◆ MATLAB

Build automation for projects

This is real work, not a feature someone invented — it comes from real job ads and real questions people asked. Below are four ready AI prompts: get it done, make it easy for the next person to say yes to, work out the right move when you are stuck, and stop it coming back.

4prompts

The same task, four prompts

today's deadline · the next reviewer · the stuck moment · the pattern
AExecute — do the immediate taskI need to create a project for the 'Engine_Control_System' development. Include all the '.m'…+
I need to create a project for the 'Engine_Control_System' development. Include all the '.m' files from the 'src' folder, the 'test' scripts, and the 'docs' folder. Set up a startup file that adds these paths automatically when the project opens. Ensure all files are under version control.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
BImprove — make it easier to acceptBefore the new intern starts on the 'Engine_Control_System' project, help me make it more…+
Before the new intern starts on the 'Engine_Control_System' project, help me make it more self-contained and easy to get started with. Add a project shortcut to run all unit tests, and another to generate the documentation. Make sure the project dependencies are clearly defined so they don't have to hunt for missing toolboxes, and the project is ready for immediate contribution.
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
CDecide — diagnose the stuck momentThe new project for the 'Flight_Simulator' is showing 'file not found' errors when a colleague…+
The new project for the 'Flight_Simulator' is showing 'file not found' errors when a colleague tries to run it, even though it works perfectly on my machine.
The new project for the 'Flight_Simulator' is showing 'file not found' errors when a colleague tries to run it, even though it works perfectly on my machine. I'm afraid I've hardcoded some paths or missed a critical dependency, and now we're wasting time debugging setup instead of the actual code. The integration deadline is Friday. What's the most likely reason for this 'works on my machine' problem in a shared project, and what's the quickest way to diagnose and fix the path or dependency issue so they can get started?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
DBecome — change the patternI consistently struggle with new team members or collaborators having trouble getting my…+
I consistently struggle with new team members or collaborators having trouble getting my projects to run, often due to missing paths or undeclared dependencies.
I consistently struggle with new team members or collaborators having trouble getting my projects to run, often due to missing paths or undeclared dependencies. This causes frustrating delays and makes me look disorganized. What habit should I change to ensure my projects are always truly self-contained and easily shareable, so anyone can open them and immediately start working without needing my personal setup instructions?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?

Questions people actually ask

honest answers, no sign-up

Every task here was seen in the real world. Someone doing the job named it, a real job ad asked for it, or a lot of people asked about it online.

If nothing real showed a task, it is not on the page. That is the whole rule.

They are the same job approached four ways, because what you need depends on where you are.

Get it done today. Make it easy for the next person to say yes to. Work out the right move when you are stuck. Learn the pattern so the job stops coming back.

For most of these jobs it can carry the heavy thinking - draft it, sort it, check it, rehearse it with you.

It cannot sit in your chair, take the blame when a number is wrong, or notice what nobody wrote down. Let it do the first 80%. Keep the last 20% that is truly yours.

No. Copy any prompt and paste it into the AI you already use. No account, no score, no wall in the way.

Any of them. The prompts describe the work rather than naming a product, so they are not tied to one assistant.

That is also why they keep working when you switch.

Change it freely. Every prompt is a starting line, not a rule.

Put in your real numbers, your real names and your real deadline. The more you make it yours, the better the answer comes back.

The tasks come from real job ads, published job data and the questions people ask in public forums.

The steps come from MATLAB's own documentation, with practitioner sources for the traps the manual does not mention.

Push once. Ask it to sharpen the weakest part and to say what it assumed.

Most wrong answers come from a missing detail rather than a bad prompt - tell it the thing it could not know.