The Learning Vault

Four tools, four distinct jobs. The moment two of them do the same job, one is already dead — I just haven’t noticed yet.

Claude — code and copy. It’s where I build my agents and maintain the site. Every day.

ChatGPT — the most personal of the four. It gets me and covers a lot of ground, but it won’t go deep on its own. I have to push for the output to be good.

Perplexity — research with current data and a real source attached.

Gemini — second opinion, or when I need something specific from the Google ecosystem.

The one I almost got wrong: ChatGPT. I kept it for months as my default for everything — not because it was best at anything, but because it was the one I was used to. Familiarity feels like competence. It isn’t. It kept its spot only after I gave it a job the others couldn’t do.

→Don’t ask “is this tool good?” Ask “what job does it own that nothing else owns?”

Did a task twice? I start looking at whether it can be automated.

On the third time, I automate it.

Before that it’s premature optimization. After that it’s waste.

You don’t count to three in a notebook. You recognize the sentence: “I did this yesterday.” That’s the second time. “Again?” — that’s the third.

The hard part was never spotting the repetition. It was knowing what to do in the ten minutes after spotting it. This is what I do:

→Count the repetitions. The number decides, not the mood.

I’d build the agent, tweak it, tweak it again — and never save the previous state. When something broke, I had nowhere to roll back to. So I started over.

Three times.

But the honest version is different: I wasn’t losing the prompt. I was losing the reason.

Sometimes the file was right there. It just didn’t say why it was different. I’d look at two versions, see what changed, and have no idea which one solved the problem — or what the problem was.

This doesn’t need a tool. It needs a header.

v04 · 08.11 · killed the summary step, output too long
was: "summarize in 3 bullets"
─────────────────────────────
[prompt]

↳ Three lines above the prompt. That’s the entire system.

→One document. Newest on top. Never delete the one below it. The tool doesn’t matter — the header does.

The Power of Your Subconscious Mind — Joseph Murphy

I didn’t read it as self-help. I read it as a manual for watching my own thoughts.

Jung said it better than the book did: “Until you make the unconscious conscious, it will direct your life — and you will call it fate.”

That’s the whole thing. Patterns I’d never questioned were making decisions for me, and I was calling the result circumstance.

Most of my battles were mine.

Not the market, not the tool, not the timing. I built the fight, then fought it.

And here’s what I got wrong for a long time: I’d notice the fight was mine and try to just drop it. That doesn’t work. Dropping it undoes nothing — it hands you the same reaction next time, wearing different clothes.

What changes is going to the origin. Not what am I feeling, but where did this come from, and what is it still doing for me.

don't ask:  what am I feeling?
ask:        where did this come from?

1. where is it from?   → the pattern has an origin. it isn't you.
2. what did it do?     → it protected you once. that was real.
3. does it still?      → almost never. that's when it lets go.

↳ You don’t abandon a pattern. You understand it until it loses its job.

Every answer opens a perspective that wasn’t available before. It isn’t motivation — it’s clarity. The energy shows up because it stops being spent on a fight that was never there.

→Before you push harder, ask where it came from. A pattern you understand stops driving you — one you only ignore comes back at the next decision.

For a long time I thought the habit was the commitment. Be there, every day, no matter what.

So I was there. Sitting, present, head somewhere else, producing nothing. Keeping the deal and not doing the work.

Presence without attention is just the habit performing itself.

I didn’t stop showing up. I stopped expecting to show up for one thing.

Three pillars: reading, body, project. The project is where the 1% lives — and not every day did I want to be there. But every day I moved somehow. If the project wouldn’t come, the reading did. If my head wouldn’t come, my body did.

the pillars:  read · move · build
the rule:     one of them, every day. never zero.

project won't come  → I read. still in motion.
head won't come     → I train. the body pulls the head.
nothing comes       → I feel it. no guilt. tomorrow I return.

↳ Three pillars because one always carries the other. The streak never depends on your best day.

This isn’t linear and it won’t become linear — least of all when the work is looking inward. There were days I only wanted to stay in bed, and the right answer was to let it happen. Not as escape. As part of it.

What held me wasn’t never stopping. It was knowing that stopping wouldn’t stop me.

→Don’t build one habit. Build three that cover for each other — and the rule becomes never zero, not always everything.

Adopt after the need, never before. 01·02

Let the count decide, not the mood. 03

Never lose the previous state. 04

Find where it came from, not what it feels like. 05

Never zero. Never everything. 06

→Five lines, all of them paid for. If a new tool, book or habit doesn’t survive them, it doesn’t enter the vault — and the ones already in get re-tested.