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bugfix

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UpdatedJuly 13, 2026 at 10:15

Fix a CONFIRMED bug at its root cause, smallest correct change only — reproduce before you touch code: write a failing reproducer, diagnose the first broken assumption in the data flow, load the matching framework reference and category playbook, apply the minimal fix, then verify the reproducer goes green and run the regression scope. Never writes fix code without a reproducer (or a documented reason one is impossible), never patches the symptom while the root cause stands, and never weakens a test to pass. Use when the user says "fix this bug", "fix the findings", "/bugfix", or asks to repair a confirmed defect.

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