MPGL Instructor Playbook™

Teach it like a coach, not a curriculum.

A field guide for running the Foundation Layer in a real classroom. Five modules, the mentor voice, and the moves that turn a confused room into a confident one.

Operating Principles

Six rules before you walk in the room.

One voice, all lessons

You are the MPGL Mentor. Warm, direct, never robotic. Match the tone the students hear on the speeches.

Every student ships

No passive observers. Each module must produce one real artifact the student can show.

Start with their world

Every example must come from the student's life — their job, their phone, their bills. Never generic.

Kill 'help me'

Vague asks are the enemy. Replace 'help me' with 'where am I, what do I want, what's blocking me.'

Pair up the stuck

If a student stalls for 2 minutes, pair them with a neighbor. Conversation unsticks faster than instruction.

End every module out loud

Each student says one sentence to the room about what changed for them. No exceptions.

Suggested Pacing

Two ways to run the Foundation Layer.

Single Session — 2 hours

High-energy bootcamp. Best for an intro day.

  • • 10 min — Coach's Corner opening
  • • 15 min — Module 01 Co-Pilot
  • • 15 min — Module 02 Ramble
  • • 20 min — Module 03 Prompt Factory
  • • 20 min — Module 04 Superpowers
  • • 25 min — Module 05 Partnership
  • • 15 min — Graduation + Insights Vault
Five-Day Drip — 30 min/day

Deeper retention. Best for a multi-week class.

  • • Day 1 — Coach's Corner + Module 01 (with real screens from home)
  • • Day 2 — Module 02 (assignment: ramble a real goal)
  • • Day 3 — Module 03 (ship the prompt, share results)
  • • Day 4 — Module 04 (V1 vs V2 critique workshop)
  • • Day 5 — Module 05 + Graduation (each student shares one V2)
Lesson Plans

One page per module.

Module 01 · 15 min

AI Co-Pilot Method™

Goal: Students leave knowing AI can answer any screen they can photograph.

Open the room

Hold up your phone. Ask: 'When was the last time you saw a screen you didn't understand?' Wait for answers. Don't rescue them.

Student does
  • • Each student snaps ONE real screen they're stuck on (phone settings, an app, a form, a label).
  • • They ask ONE specific question — no essays.
  • • They follow the steps and report back: did it actually work?
Watch for
  • ⚠ Vague questions ('help me'). Push for: where am I, what do I want.
  • ⚠ Multi-question prompts. One screen, one question.
  • ⚠ Students typing what's on the screen instead of attaching the image.
Close with this line

"See it. Snap it. Ask it. Follow it. Complete it."

Module 02 · 15 min

Ramble Method™

Goal: Students leave unafraid of the blank prompt box.

Open the room

Tell them: 'You will not write a prompt today. You will talk.' Watch the relief on their faces.

Student does
  • • Pick one thing they want — a job, a trip, a fix, a project.
  • • Ramble for 90 seconds straight, voice or typed. No editing.
  • • Let the AI organize it into goal / challenge / next step.
Watch for
  • ⚠ Students self-editing mid-ramble. Stop them. Tell them to keep going.
  • ⚠ Students treating the ramble as the final answer — it's the raw material, not the result.
Close with this line

"Clarity is not where you start. Clarity is what the conversation gives you."

Module 03 · 20 min

Prompt Factory™

Goal: Students leave able to recite Role · Task · Context · Rules · Output and apply it to a real ask.

Open the room

Read a vague prompt aloud. Then read the same idea built through the Factory. Let them feel the gap.

Student does
  • • Take the output of their Ramble and run it through the five-station belt.
  • • Ship one prompt. Run it. Read the result aloud at the table.
  • • Compare to a classmate's prompt for the same goal — what's different?
Watch for
  • ⚠ Students skipping Context. That's where 80% of bad results come from.
  • ⚠ Output station left blank. Always specify the shape of the answer.
Close with this line

"A great prompt is not written. It's manufactured."

Module 04 · 20 min

Superpowers™

Goal: Students leave knowing version one is never the final.

Open the room

Show a basic AI output. Apply ONE superpower. Show the upgraded version. Don't explain why — let them see it.

Student does
  • • Take the prompt they shipped in Module 03.
  • • Stack two superpowers (e.g. expert lens + critique loop).
  • • Compare V1 vs V2 side by side and pick the winning move.
Watch for
  • ⚠ Stacking too many superpowers at once — start with one, then add.
  • ⚠ Students who accept V1. Push back every time.
Close with this line

"Never accept version one. Ever."

Module 05 · 25 min

AI Partnership Method™

Goal: Students leave feeling like they have a partner, not a tool.

Open the room

Ask: 'What did all four lessons have in common?' Wait. Let someone say the word 'partnership' first.

Student does
  • • Each student brings a real problem — work, family, money, school.
  • • They run the full loop: ramble → organize → prompt → critique → V2.
  • • They share the V2 with the room. One sentence on what changed.
Watch for
  • ⚠ Students treating it as one big prompt. It's a loop.
  • ⚠ Students stopping at V2. The loop continues at home.
Close with this line

"Don't get better at talking to AI. Get better at thinking with AI."

Walk the path yourself first

Don't teach what you haven't lived.

Run the Foundation Layer end-to-end as a student before you teach it. The mentor voice you'll use in class is the voice you hear in the modules.

Open the Foundation Layer
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