Spaced repetition

Review PM judgment before it fades

Product Mastery uses spaced repetition to bring back exercises, concepts, and weak skills at the right time for durable learning.

Why this is more than an AI wrapper

Structured curriculum

Every exercise belongs to one of 7 Product skill areas, and 21 tracks take each area from beginner to advanced, so practice maps to real product responsibilities instead of isolated prompts.

Rubric-based scoring

Each answer is scored against criteria written for that exercise or conversation: what you got right, what you missed, and what a stronger answer would add.

Progress loop

A skill profile, spaced-repetition reviews, a development plan with OKRs, and a certificate create a repeatable path from attempt to improvement.

Evidence inside this product area

  • Spaced repetition brings weak spots back at the right interval, based on when you practiced and how well you scored.
  • You can bookmark an exercise to practice later and return when the skill matters.
  • A development plan with OKRs ties objectives to the exercises that build those skills, and completion is tracked from your actual attempts.

Sample before and after

Typical shallow response

Mark the lesson complete and move on.

Better PM response

Schedule a review with a different constraint set, compare the new rubric score, and recommend a decision-matrix exercise if tradeoff reasoning regressed.

What a learner should be able to demonstrate

  • Retain PM frameworks by applying them repeatedly in new contexts.
  • Use review timing to turn one-off exercises into durable judgment.
  • See long-term progression rather than a static course checklist.

Related public references