Markdown to editable Word, with real equations and diagrams
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Mark up a LaTeX paper's PDF and let an agent make the change in the source
For academics who lose hours mapping reviewer notes back to .tex lines, this lets an agent find the source while you stay on the typeset page and approve each diff.
Papilot opens a LaTeX project as its compiled PDF. You mark a sentence, equation or figure, leave a note, and an agent you already use, such as Claude, Codex or Cursor, finds the matching source and edits it. Each change comes back as a typeset before-and-after to accept or reject, and everything lands in Git, which also handles coauthor sync. MIT, macOS and Linux, needs Git, a TeX distribution and your own agent login. Overleaf is the obvious comparison.
Markdown to editable Word, with real equations and diagrams
A research workspace where the agent builds its own panes
An installable design editor that opens offline and asks for no account
System diagrams whose connectors caption themselves from the shapes they join
Lets AI agents edit Word files with tracked changes and nothing else touched
Pen your maths in Xournal++, press a key, get teacher-style ink marks back