Most of us hit a plateau with AI tools without even noticing. We open Claude in the browser, type a quick question, correct the same three mistakes over and over, and call it a day. Sound familiar? I just came across a brilliant post from an AI professional who mapped out the whole thing as six levels, and it reframed how I think about using Claude entirely.
What I love about the creator’s breakdown is how practical it is. No fluff, no theory. Just a clean progression from “barely using it” to “actually getting leverage out of it.” I was genuinely surprised by how many of these I was skipping. Let me walk you through what this expert shared, level by level.
Level 1: Install the desktop app, even if you never open it
The original poster makes a sharp point here. You’ll live in the browser 90% of the time, and that’s totally fine. But the moment you need Claude to touch a real folder on your machine, you don’t want to be downloading the app, logging in, and re-granting permissions while your actual work sits waiting.
The rationale: set it up on a slow Tuesday, use it on a fast one. Do the boring prep when there’s no pressure so the capability is just there when you need it.
Level 2: Escalate on failure, not on anticipation
This one hit me. The author says stop picking the “best” model just in case. Start with Sonnet every time. When it gives you a weak answer, that bad answer is your evidence the task is genuinely hard. That’s your signal to move up.
Here’s why it matters, according to the expert: most of your work never needed the heavy model at all. And the 5% that did becomes obvious the moment Sonnet stumbles. You stop guessing and start reacting to real evidence.
When you do switch models, switch inside the same conversation. Claude keeps the thread. Starting a fresh chat throws away everything you already explained.
Level 3: One correct answer means low effort
This is the cleanest test in the whole post. The creator frames it like this:
- “Reformat this table” has exactly one right answer. Don’t let it think.
- “Should we price at 40 or 60?” has real trade-offs. Let it think properly.
The mistake this industry pro calls out is turning thinking up on a task that only had one right answer. What you get back is a beautifully reasoned paragraph explaining why the wrong answer is actually correct. Effort applied in the wrong place makes things worse, not better.
Level 4: Count your messages before you start
Simple gut check from the person who shared this. If a task would take you more than three back-and-forth prompts, it was never a chat task in the first place. Hand it off at prompt one to a heavier workflow instead of grinding through a long thread.
The author adds a second rule here that I think is gold. If you’ve explained the same context twice across two different chats, stop. That’s not a chat anymore, that’s a Project. Set it up once, and every future conversation starts where you left off instead of from zero.
Level 5: State the output format in your first sentence
Not after. Up front. The expert says ask for “a one-page Word doc” or “an Excel model” in your opening line, and you skip the entire wall of text.
Picture the common failure the creator describes: you generate 900 words, then ask for a document, then get the same 900 words back with headings bolted on. That’s two prompts wasted, every single time. Naming the format first saves you the round trip.
Level 6: Turn your corrections into instructions
This is the level the original poster says almost nobody reaches, and it’s the highest leverage of them all. The second time you correct Claude on the same thing, that correction should become a Skill.
Think of the corrections you repeat constantly:
- “Stop using em dashes.”
- “Always give me the number before the explanation.”
- “Never open with a summary.”
The rule from this savvy professional is beautifully simple: correct it twice, write it down once, never say it again. Most people, as the author puts it, spend a full year handing over the same three corrections daily. Writing them down once ends that loop for good.
Your first 20 minutes, in order
The mind behind this post left us a clean starter checklist, and I think it’s the perfect place to begin:
- Install the desktop app.
- Leave the settings alone. No config is the best config to start.
- Connect ONE tool, not everything at once.
- Make one Project for the work you do weekly.
- Write your first Skill from a correction you already give constantly.
The creator admits step 5 is the one you’ll probably never get around to, which is exactly why it’s the one worth forcing yourself to do. It’s where the real compounding starts.
I think the big idea across all six levels is this: stop treating Claude like a search box and start treating it like a system you configure once and reuse forever. Escalate on evidence, name your format early, and bank your corrections so you never repeat them. That’s the shift from casual user to someone who actually gets leverage.
The original post goes deeper on each level with more examples and reasoning. Head over to the full LinkedIn post from this AI professional to read the whole breakdown.