Practice workspaceY
Learning path
LEVEL 12 · PRODUCTIVITY & CAPSTONES

Ship an evidence package

Complete a workflow and explain its limits.

01 / PREDICT

What belongs in a review-ready completion summary?

02 / EXPLAIN

The judgment behind the action

Connect the initial goal to the final diff, relevant verification, and remaining limitations. Evaluate productivity through useful outcomes and avoided rework. A course score reflects assessed skills, not a professional certification or all real-world ability.

03 / DEMONSTRATE

A bounded way to ask

Changed: {{behavior}}. Evidence: {{checks and results}}. Scope: {{files}}. Unverified: {{limitations}}. Next: {{remaining action}}.
04 / PRACTICE

Complete the independent capstone with a new task and no hints.

What belongs in a review-ready completion summary?

Choose the best next action

Guided practice contributes completion, not independent mastery.

06 / REFLECT

Make the lesson yours.

Your reflection is attached when you submit your decision. Drafts remain in this tab.

07 / TRANSFER

Try it somewhere unfamiliar.

Apply this skill to an unfamiliar repository: complete the independent capstone with a new task and no hints. Record the evidence you would need.

Choose your next practice
Source checked 2026-09-09 · Documentation profile · Runtime example untestedOfficial reference