The method

How It Works

Every Unga Report lays the same foundation: the language, the systems and the processes a field runs on, with an AI coach briefed on all of it. By the end, you know enough to start working with your AI. Here is the climb.

Step Zero, explained

Nobody starts at step one. You start at zero.

Most guides assume you already have the basics. An Unga Report assumes nothing. One subject, five stones, and you stand on a foundation: the language, the systems, the processes, and an AI coach that knows them too.

  • The language the field speaks, so you steer your AI with precision
  • The systems: how the field fits together, researched for you
  • The processes and tools people actually use
  • An AI coach briefed on the subject, not a generic chatbot
Unga sits with a laptop as little boxy AI robots build a stone staircase numbered 0 to 4 up a cliff toward the sun

Why it works

Every expert started on a foundation.

"Where do I even begin?" is not a motivation problem. It is a foundation problem: nobody handed you the language, the systems and the processes the field runs on. That foundation is the part of expertise a report can hand you. The rest you learn from your AI, and by doing.

  1. Language

    Comprehension needs about 98% known words.

    Below that, a page turns to noise, however smart the reader. A report opens with the field's working language, so everything after it reads: the report, the forum, the meeting.

    Hu & Nation 2000 · Schmitt, Jiang & Grabe 2011

  2. Systems

    Working memory holds about four new things.

    Experts hold more because they see the system, not the pieces. You get the structure and the processes first, so each new detail has a place to go instead of a place to leak.

    Cowan 2001 · Chase & Simon 1973

  3. AI

    A model answers from the context you give it.

    Vague input gets a confident, generic answer. The field's own terms, in the right order, get a precise one. Brief it like an expert would and it answers like one.

    Brown et al. 2020, in-context learning

That is the skill. Brief a machine the way an expert would, and it does the work the way an expert would. Learn it once, on one subject, and it carries into the next, and to the people who count on you to figure things out.

Each Unga Report is written as an executive brief: researched against primary sources, built on the field's own language, systems and processes, and written to brief your AI as well as you.

The five stones

Five stones. Zero to ready.

Every Unga Report climbs the same five stones, so you always know where you are and what comes next.

  1. What am I even looking at?

    Introduction

    What this subject is, what it's good for, and the path ahead. No hype, no history lesson, and nobody telling you to "just use AI."

    You walk away with a clear picture of what you're getting into.

  2. What's all this jargon?

    Key terminology

    The language the field speaks, in plain English: the thirty-odd terms that turn a confusing page into a readable one, and let you tell your AI exactly what you mean, first time.

    You walk away with the language to ask a precise question.

  3. How does it all fit together?

    Structure

    The systems and the processes: the moving parts, the tools people actually use, who does what and in what order. The map most people piece together over months of guessing, drawn out in a few pages.

    You walk away with the map, so nothing feels random.

  4. How do I talk to my AI?

    Working with AI

    How to hand your AI the context it needs, so it simplifies the problem instead of burying it in nine hundred words. The questions that turn it into your tutor, and the Unga Skill, which briefs it on the whole report so it coaches like it read it. Because it did.

    You walk away with an AI coach that knows the subject, not a generic chatbot.

  5. Where to next?

    Step One

    Step Zero ends with a first project to try and a coach to try it with. Keep learning from your AI, or start building with it. How far you go is yours to decide.

    You walk away with a foundation, the tools, and a direction.

The StepZero plugin

Every report teaches two things.

The subject, and a way of learning you'll use on every subject after it. Here it is in three moves.

  1. 1 · Context

    Give your AI the context.

    The StepZero plugin puts your Unga Report and its coach inside Claude, ChatGPT, Gemini or Grok, so your AI starts from your report, not from scratch.

  2. 2 · Fundamentals

    Learn the fundamentals.

    You climb the five stones: the language, the systems and the processes. Now you know what to ask, and you can tell a good answer from a bad one.

  3. 3 · The loop

    Run the loop together.

    You ask. It teaches at your pace and quizzes you. You try. It checks your work. With memory on, it can pick up where you left off.

  1. You ask
  2. It teaches
  3. You try
  4. It checks
  5. It remembers
The subject changes. The loop doesn't.

Memory is off until you turn it on, and you can download or erase it anytime. Rather not connect anything? Every report reads in the browser.

Three ways to buy

One report for $15. The Club for $5 more.

No calls. No bootcamp upsell. The renewal price is shown before you pay, and what you own stays yours.

Pay once

Unga Report

$15one time

  • One subject: its language, systems and processes
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  • Its AI coach, inside Claude, ChatGPT, Gemini or Grok
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Connect your AI

Your AI, briefed on your report.

After checkout, connect your report to Claude, ChatGPT, Gemini or Grok. Briefed on it, your AI can explain the part you're stuck on, quiz you, check your work and draft a first version of what you're building. Connect two or three if you like: your access works in all of them.

Prefer not to connect anything? Every report reads in the browser on any device.

  • Claude
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  • Gemini
  • Grok
Read the connection guide

A connected AI gets organized, consistent reference material. It does not become infallible, and nothing here is financial, legal or professional advice.

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