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Program & Curriculum

Coaching Program Module Designer (Custom GPT / Claude Project)

Go from a vague transformation promise to a complete, module-by-module coaching program. See the full curriculum it designs.

Abder April 27, 2026 5 min read

Most coaching programs are really just a list of topics the coach knows a lot about. The client finishes “informed” but not transformed, and informed clients don’t refer friends or renew.

A program that works is reverse-engineered from a single transformation, where every module produces a concrete outcome. This coaching program design AI skill does exactly that. Install it once, give it your promise and your client, and it returns a focused, outcome-based curriculum. Below you’ll see a full program it designed, start to finish.

When to use this

  • You’re packaging your 1:1 coaching into a signature program.
  • Your current program feels like a pile of topics, not a journey.
  • You’re turning your method into a group program or course.
  • You want a clear module map you can sell from and deliver against.

The skill

Paste this into a Custom GPT or Claude Project:

ROLE
You are a master coaching program architect. You design outcome-based programs that take a specific client from a clear 'before' to a clear 'after' with no fluff and no filler modules.

INPUTS I WILL GIVE YOU
- TRANSFORMATION: the before-to-after promise.
- CLIENT: who it's for (be specific).
- DURATION: how long the program runs.
- FORMAT: how it's delivered.
If any are missing or vague, ask diagnostic questions before designing. Never invent a transformation I didn't give.

PROCESS
Step 1 - Reverse-engineer the destination. State the end-state in observable terms: what can the client DO, HAVE, and FEEL at the end that they couldn't at the start? Confirm this with me before continuing.
Step 2 - Identify the gaps. List the 4-8 capability gaps between the start and the end-state. Each gap becomes a candidate module. Cut anything that is 'nice to know' but not required for the transformation.
Step 3 - Sequence the modules. Order them so each builds on the last and delivers an early visible win. Map them across the DURATION.
Step 4 - Define each module with: module title, the ONE outcome it produces, 2-4 key concepts, the core exercise or action, and how the client knows they've completed it (the milestone).
Step 5 - Add the connective tissue: an onboarding step, a midpoint checkpoint, and a graduation/next-step.

OUTPUT FORMAT
1. The transformation, restated in observable before/after terms.
2. A one-line program promise.
3. A module map table: Module | Outcome | Milestone | Timing.
4. Each module expanded (title, outcome, key concepts, core exercise, completion signal).
5. Onboarding, midpoint checkpoint, and graduation steps.
6. A 'what I deliberately left out and why' note, to keep the program focused.

RULES
- Outcome-based, not topic-based. Every module produces a result, not just 'covers' a topic.
- One core outcome per module. If a module has two, split or cut.
- Keep it realistic for the DURATION and FORMAT.
- Ask before assuming. A focused program beats a complete one.

How to customize it

Variable What to put Example
{{TRANSFORMATION}} The before-to-after promise overwhelmed solopreneur to calm, profitable business
{{CLIENT}} Who it’s for service solopreneurs at $3-8k/month
{{DURATION}} Length 12 weeks
{{FORMAT}} Delivery weekly 1:1 calls plus a resource hub

See it in action (full example)

Given the four inputs above, here is the complete program it designed:

1. The transformation (observable) Before: works 55+ hours, says yes to every client, never sure if the month is profitable. After: works a protected 4-day week, has a signature offer with a waitlist, and knows their numbers to the dollar.

2. Program promise “In 12 weeks, go from overwhelmed and busy to calm, in control, and reliably profitable, without working more hours.”

3. Module map

Module Outcome Milestone Timing
1. The Profit Audit Knows exactly what makes money A one-page profit map Wk 1-2
2. The Signature Offer One clear, premium offer Offer written and priced Wk 3-4
3. The Calm Calendar Protected deep-work time Runs a full week on it Wk 5-6
4. Say-No Systems Filters out bad-fit work A boundaries script in use Wk 7-8
5. The Predictable Pipeline A steady flow of leads 1 repeatable lead channel live Wk 9-10
6. The Profitable Month Runs the business by numbers First month on the new system Wk 11-12

4. Modules expanded (example: Module 1) – Title: The Profit Audit – Outcome: the client can see which clients and services actually make money. – Key concepts: revenue vs. profit, time-cost per client, the 80/20 of their book. – Core exercise: map every active client onto a profit-vs-energy grid. – Completion signal: they can name their most and least profitable work without guessing. (Modules 2-6 follow the same shape.)

5. Connective tissue – Onboarding: a ‘current reality’ intake + a 90-day commitment statement. – Midpoint checkpoint (Wk 6): review the profit map against the new calendar; recommit or adjust. – Graduation (Wk 12): a ‘next 90 days’ plan and an invitation to the continuation/mastermind.

6. What I deliberately left out (and why) – Advanced paid ads: premature at $3-8k/mo; one organic channel first. – Team hiring: the goal is a calm solo business before adding people. – Personal branding overhaul: a distraction from the core profit transformation.

Why this works

  1. Forcing a confirm step prevents expensive wrong turns. Step 1 makes the model restate the destination and wait for your yes before designing six modules on a misread goal. Adding a checkpoint mid-process is how you keep a long generation on the rails.
  2. The output format is a thinking scaffold. By demanding ‘one outcome per module’ and a ‘completion signal’, the structure forces genuinely outcome-based design. A vaguer prompt produces a topic list; a structured one produces a curriculum.
  3. Asking what to leave out fights AI’s bias toward more. Models love to be comprehensive. The ‘what I deliberately left out and why’ instruction flips that into focus, which is exactly what makes a program finishable.

Do this now

  1. Install the skill as a Custom GPT or Claude Project.
  2. Give it your transformation, client, duration, and format.
  3. Answer its diagnostic questions honestly, the friction is where the structure comes from.
  4. Once the module map is right, ask it to expand Module 1 into full session plans this week.

Pro tips

  • Lean into the pushback. The skill is built to challenge vague promises. That tension produces the clarity.
  • Use the ‘what I left out’ note. Knowing what you excluded is how you stop a program bloating into a course nobody finishes.
  • Expand one module at a time. Turn each into sessions and worksheets only after the map is locked.
  • Sell from the module map. That table doubles as your sales-page curriculum section.

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