Real Agent Cases

Plan a 20th anniversary party, from crowd-size recipes to a helper playbook, with ChatGPT

Posted
by NJ Shelsby (LinkedIn)
Last checked
Method:
How we verify

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

Outcome

Hosting a big 20th wedding anniversary party, a poster used ChatGPT to build the event plan, name signature cocktails and mocktails, convert a pan-fried crab cake recipe into mini air-fried versions for a crowd, create a gluten-free dessert a guest couldn't tell was gluten-free, write a playbook for the teenagers hired to help, write signage and checklists, plan the evening timeline with a vow renewal, and even fix a printer jam.

Agent

ChatGPT

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: Plan a home party from start to finish, so nothing gets forgotten in the last 48 hours.

What I'll share as we go:
- Occasion, date, guest count and budget
- Food plan (catered, homemade, dietary needs)
- Who's helping and their roles
- Must-have moments (speeches, toasts)

Rules:
- Make a master plan with deadlines counting back from the party.
- Scale any recipes I give you to the guest count and check cooking method changes.
- Write a one-page brief for each helper.
- Create a timeline for the evening and a final 48-hour checklist.
- 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 master plan, scaled recipes, helper briefs, a run-of-show and checklists.

You'll know it worked when: on the day, everyone knows their job and nothing's missing.
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: Plan a home party from start to finish, so nothing gets forgotten in the last 48 hours.

What I'll share as we go:
- Occasion, date, guest count and budget
- Food plan (catered, homemade, dietary needs)
- Who's helping and their roles
- Must-have moments (speeches, toasts)

Rules:
- Make a master plan with deadlines counting back from the party.
- Scale any recipes I give you to the guest count and check cooking method changes.
- Write a one-page brief for each helper.
- Create a timeline for the evening and a final 48-hour checklist.
- 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.
- Test any converted or new recipe once before the party.

Output: A master plan, scaled recipes, helper briefs, a run-of-show and checklists.

You'll know it worked when: on the day, everyone knows their job and nothing's missing.

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/njshelsby_we-threw-a-big-party-for-our-20th-wedding-activity-7348510547866198017-LjlR

  • Planning her daughter's fourth birthday, a poster used ChatGPT to create the party's run of show for everyone helping, think through a rain backup plan comparing restaurants with covered space, and draft emails to those restaurants with what she needed and could spend. She reads every draft and approves what gets sent; a virtual assistant handled invitations and vendor coordination.

    ChatGPT · Personal · Source date:

  • Hosting a family reunion for 55+ relatives from around the world, an organiser used Claude to clean a messy master roster, get vendor headcounts, send individual reminder emails, reconcile costs, produce individual schedules and roll-call sheets, and flag food allergies by meal. It also laid out the event program, cooler signs, mingling Bingo cards and colour-coded name tags on a specific Avery template. Earlier she'd used ChatGPT for the schedule, a local guide and newsletters.

    Claude, ChatGPT · Personal · Source date:

  • Make a wedding seating chart from a guest spreadsheet with ChatGPTRecreated promptEvidence: Article or interview

    Android Police's Olivia Locksley uploaded her guest spreadsheet (names, partners, relation to the couple) to ChatGPT with the number of tables and seats, general groupings and couples who must sit together. She then added nuance: spacing talkative and shy guests, seating a younger relative with his college friends and keeping feuding relatives apart. She says it handled the hard part, but the final draft still had to be checked and tweaked by hand.

    ChatGPT · Personal · Source date: