8 Review, reflection, and next steps

8.1 Learning objective

Identify remaining skill gaps and present your work accurately.

Revisit judgments that changed after verification.
Use the rubric to identify specific practice needs.
Label portfolio work as a synthetic educational case.
Disclose AI assistance and distinguish independent work from guided corrections.

Write a short reflection explaining one corrected judgment and one unresolved limitation.

Can another reader trace each conclusion to evidence and understand what remains uncertain?

A reflection and a concise portfolio description.

Authoring status

Chapter outline ready. Add a worked example, learner instructions, verified outputs where applicable, and a collapsible explanation before release.