Pick your most confusing project. The one you keep pushing to next week. The one that has a folder, maybe a Notion doc, maybe a half-written plan you have looked at fourteen times and still cannot figure out what to do with next. You know the one. It lives in that corner of your brain that lights up with mild dread every Sunday evening.
Got one? Good. Now paste this into the AI chat where you have been working on it:
Concerning this chat: Diagnose the trajectory, value, friction, leverage, simplification, sequencing, assumptions, and viability. Identify the smartest realistic path forward, including what should be accelerated, removed, reordered, tested, delegated, automated, simplified, pivoted, or abandoned.
One prompt. And now you have a project consultant who has read every message in that thread and knows the full context. Not a generic advisor pulling frameworks from a business book. A consultant who actually knows what you have tried, what got stuck, and what assumptions you have been quietly building your whole plan on.
Most people use AI like a search engine. They ask it questions, get answers, and move on. But when you drop this prompt into a long project thread, something different happens. The AI is not searching for information. It is synthesizing everything you have already said and reflecting back a pattern you could not see because you were too close to it. That gap between what you think your project is and what it actually turns out to be when analyzed cold, that is where the value lives.
🧭 The 5-Step Framework
After the diagnostic, work through these questions in order. If you are not sure about any of them, ask the AI directly.
- What is the biggest bottleneck?
- What is the biggest unnecessary complexity?
- What is the biggest leverage point?
- What can actually be done with your current time, energy, and resources?
- What is the next concrete action you will take?
The order matters. Most people jump straight to step five and wonder why they keep going in circles.
Here is why the order is not arbitrary. The bottleneck question forces you to name the one thing that, if removed, would make everything else move faster. Complexity comes next because unnecessary complexity almost always hides inside the bottleneck. You cannot see what to simplify until you have named what is blocking you. Leverage comes third because it only makes sense in context of what is actually stuck. And step four, the reality check, that is where most plans fall apart. Not because the idea is bad but because the plan requires resources that do not exist yet.
Only after you have worked through all of that does step five become honest. Before that, it is just activity disguised as progress.
🔍 What the Results Actually Tell You
If the AI surfaces something that makes you uncomfortable, sit with it. That discomfort is usually the signal. The best diagnostics do not confirm you are on the right track. They name the thing you already knew was off but did not want to say out loud.
If nothing surprises you, the project probably is not the problem. Your relationship to it is.
Pay attention to which word shows up most in the AI’s output. If it keeps coming back to “assumptions,” you are building on unvalidated ground. If it keeps flagging “sequencing,” you are trying to do things in the wrong order and creating dependencies that do not need to exist. If “leverage” keeps appearing, there is almost always one move that is ten times more effective than everything else on your list and you have been treating it like just another task.
Also notice what the AI does not say. If you expected it to highlight a specific part of your plan and it skips past it entirely, that is data too. It either means that part is fine, or that you have not given enough context for it to be evaluated honestly. Both are worth knowing.
💡 Extra Tips
- Do not run this every day. Save it for when new evidence shows up, something fails, constraints change, or you hit a real wall.
- The bottleneck question is almost always the most important one. Everything else flows from there.
- When the AI says delegate or automate, do not skim past it. That is usually where the real time is hiding.
- Run it in the thread where the actual work has happened, not a fresh chat. A fresh chat has no context. The diagnostic needs history to be useful.
- 🔁 If you have been working on a project alone for a long time, your thinking has grooves. You have worn certain mental paths smooth. This prompt is useful partly because it forces a perspective that does not have those grooves yet.
🚀 Your Move
Open one stalled project. Paste the prompt. See what breaks loose. The worst case is you spend two minutes and learn something useful. The best case is you stop circling the same problem and actually move.
Give life to stalled or confusing projects with this strategy.
by u/MisterSirEsq in PromptEngineering