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Assistant phase · Levels 0–3 · Steady momentum

The Angler

Casts a question, reels in an answer, and often it’s a good catch.

AI is a regular tool for you: a question here, a draft there, a quick summary when you’re busy. It helps, but every chat starts from zero, and whatever goes in and out still passes through your hands.

“Let me just ask the AI.”

Who they are

Anglers are where most working people are today. They’ve found that AI answers faster than search and writes a decent first draft, so they cast a line whenever something comes up, and usually catch something useful.

But angling is one line at a time. Every chat begins without context, every answer is copied out by hand, and the gains stay small and personal. The next level isn’t more questions, it’s better ones: context, examples, and a place where AI remembers your work.

How it looks at work

A chat window in another tab. Something goes in, something comes out, and the work itself looks much like it did before.

You’re probably an Angler if you…

  • ◆…open a new chat for every question
  • ◆…have typed “make it shorter” more times than you can count
  • ◆…use AI most when you’re in a hurry
  • ◆…have a favourite prompt, somewhere deep in your chat history

Strengths

  • ◆A real habit: AI is already part of your week
  • ◆Quick at turning a vague task into a first draft
  • ◆Comfortable enough to experiment
  • ◆Practical: you use it where it helps

Blind spots

  • ◇Every chat starts from zero
  • ◇Copy and paste is where your time goes
  • ◇Short prompts get generic answers
  • ◇Gains that are real, but small and personal
Where the Angler sits on the curve

Levels 0–3 · Assistant

AI answers when you ask. You do the work.

0×1

No AI

Everything by hand: searching, writing, copying, checking.

1×1.6

Copy and paste

A basic chat window. Paste a question in, copy the answer out. Every chat starts from zero.

2×2.5

Better prompts

Context, role, examples and files go into the prompt. Prompts that work get saved and reused.

3×4

Personal assistant

Projects with company knowledge and standing instructions. AI knows the context before you ask.

One move for this week

Go deep on one task

Casting a new line every time keeps the catch small. Pick one task and make AI reliably good at it.

  • →Choose the task you ask AI about most often
  • →Improve the prompt three times: add context, an example, and the format you want
  • →Save the version that works and use it for the rest of the month

The Novura programme for this phase

Foundations

From copy and paste to AI inside the tools you use every day.

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