By: ValentinHirschi <valentin.hirschi@gmail.com>
Polish dashboard from real four-loop visual audit Record resize/colour/checkpoint and rate-plot verification, final matched performance negatives, and bounded ordering diagnostics without changing campaign arithmetic. Co-Authored-By: Codex <noreply@openai.com>