Filer Usecases
See a Folder Agent Do Real Work
Every case below is verified against a live Filer instance — screenshots, not mockups. Point a folder at your own files and the same thing happens for you.

Stop Starting From a Blank Page
A Filer folder agent searches your own past work for similar cases and drafts a first version grounded in what you've already written — automatically, the moment you start a new one.
- Chat

Come Back To an Answer, Not a Backlog
A Filer folder agent wakes up on its own schedule, reads what piled up while you were away, and sends you the digest — before you've even opened the app.
- Schedule
- Chat

Know What Changed, Without Reading It Twice
A Filer folder agent notices the moment a new contract or policy version lands, diffs it against the one it replaces, and sends you what actually changed.
- File event
- Chat

Put the Digest Where Your Team Already Looks
A Filer folder agent notices new updates, writes a digest, and logs it straight into your team's Notion database — no one has to copy it over by hand.
- File event
- Chat
Check In On a Folder Without Opening Filer
Message a Filer folder's Telegram bot and its agent answers back in the same chat — no app to open, no desk to be at.
- Message
- Chat

An Index That Never Goes Stale
A Filer folder agent notices when a file is added or changed and rewrites the folder's own INDEX.md to match — nobody has to remember to update it.
- File event
- Chat
- Right-click

Find the Near-Duplicates Before You Do
A Filer folder agent reads through a folder's files and points out which ones are near-duplicates of each other — reworded drafts, repeated exports — without changing anything itself.
- File event
- Right-click
- Chat

Every New Draft, Already a PDF
A Filer folder agent notices a new document, converts it to PDF on its own, and leaves a clean, shareable file sitting right next to the original.
- File event
- Chat
- Right-click
Ask a Data File a Question Instead of Opening It
Message a Filer folder about a CSV sitting in it and its agent reads the file and answers back in the same chat — the number, not the spreadsheet.
- Message
- Chat

Catch the Value That Doesn't Belong
A Filer folder agent notices when a metrics file updates and points out the one value that clearly stands out from the rest — no dashboard to open, no graph to eyeball.
- File event
- Chat

Turn Screenshots Into a Video Without a Timeline Editor
Select the images, right-click, and get one captioned, animated .mp4 back — the screenshots were already sitting in the folder.
- Right-click
- Chat
- Schedule
- File event

Turn a Few Images Into a Looping GIF Without a Screen Recorder
Select the images, right-click, and get one looping .gif back — no recording, no separate GIF tool to open.
- Right-click
- Chat
- Schedule
- File event