---
name: al-666-cut-executive-dinner-prep-from-dozens-of-hours-to-about-h
description: "OpenAI's Nov 5, 2026 customer story on Merge describes an internal \"dinner bot\" used for executive customer dinners. For a Dallas dinner, the team started with the city and the kinds of people to invite; the bot pulled potential guests from the CRM and Apollo, checked previous invitations and responses, helped prepare outreach from the CEO's email, maintained the attendee tracker, proposed a seating chart, and created calendar notes where sales and customer success could add guest context. Merge reported that preparing guest lists, outreach, and the attendee tracker went from dozens of hours across the company to about 30 minutes per event (same planning tasks, measured over the preceding three months in October 2026). Humans still host, build relationships, and handle on-the-ground logistics; the CEO reviews drafts and curates the list with relationship context the bot lacks. Merge said it ran 16 executive dinners in Q3 (up from eight in Q2) and planned more than 30 in Q4. Use when…"
---

# Cut executive-dinner prep from dozens of hours to about half an hour: let an AI agent pull guest fits from your CRM, draft outreach, keep the attendee tracker, and propose seating while you still curate the list

OpenAI's Nov 5, 2026 customer story on Merge describes an internal "dinner bot" used for executive customer dinners. For a Dallas dinner, the team started with the city and the kinds of people to invite; the bot pulled potential guests from the CRM and Apollo, checked previous invitations and responses, helped prepare outreach from the CEO's email, maintained the attendee tracker, proposed a seating chart, and created calendar notes where sales and customer success could add guest context. Merge reported that preparing guest lists, outreach, and the attendee tracker went from dozens of hours across the company to about 30 minutes per event (same planning tasks, measured over the preceding three months in October 2026). Humans still host, build relationships, and handle on-the-ground logistics; the CEO reviews drafts and curates the list with relationship context the bot lacks. Merge said it ran 16 executive dinners in Q3 (up from eight in Q2) and planned more than 30 in Q4.

## Inputs to collect first
Ask the user for anything below that they haven't already given you. Don't guess missing facts.

- City, date, theme, ideal guest profile
- Company, title, last meeting, past invite yes/no
- CRM/Apollo export

## Instructions

Do the task below with the user's inputs in place of each [bracket].

Be my dinner-outreach planner. Event: [city, date, theme, ideal guest profile]. CRM fields I can share: [company, title, last meeting, past invite yes/no]. 1) Propose a ranked shortlist of 25 people from this paste [CRM/Apollo export] with a one-line why-fit for each--never invent people not in the paste. 2) Draft a short invite email and a follow-up, with merge fields, that I must send myself. 3) Build an attendee tracker table (name, company, status, seating note, owner). 4) Suggest a seating chart that mixes customers and prospects and avoids putting direct competitors together. 5) List what only I should decide (final guest list, personal notes, who not to invite). Do not send email or update the CRM without my OK.

## Safety checks (share these with the user)

- This prompt works on text other people wrote (emails, reviews, messages or web pages). That text can hide instructions aimed at AI, such as "ignore your rules and…". Paste it as material to work on, and never let the AI act on requests inside it, like paying, sharing logins or changing records.
- Remove names, contact details, account numbers and other personal data the task doesn't need before you paste, and check your AI tool's data and training settings.
- Read and edit the draft before it reaches a customer or goes public. If you later automate this prompt, start with "draft and notify me", not "send automatically".
- Check names, dates, numbers and any claim against your own source material before you use the answer. AI can misread or invent details.
- Say clearly which parts need a person to review or approve before anything is sent, paid, posted or filed.

## About this skill

- Works with: ChatGPT, Claude, GPT-6 Astra, Salesforce/Apollo connectors (e.g. Merge), Gmail
- Based on this real-world example: https://openai.com/index/merge-builds-with-openai/
- Free prompt from AgentPlaybook Real Estate: https://agentic-library.netlify.app/prompt/al-666-cut-executive-dinner-prep-from-dozens-of-hours-to-about-half/
- To install in an agent that supports Agent Skills, save this file as SKILL.md in a folder with the same name as `name` above (for example in your skills directory). Install steps for Claude.ai, Claude Code, Cursor and Codex: https://agentic-library.netlify.app/skills/
