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CaliBrain
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"David Petrie" as "D. Petrie", then ranked the answer by the full name to recover the precision the surname gave up. The two halves disagreed. author_affinity needs two agreeing tokens before it calls a name the same person, so "Petrie" - the name on the filenames a surname search exists to reach - matched one and came back AUTHOR_MISMATCH. It therefore sorted below "Unknown" and level with "Gordon Petrie", a different author who merely shares the surname. The widened query pulled those rows in and the ranker buried them. Falling short of agreement is now separated from disagreeing with it. A name whose every token fits the one asked for is an abbreviation of it and ranks AUTHOR_PARTIAL, between agreement and "no author reported"; a name carrying a token that fits nothing still ranks AUTHOR_MISMATCH. Nothing that agreed before changes tier - "Homer"/"Homer Simpson" is still a match, since the extra token must not demote a mononym that already met its one-token requirement - so Prowlarr's #1293 ordering is unchanged except that a tracker listing a bare surname stops being read as the wrong author. Measured on the issue's own case, wanted "David Petrie": before: D Petrie, Unknown, Petrie, Gordon Petrie after: D Petrie, Petrie, Unknown, Gordon Petrie Second fix, same release: a book with no title posted the surname on its own. _build_query fell back to book.search_title or book.title, which is empty on exactly the path where the plan has no title variants, so the line reaching the channel was "@search Petrie" - not a search for anything, and the kind of bare over-broad post is_available refuses unaddressed queries to avoid. It now returns "" and the existing "No search query could be built" guard takes it. Tested with make python-lint, python-format, python-dead-code, python-typecheck and python-test.