Let's get one thing out of the way...
Stop Asking Questions, Start Assigning Jobs
Your role is to help me think more clearly about the problem below.
Before giving recommendations:
- List assumptions you are making
- Highlight areas of uncertainty
- Identify at least two plausible alternative interpretations
Then provide your response, explaining your reasoning step by step.
Problem:
[Insert problem here]
This single prompt already fixes about 50% of "why does this feel generic?" complaints.
The Most Important Upgrade: Ask for Reasoning, Not Answers
One of the biggest mistakes people make is asking for final answers too quickly.
AI is very good at producing confident outputs. It's even better when you ask it to show its thinking.
Instead of "What should I do?" try "Walk me through how you'd think about this, then give a recommendation."
You'll notice something interesting when you use this approach. Even when you disagree with the conclusion, the thinking is still useful. That's when AI stops being a content tool and starts becoming a thinking tool.
Reasoning-first
1. Clarify what success looks like in this situation
2. Identify key trade-offs
3. Explain what you would prioritise and why
Only then give a recommended course of action.
Context:
[Insert context here]
When Not to Use AI (Yes, Really)
This is important, and it often gets skipped.
There are moments when using AI too early actually makes things worse.
Don't use AI when:
- You don't yet understand the problem
- You're still emotionally reacting
- You're trying to avoid making a judgement call
In these moments, AI will happily give you structured nonsense that sounds helpful but nudges you in the wrong direction.
Instead, do this first:
- Write the problem in plain English
- Note what you don't know yet
- Decide what kind of help you actually want
Then bring AI in.

Clarifying the problem
Ask me up to five questions that would materially change the quality of the answer.
Do not give recommendations yet.
Focus on what is unclear, missing, or assumed.
Context:
[Insert context here]
This prompt alone saves an enormous amount of wasted effort.
From "Fine" to Useful: Pushing Past the Average
Define What "Better" Actually Means
- Audience: [define audience]
- Objective: [define outcome]
- Tone: [define tone]
- Constraints: [what to avoid]
Do not optimise for politeness or balance unless explicitly stated.
Content:
[Insert text here]
This alone removes a huge amount of "AI politeness fog".
Use Contrast on Purpose
One of the fastest ways to raise quality is to force contrast.
Instead of asking for "the best version", ask for multiple positions.
Version A:
- Conservative
- Low risk
- Easy to approve internally
Version B:
- Bold
- Opinionated
- Designed to stand out
Then briefly explain the trade-offs between them.
Context:
[Insert context here]
Even if you don't use either version directly, the comparison sharpens your thinking.
Treat Feedback as Prompt Material
Most people respond to weak outputs by starting again. That's unnecessary. Your feedback is the next prompt.
- What works: [list]
- What doesn't: [list]
- What to change: [list]
Do not restart from scratch.
Preserve the core structure unless instructed otherwise.
This is how prompts mature over time instead of staying disposable.
Know When "Good Enough" Is Actually Good Enough
Not everything needs to be perfect. If the output helps you make a decision, explain something clearly, or move work forward, then it's doing its job.
AI is a tool for momentum, not literary awards.
Why This Actually Matters
AI doesn't replace thinking. It amplifies whatever thinking you bring to it.
Clear thinking in, useful insight out. Messy thinking in, polished confusion out.
Once you internalise that, prompting becomes much less mysterious and far more reliable.
AI is exceptionally good at producing acceptable output. It only becomes genuinely valuable when you:
- Give it direction
- Force it to take a position
- Use it iteratively rather than transactionally
That's the difference between using AI and working with it.
Try This Next
Pick one real problem you're currently wrestling with and run it through just one of the prompts above. Don't rush. Treat it like a conversation, not a command.
Or take one piece of AI-generated content you've already written off as "fine" and run it through the contrast or refinement prompts. You'll be surprised how much value was hiding just beneath the surface.
You'll feel the difference immediately.











Latest Comments (5)
My team is always just asking it to do things only not thinking first. 📱
i wonder if its really outsourcing, or just a different kind of thinking entirely when using AI
i wish my boss would read this before giving me another 'innovative' project based on a single google search he did, maybe then we'd get somewhere 📱. just sent it to the whole team, maybe someone will get the hint lol.
totally agree with the author's point about it amplifying your thought process. like, i was trying to plan a trip to el nido, and instead of just asking chatgpt for an itinerary, i outlined what i wanted to see, my budget, and my travel style. then i fed that in and got back something so much better than if i'd just asked for "el nido itinerary." its like having a super-smart assistant who organizes your own ideas!
ai can help me think faster na but i still gotta do the brain work myself. like, it's a calculator not the whole math teacher.
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