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Call MATLAB functions from Python

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
See the prompt↓All MATLAB tasks

The same task, four prompts

today's deadline · the next reviewer · the stuck moment · the pattern
AExecute — do the immediate taskCall the 'calculate_stress' function from my Python script 'analysis.py'. Pass the material…+
Call the 'calculate_stress' function from my Python script 'analysis.py'. Pass the material properties 'youngs_modulus' and 'poissons_ratio' as inputs, and retrieve the 'stress_tensor' output.
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 I hand off this Python analysis script to the intern, I need to call the…+
Before I hand off this Python analysis script to the intern, I need to call the 'calculate_stress' function. Can you set up the call from Python, making sure it passes the 'material_data' structure correctly, and also add error handling for cases where the function might return an empty or invalid stress tensor, as that could crash the subsequent Python visualization?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
CDecide — diagnose the stuck momentI just tried to call my 'simulate_flow' function from my Python script, passing in…+
I tried calling my 'simulate_flow' function from Python, but it keeps returning an empty array even with valid inputs.
I just tried to call my 'simulate_flow' function from my Python script, passing in 'flow_parameters', but it consistently returns an empty array, even though I know the function works perfectly when called directly. I'm afraid there's a type mismatch or a conversion issue happening between Python and the function, but the error message is generic. How can I quickly diagnose what's going wrong with the data passing or the return value conversion, without having to rewrite the entire interface?
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
DBecome — change the patternI often spend hours debugging subtle data type and conversion issues when calling existing…+
Interfacing Python with existing functions often leads to frustrating data type and conversion issues.
I often spend hours debugging subtle data type and conversion issues when calling existing functions from Python, especially with complex structures or large arrays. The errors are usually obscure and hard to trace back to the actual problem. What habit should I change to proactively identify and manage potential data conversion pitfalls when setting up Python interfaces, so I can avoid these time-consuming debugging sessions and ensure robust communication between the two environments?
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.