Bulk analysis
Paste a whole list and get it ranked by the doctrine score, best first — then cold-read the top five. A shortlist, capped at 50.
Type the list above and press Enter — comma or space separated. One name goes to the full appraisal instead.
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Type two or more names in the bar above and the desk ranks them by doctrine score, best first, with availability side by side.
Each name runs the same mechanical gates as a single appraisal; the shortlist is ranked by doctrine score, best first. Availability is a registry snapshot, never a certainty — click a name for the full check list, including the human-judgement steps. “Read the top 5” adds the panel's category fit and reading, on top of the order: a reading with κ below zero is shown, but it never counts as evidence.