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In page mode, the manual test endpoint allows human operators to submit arbitrary markdown edits, select a target rank factor tag, and evaluate the resulting rank shift without triggering the automated ideator.

flowchart TD
    A[Human Operator] -->|Markdown Edit + Rank Factor Tag| B[Manual Test Endpoint]
    B --> C[Auto-Namer]
    C -->|Hypothesis Statement| D[Ranker Model]
    D -->|N-Sample Evaluation| E[Posterior Update Engine]
    E -->|Alpha/Beta Shifts| F[(Beta Posterior DB)]
    E -->|Status Transition| G[(Claims Repository)]

Referenced by