If this sounds like your week
When Windows Search gets in the way
power users know that finding the right file is a ranking problem as much as a matching problem. the pain is repeated arrow-key correction when a broad document outranks the exact app, folder, or filename.
Where tooling usually breaks
Why local-first matters
index.db, config.json, and logs stay under %APPDATA%\SearchSentinel instead of a vendor-hosted workspace. Search queries are not uploaded for AI enhancement, analytics, or ad targeting. You buy the app once and keep the search index as a local workstation asset.
Technical proof points
- bm25(items_fts) - 50 candidates - Kind bonuses - Top 8 rerank - Global shortcut - Tray workflow - Mica overlay