I often find myself falling down the rabbit hole of AI tinkering. You know the feeling: you open a tool to do one thing, and two hours later, you’ve generated fifty ideas but finished nothing. I just came across a brilliant system from an AI expert on LinkedIn that completely flips this dynamic on its head.
The creator of this framework argues that we are optimizing for the wrong metric. We are obsessed with speed, trying to do things ten times faster. But as this savvy professional points out, moving ten times faster in circles is still just moving in circles. We need direction, not just velocity.
The author broke down a precise system designed to eliminate wasted time and force focus. It is simple, strict, and incredibly effective. I want to walk you through the five rules this expert laid out, and then show you the specific AI prompts they use to keep themselves honest.
The 5-Step Efficiency Protocol
This isn’t just about using better prompts; it is about changing your behavior before you even open the software. Here is the workflow the original poster recommends:
- Anchor your intent immediately. Before you even type a prompt into ChatGPT or Claude, write down one single sentence about what you are doing. This acts as a constraint. It prevents you from drifting into unrelated queries just because the AI gave you an interesting tangent.
- The 3-to-1 deletion rule. This is my favorite rule from the list. For every one new task you add to your workflow using AI, you must kill three others. AI is an idea-generating machine, which can lead to a bloated to-do list. This rule forces you to subtract noise so you can focus on the signal.
- Implement a hard stop. The expert suggests setting a “last prompt” time, specifically 8 pm. This boundary is crucial. It stops the endless evening tinkering where you convince yourself you are being productive when you are really just playing.
- Follow a step-by-step process. The author emphasizes having a repeatable method rather than winging it every time.
- The end-of-day audit. Ask yourself one question before bed: “Did I move closer to my goal?” If the answer is vague or negative, the system failed, and you need to reset for tomorrow.
The “Claude Intervention”
The most powerful part of this post was the specific tactical advice for when you feel stuck. If you cannot answer that end-of-day question confidently, the creator suggests using Claude to audit your life. This isn’t about generating content; it is about using AI as a ruthless prioritization coach.
The author provided two specific prompts to cut through the noise. You are supposed to paste these directly into Claude. The goal here is to let the AI argue with you and expose where you are lying to yourself about your productivity.
Phase 1: Identify the True Goal
Most of us have too many priorities, which means we have none. This prompt forces you to narrow down your focus to the single most important objective. Here is the exact text the expert shared:
“I’m going to list everything I’m working on right now. Ask me tough questions to help me figure out which ONE of these actually matters most to my growth in the next 90 days. Challenge me. Don’t let me pick 3. Force me to pick 1. Here’s my list: [paste your current projects/tasks]”
I love the phrasing here. By explicitly instructing the AI to “challenge me” and “be brutal,” the author is bypassing the AI’s tendency to be agreeable. You don’t want a cheerleader right now; you want a coach.
Phase 2: The Weekly Audit
Once you have identified that one true goal, the next step is to analyze your recent behavior. This prompt helps you distinguish between actual work and what the author calls “performative productivity,” those tasks that feel busy but accomplish nothing.
Paste this prompt second:
“Here’s my one goal: [paste it]. Now here’s everything I did this week: [paste your tasks/output]. Score each task: does it directly move me toward that goal, or was it performative productivity? Be brutal. Then give me a plan for next week that only includes what actually matters.”
The creator notes that when you read the answers Claude generates, you will probably want to argue with them. You will feel defensive. According to the expert, that is exactly how you know it is working. It means the AI has successfully identified the fluff you were holding onto.
Direction Over Speed
The core philosophy behind this LinkedIn user’s post is something we all need to hear. In the world of generative AI, it is easy to produce infinite content and infinite tasks. But speed is irrelevant if you are heading the wrong way.
Because who cares if you’re fast? We want direction, not speed. 10x faster in circles is still circles.
This system is about reclaiming your time and ensuring that your AI tools are serving your goals, not distracting you from them. It is a brilliant reminder to slow down, audit your work, and focus on the one thing that actually moves the needle.