Reference start: begin with one named model or build term and label it as vocabulary from the source.
Build focus: choose one practice combination to observe rather than claiming synergy.
Pairing note: write the pairing hypothesis before opening the result state.
Client observation: compare the visible response with that single build focus.
Roster limit: named KuKirin models do not establish a complete roster, tier, or unlock table.
Stat limit: leave power, speed, handling, and synergy values unverified when no game source provides them.
Session result: record whether the practice outcome was successful, partial, or unavailable.
Next choice: change one build focus at a time so the note remains interpretable.
Comparison rule: compare observations only after the same player-entered focus has been tested.
Safe handoff: use the next session note as a prompt, not as an official ranked output.
Model label: write the exact spelling of the named scooter reference before adding a build prompt.
Role label: describe the intended rider role with a personal note instead of assigning an unsupported class.
Composition: keep the selected pairing, alternative pairing, and unanswered pairing question in separate rows.
Handling observation: describe what the current client visibly does without turning the response into a stat.
Synergy boundary: leave team synergy unverified when no attributable game source documents it.
Lineup boundary: a named entity reference is not evidence of a complete playable lineup.
Practice prompt: test one combination, one camera context, or one riding goal per attempt.
Evidence note: link the observation to the source reference that supplied the name, not to a guessed ranking.
Outcome label: mark the result successful, partial, unavailable, or unclear and keep the reason beside it.
Revision: change one build input after the observation so the next comparison remains interpretable.
No import: do not copy real-world scooter specifications into a Roblox build decision.
No ranking: do not turn a personal practice preference into a tier, power score, or best-model claim.
Next session: carry forward the player-entered focus and recheck the visible client response.
Closeout: finish with a single build question that the next attempt can actually observe.
Entity spelling: preserve capitalization for a named scooter reference so the note can be traced without inventing an alternate entity.
Role question: write what the rider wants to test before assigning a personal build label.
Pairing contrast: place the chosen combination beside one alternative without calling either option stronger.
Response detail: describe acceleration, camera, or handling only as a visible observation, never as a measured stat.
Unanswered field: keep undocumented unlocks, classes, and roster membership explicitly open.
One-variable change: revise the model, role, or practice goal one at a time before comparing notes.