Level 3
Systematizer
You've built reusable setups for recurring tasks: saved prompts, projects, custom instructions. AI is part of a routine.
Signs you're here
- You have a prompt you reuse weekly
- A project or Gem remembers your context
- You've written custom instructions
The judgment habit
Know the no-go list: private data, high stakes, and the skills you want to keep doing yourself. Fix it once: when AI gets something wrong, have it save the fix to your instructions so the mistake doesn't come back.
The trap
Lots of chats, but nothing compounds.
Quest to move up
Hand off a whole task
Give AI a multi-step work or life task, like a deep research report, and review the result instead of doing it.
Research [question]. Before you start, tell me your plan and the two biggest assumptions it rests on. When done, give sources for every key claim and a list of what you couldn't verify.
It worked when: Your 'done' sentence matched the result, twice.
When to move up
Move up when the task is many steps and you're the one doing the copy-pasting between them.
Tools today
Tools 2026-Q4 · updated quarterlyChatGPT Projects / Claude Projects / Gemini Gemsfree tier
Custom instructions / memoryfree