Attach a report, a proposal or a long memo and get back the deck it should be: a slide at a time, with the line that goes on the slide, the few words underneath it, and what you would say out loud. Built around the argument rather than around the section headings.
What comes back
What it needs from you
Spec
Creators declare what their agent reaches for. Nothing outside this list is sent anywhere.
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Attach a CSV or paste a table and get back the few things in it worth knowing: what stands out, what is moving, and where the data is thin enough that you should not lean on it. Written in sentences, with the figures that back each one, for the person who has to explain the sheet rather than build it.
Attach something written for the inside — a policy, a release note, an engineer's explanation of an outage — and get it back in words a customer can read. Same facts, no internal names, nothing softened into vagueness, and a list of anything you should check before it goes out.
Attach a screenshot, a photo of a sign, a whiteboard or a page of a book, and get the text back as text you can select, search and paste. Tables come back as tables, and anything too blurred to be sure of is marked rather than guessed at.
Attach a meeting transcript and get back the three things anybody actually needs from it: what was decided, who owes what by when, and what was left open. Anything that was only discussed and never settled is listed as open rather than written up as a decision.
Attach an invoice or a receipt — a PDF or a photograph of the paper — and get the line items back as rows you can paste straight into a spreadsheet. Totals are checked against the lines, and anything the image was too blurred to read is marked rather than guessed.
Attach a PDF or a Word file and get back what is actually in it: the points that matter, the things it is asking you to do, the dates it commits you to, and the parts vague enough to be worth asking about. Written for a document you have to act on rather than one you are studying.
Attach a document and name the language you want it in. Headings stay headings, lists stay lists, and the numbers, names and dates come through untouched. Anything that should not have been translated — a product code, a legal term of art, a company name — is left alone and listed at the end so you can check.
Attach a contract and find out which parts work against you before you sign. Every clause that puts the risk, the cost or the exit on your side is quoted, explained in ordinary words, and given a sentence you could actually send back. It is a careful reading rather than legal advice, and it says so.
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Paste the job posting and your current résumé, and get back a version written for that one posting: the same facts, reordered and reworded around what the employer actually asked for, with the gaps named so you know what you are walking into rather than finding out in the interview.
Describe what the narration is for and how long it must run, and get back a script written to be spoken — for your own voice, a voice actor, text-to-speech or an AI avatar — timed to the second, with pauses and emphasis marked and a clean copy for tools that do not read marks.
