{"id":23482,"name":"Semantic File Cleaner","purpose":"A desktop application inspired by Digital Janitor that utilizes a local LLM and metadata extraction to efficiently identify and remove duplicate files and ambiguous filenames, improving disk space utilization and organization. Features would include customizable scan parameters and a user-friendly interface.","profitable":1,"date_generated":"Saturday October 2026 20:53","reference":"semantic-file-cleaner","technology_advise":["C#","SQLite","Medium"],"development_time_estimation_mvp_in_hours":120,"grade":7.0,"category":"productivity","view_count":1,"similar_ideas":[{"id":23226,"name":"StorageSpace Insights","grade":6.5,"category":"devtools"},{"id":17206,"name":"Storage Sentinel","grade":7.2,"category":"devtools"},{"id":15740,"name":"Unified File Diff Assistant","grade":6.8,"category":"devtools"},{"id":23602,"name":"AI-Powered File Organizer (NEXI Desktop)","grade":7.8,"category":"productivity"},{"id":15745,"name":"FileGuard Pro","grade":6.5,"category":"devtools"}],"source_headline":"Local-first AI-powered digital cleanup assistant"}