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Resolve message roles through a covering recall index instead of reading message rows, pass session ids as one json_each parameter per page, detect non-ASCII candidates by character against byte length instead of a GLOB pattern, and cache the per-directory scope check during a search. Rank whole-word matches above matches inside longer words, return flagged partial matches with their missing terms when no session contains every term, and match small typos against session titles only.