↳ cadence_learn
start_with_ai / level 04 of 10 · capable ▶ 12 min

build a helper you keep.

Everything so far has been one-off conversations. This level you build something that lasts: a helper with standing instructions, written once, that gets better every time you use it. This is the first thing you'll make that feels like yours.

after this level you'll be able to
  • Write a reusable helper — standing instructions that survive the chat
  • Know the four parts every good helper prompt has
  • Improve a helper after each use instead of starting over
the whole idea

from conversations to equipment

the one sentence

A helper is a prompt you keep — standing instructions, saved somewhere, pasted in whenever you need that job done. Written once. Reused forever.

By now you can write a strong ask. But you're still writing it fresh every time — and your best prompts vanish into old chats. The fix is embarrassingly simple: write the instructions once, properly, and save them like equipment. A note on your phone works. If your AI app has saved instructions, projects, or custom bots — even better. The text is the asset; where you keep it barely matters.

the anatomy

four parts, every helper

Who it is · what it always does · how it answers · what it asks you first. Get those four down and you have a helper better than most paid tools.

worked example — the study partner

Who: "You're my study partner for GCSE Biology. Patient, but you never just give me the answer." What it always does: "Quiz me from material I paste. One question at a time. Wrong answers get a hint, not the solution." How it answers: "Short. After every 5 questions, list what I'm weakest on." What it asks first: "Start by asking what topic and what date the exam is."

Notice what makes it good: it has opinions ("never just give me the answer"), it has a loop (quiz → hint → weakness report), and it starts by gathering context. Those come from you thinking for two minutes about what you actually want — no one else's template will fit as well.

do it now

build one of these three

your turn 8 minutes
  1. Pick the one you'd actually use this month: a study partner (exams), an application reviewer (jobs, courses, scholarships), or a practice interviewer (that interview you're nervous about).
  2. Fill the four slots. Steal this and edit every bracket:
    the helper template — edit every [bracket]You are my [job — e.g. application reviewer]. [One line of personality — e.g. honest but encouraging; you care that I get picked.] Every time we talk you: [the loop — e.g. read what I paste, score it out of 10 for the specific thing I'm applying to, then improve the 3 weakest lines, keeping my voice.] Answer style: [e.g. short, concrete, no waffle. Show before/after for anything you change.] Start every session by asking: [e.g. what am I applying for, and what's the deadline?]
  3. Test-drive it now. Paste it into a fresh chat, give it something real, and run one full loop.
  4. Save it. Notes app, doc, saved-instructions feature — anywhere you'll find it. Name it. It's equipment now.
the improve loop — this is the part people skip

After each real use, tell it one thing: "Next time, do X differently." Then edit your saved text to match. Three uses in, your helper fits you like nothing off the shelf ever will. A helper is never finished — it's maintained, like a good playlist.

level complete

three things to carry into level 05

01

Prompts are equipment

Write once, save, reuse. The text is the asset — where you keep it barely matters.

02

Four slots

Who it is · what it always does · how it answers · what it asks you first.

03

Maintain, don't rebuild

One correction after each use. Three uses in, it fits you perfectly.

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