Coach a Fighter Training Order

Step 1: capture the baseline

• Exact fighter name and card group.
• Current update title and date.
• Visible strength, weakness, and relevant values.
• Current balance and displayed training cost.

Step 2: choose one bottleneck

Choose the clearest visible weakness, repeated match problem, or current progression requirement. Avoid training every available option at once because that makes the next result impossible to attribute.

• Write one testable sentence.
• Choose one related action.
• Define what result would count as useful.

Step 3: protect the progression reserve

Keep cash for the next known match, gym, or league requirement before calculating the training budget. The reserve prevents a test from blocking the main progression loop.

• Read the requirement in the live server.
• Enter current values in the calculator.
• Stop attempts before the reserve is crossed.

Step 4: train and retest

• Record the number of actions and total cost.
• Capture the after-state.
• Use NPC and player-fighter matches as separate evidence categories.
• Repeat comparable matches before describing a trend.

Step 5: review before expanding

Keep the focus when comparable results show useful change, change it when the documented bottleneck shifts, and restart the baseline after an update alters costs, stats, or balance.

• Do not treat rarity as a training order.
• Do not reuse a result across different update versions without a label.
• Publish limitations with every recommendation.