Held
Can travel
Consistent with a known record, or properly hedged. You can still add a source. You do not have to rewrite it.
An AI checker, one verb
Check what the model claimed.
Paste the output. Stimmaxy marks the lines that can hold, the lines that need a source, and the lines that should never leave the room.
Live proof
Mark a draft. Read the margin.
This is a working demonstration. Samples include curated marks. Your own paste still gets a check.
Galley · Stimmaxy proof
ready
The marks
Four ways a line can leave the proof.
Review
Needs a look
No obvious tell, and no receipt. Check it if a reader will act. Leave it if it is color, not cargo.
Flag
Needs a receipt
A number, a superlative, or a date that is easy to get wrong. Fix the verb, add a source, or cut the figure.
Drop
Does not ship
A known falsehood, a medical promise, or an absolute the model cannot earn. Do not negotiate with it.
Method
How a check actually runs.
01
Bring the output, not the prompt
The check is about what a reader might believe. Paste the reply, the caption, the brief.
02
Name the checks
Truth and sources are the default. Add overclaim when the copy sells. Add policy when a person might act.
03
Read the margin
Each claim gets a mark and a note. The score is a snapshot, not a grade. A high score with one drop still fails if that drop is the headline.
04
Send the proof with the draft
The next person should see what you already checked. That is the point of a proof: the check survives the handoff.
“We stopped asking whether the model sounded right. We started asking whether anyone had checked it.”
Newsroom desk · StimmaxyWho checks
For people who cannot afford a fluent error.
Check a draft before it is a headline.
Check the figure before it is a slide.
Check the reply before it is a ticket.
Check the claim before it is a risk.
Questions
What a check is — and is not.
Is Stimmaxy a truth machine?
No. Stimmaxy is a checker. It extracts claims, marks weak language, and asks you to check the lines that matter. A held verdict is still your call to publish.
What can I check?
Any AI output you might send: briefs, emails, product copy, research notes, support replies, captions. If a model wrote it, you can check it.
Does a check replace an editor?
It replaces the blank stare at a fluent paragraph. It does not replace judgment, a primary source, or a person who owns the publish button.
Is the live proof a real check?
The proof on this site is a working demonstration. Sample outputs include curated marks. Your own paste is checked with the same claim split. Open an account for the full set.
Ready
Check it, then send it.
Open a proof, paste an output, and mark the lines. If you want a desk for the team, write to us.
Begin a check Contact