spreadsheets of raw data, analysed and summarised them in a management report for the administrative team, and drafted an email for the school to send parents explaining the results.

Agent

Gemini

Prompt Recreated prompt

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

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Turn photos of paper survey sheets into clean data, a short report and a draft email to parents.

Fill in before running:
- Photos of the survey sheets: [ATTACH PHOTOS]
- What the survey asked and over what dates: [DETAILS]
- Who the report is for: [AUDIENCE]

Rules:
- Transcribe every sheet into one table, one row per response or tally, and list anything you couldn't read.
- Total the results and show them by question, class and day.
- Write a one-page summary of what the results show, without guessing at reasons.
- Draft a short, neutral email to parents explaining the results.
- 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 spreadsheet-ready table, a one-page report and a draft email.

You'll know it worked when: the school has clear results to act on and parents get a plain explanation.

Try this in:

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Optional stronger version

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

Run this task now, exactly as written below. Everything you need is here, so start straight away and only stop if something required is missing or a rule below tells you to.

Goal: Turn photos of paper survey sheets into clean data, a short report and a draft email to parents.

Fill in before running:
- Photos of the survey sheets: [ATTACH PHOTOS]
- What the survey asked and over what dates: [DETAILS]
- Who the report is for: [AUDIENCE]

Rules:
- Transcribe every sheet into one table, one row per response or tally, and list anything you couldn't read.
- Total the results and show them by question, class and day.
- Write a one-page summary of what the results show, without guessing at reasons.
- Draft a short, neutral email to parents explaining the results.
- Check facts that can change (prices, opening hours, dates, availability, rules) against the official source, and tell me anything you couldn't verify.
- Make a simple chart for each question.

Output: A spreadsheet-ready table, a one-page report and a draft email.

You'll know it worked when: the school has clear results to act on and parents get a plain explanation.

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://www.linkedin.com/posts/jesstess_i-took-inventory-of-how-i-have-used-ai-for-activity-7417304383396167680-pzVo

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