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Daily loop

one lesson, one drill, one artifact. Read the technique, do the thing on your own real course idea, check the result against the pass checklist before moving on. A pass means every checklist item is true, not “directionally right” or “good enough for a first pass.”

Weekly redo

once a week, go back to the artifact you’re least confident in, usually the validation log or the transformation statement, and redo it with what you know now. A course concept that was never re-pressure-tested after Lesson 1 is a guess wearing a business plan.

This chain is cumulative, not interleaved, and that’s deliberate. Unlike a pure skills track, each lesson’s artifact is a direct input to the next one: the validation log becomes the transformation statement’s evidence, the transformation statement becomes the action map’s spine, the action map becomes the objectives, and so on through to the capstone. If an early artifact was weak, every downstream lesson inherits the weakness. That’s not a flaw in the design, it’s the same logic as reshooting a shaky Lesson 1 handheld clip before it wrecks Lesson 8. Fix the artifact at its source, don’t patch around it three lessons later.

The capstone is the actual test

Lesson 13 isn’t a new skill, it’s every earlier artifact running at once under one real condition: a stranger with no reason to be nice to you, using the thing you built. If it exposes a gap, that gap was always there, sitting in the validation, the objectives, or the drill design. The capstone just found it before a paying customer did. Fix the specific link in the chain that broke, don’t rebuild the whole course to avoid finding out which one it was.

On the commercial product you’re separately exploring. every artifact in this track (validation log, transformation statement, action map, pricing rationale, feedback log) is written to double as real business documentation, not a class exercise. Treat Lesson 13’s shipped mini-course as your first pilot, not your practice round.

The AI Coach

Every lesson has an AI coach. Paste your drill output, or attach your clip on filming tracks, and get notes against that lesson's pass checklist.