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.

Filer chat panel showing a proposal draft grounded in past documents

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
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Filer Explorer showing a scheduled digest run

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
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Filer Explorer showing a document diff notification run

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
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A digest entry logged into a Notion database

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
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Filer Activity view showing a Telegram-triggered check-in run

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
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Filer Explorer showing a freshly regenerated INDEX.md

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
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Filer Activity view showing near-duplicate files identified

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
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Filer Explorer showing a converted PDF next to its source file

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
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A Telegram chat showing a question about a CSV file answered with the correct total

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
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Filer Activity view showing a clear outlier value identified in a metrics file

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
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A frame from a captioned, animated video composed from a folder of screenshots

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
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A looping animated GIF combined from a folder of images

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
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Try it in your own folder