How it works

Build it. Run it. Measure it.

Reframe teaches prompt engineering through a feedback loop you can see. Every lesson, every layer, every score delta.

The Loop

Three steps. Every lesson.

Layer, run, compare. Repeat.

Step 1

Layer your prompt

Each lesson unlocks a new section — identity, principles, strategies, examples. You build up, one layer at a time.

Step 2

Run it live

Your prompt drives an AI agent through Word Guess in real time. Every decision traces back to what you wrote.

Step 3

Measure the difference

Compare before and after, side by side. Solve rate, average guesses, total score — you see exactly what your change was worth.

Module 1: Prompt Anatomy

Five layers of a great prompt

Each lesson unlocks one. By the end, you've built the whole thing.

Lesson 1

Task

The objective. Always present, always locked. Tells the agent what it's playing.

Lesson 2

Identity

A role that anchors reasoning. One sentence changes how the model thinks.

Lesson 3

Principles

Guardrails for judgment. Rules that prevent lazy, random decisions.

Lesson 4

Strategies

A playbook of specific moves. Tactics that translate principles into action.

Lesson 5

Examples

Worked demonstrations. Show the model what good looks like.

Why Reframe

Not another tutorial.

Real runs. Real scores. Real feedback.

Every change, measured

Each lesson runs your prompt and shows the score delta. You always know what your edit was worth.

Side-by-side comparison

Your old prompt vs. your new one, running in parallel. The numbers speak for themselves.

Free play when you're ready

Take what you learned to the playground. Write any prompt, enter the weekly challenge, climb the leaderboard.

Ready?Module 1 takes about 30 minutes. You'll build a complete prompt from scratch.
Start learning