ChatGPT Prompts for Project Managers: 18 That Act on Real Work

The most useful ChatGPT prompts for project managers are not clever wording tricks. They are plain requests that work on your real projects, which only happens once ChatGPT is connected to your project tool. Connect ChatGPT to AlianHub over MCP and the prompts below stop producing generic advice and start finding, adding and changing actual tasks, with approval for anything wide.

Key takeaways

• A prompt is only as good as the context behind it. Connected beats copy-paste.
• Ask in everyday words. Precision about names matters more than prompt tricks.
• Some prompts apply at once with Undo; wider ones wait in the AlianHub AI Inbox.
• Open the screen you mean first: "here" and "this list" refer to the screen you last opened.
• The same prompts work in Claude or Claude Code, since AlianHub's MCP server supports all three.

Why connected prompts beat clever prompts

Most prompt lists for project managers ask ChatGPT to "act as a senior PM" and write a plan from nothing. The output reads well and matches nothing in your actual backlog.

When ChatGPT is connected to AlianHub, it acts as you, with your role and permissions. It can see the projects you can open and nothing more. So "what is overdue?" returns your overdue work, not a lecture about prioritisation.

How to do this in AlianHub

1. In AlianHub, open AI, then Connect your AI, and copy the address.
2. In ChatGPT, open Settings, then Apps and Connectors. Turn on Developer mode under Advanced settings and create a connector with that address. ChatGPT offers this on some plans only.
3. On the AlianHub consent screen, choose what it may do. Add the Manage tasks permission if you want it to set people and dates.
4. If your workspace has not approved ChatGPT yet, an owner or admin approves it under Settings, Agent clients.
5. Open the project screen you want to work on, then paste a prompt from the lists below.
6. Check the AI Inbox for anything that waits, and the Audit log, under "Outside agents", for everything it did.

Full details are on the Connect your AI page, and our Claude and ChatGPT connection guide covers the differences between apps.

Prompts to see the state of your work

These change nothing. They read and link.

1. "Show me all my tasks across every project."
2. "What is overdue or due this week in the Launch project?"
3. "Show me each person's workload in this project for this week, counted in tasks."
4. "Open the task about the supplier, and open the doc about the launch."
5. "Which tasks in this list have no assignee or no due date?"
6. "Summarise the comments on this task from the last week."
7. "Show my time entries for this week and tell me which days look light."

Prompts to add and plan work

8. "Add a task 'Call supplier' to the Launch list."
9. "Add a task 'Write release note' for me, due tomorrow, high priority."
10. "Break this task into subtasks: design, build, QA and a launch checklist."
11. "Add a subtask 'Order signage' to Open day and comment that the venue is confirmed."
12. "Set up my project. Ask me what I need first, then show me a plan before you create anything."

Prompts to update and follow up

13. "Start a timer on this task, stop it, then log 1 hour 30 minutes for today."
14. "Make 'Build' wait on 'Design', then move Design two working days later."
15. "Move this task to In review and comment that it is ready for QA."
16. "Comment on every overdue task in this list asking the owner for a new date."
17. "Set 'bulk 01' to 'bulk 20' to high priority and assign them all to Priya."

Prompts for reporting

18. "Write a client status update for this project: what moved, what is stuck, what is next. Keep it under 150 words."

Tip: name things exactly as they appear in AlianHub. "The Launch list" works better than "the launch stuff", because the AI matches names, not intentions.

What happens after you press Enter

Not every prompt behaves the same. AlianHub decides based on how wide the change is.

The AI can do a lot. It cannot delete, and it cannot do more than you can.

A business scenario: a PM running three client projects

A project manager at a consultancy juggles three client projects. Monday mornings used to mean opening each project, checking overdue items and writing three status emails.

Now she opens ChatGPT and works through prompts 2, 16 and 18 for each project. Overdue owners get a comment asking for new dates. The status drafts come back grounded in the actual tasks; she edits tone and sends. The bulk reassignment she needed after a colleague went on leave waited in the AI Inbox, where she checked it before approving.

The reporting that took most of a morning now takes far less, clients get updates at the same time every week, and fewer deadlines are missed because nudges go out on Monday, not Thursday.

Prefer built-in AI?

If you do not use ChatGPT, AlianHub's own Ask box takes similar plain-language requests, and agents with a digest skill can post status updates on a schedule. See the AI page for the built-in options.

FAQ

Do these prompts work without connecting ChatGPT?

They will produce general text, but not act on your work. The connection over MCP is what lets ChatGPT read and change real tasks in AlianHub.

Can ChatGPT delete my tasks?

No. A connected AI cannot delete a task, a doc, a comment or a project, and it cannot remove people or touch billing.

Do the prompts work in Claude?

Yes. AlianHub's MCP server works with Claude, ChatGPT and Claude Code, so the same plain-language prompts apply.

Why did my prompt wait for approval?

Wider changes, such as a batch that names more than one task, wait in the AI Inbox for a person. That is by design.

Copy the prompts, connect your assistant and try them in the live demo or your own self-hosted AlianHub. Share this list with the PMs on your team.