AI & The Craft  ·  Voice & Revision
AI & The Craft

Train It On
Your Best Work.

The AI doesn't know your voice. But you can teach it — in about twenty minutes — by building a personal style document that makes every revision session feel like working with a reader who has actually read you.

Building Your Personal Style Document March 5, 2026

A few posts back we talked about the flattening problem — the way AI feedback can quietly nudge your writing toward the statistical average, one reasonable-sounding suggestion at a time. That post was about defense: how to protect your voice once you're already in a revision session. This one is about offense. It's about arriving at the session with your voice already on the table — documented, named, and handed to the AI before it reads a single line of your current draft.

The mechanism is a personal style document. A short, precise file — two pages at most — that describes your writing in your own terms: your sentence habits, your tonal tendencies, the devices you use intentionally, the things you never do, the two or three sentences from your best work that represent what you're capable of. You paste it into every revision session before you paste the draft. The AI now has a different calibration. It is no longer reading your work against the average. It is reading it against you.

This is not a workaround or a hack. It is the application of something we've covered repeatedly in this series: context shapes everything the AI can offer. Hand it better context, get better feedback. The style document is simply the most intentional version of that principle.

You are not asking the AI to imitate your voice. You are asking it to read your draft knowing what your voice actually is.

What the Document Does

Without a style document, the AI brings its own priors to your draft — priors formed from an enormous statistical average of all the writing it has processed. When it reads your long, accumulative sentences, it reads them against a norm of shorter ones. When it reads your sparse dialogue, it reads it against a norm of more expository alternatives. When it reads your particular way of ending a scene without resolution, it reads it against a norm of scenes that close.

With a style document, the AI has a different reference point. Now it knows that long sentences are intentional. That sparse dialogue is a choice. That open endings are the house style. The feedback shifts from "this deviates from the norm" to "does this succeed on its own terms?"

"He drove home the long way. Not for any reason. The city at night had a particular quality of indifference that he found, on bad days, almost comforting."

Reading against the average. "Not for any reason" is flagged as redundant. But it's the voice.

"He drove home the long way. Not for any reason. The city at night had a particular quality of indifference that he found, on bad days, almost comforting."

Reading against the writer. The voice signature is protected. The feedback lands on the actual question.

The draft didn't change. The AI didn't change. The context did. That's the entire technique.

How to Build It — Five Sections

The document has five sections. Each one is short — three to five sentences at most. It is not a comprehensive description of your writing. It is a precise one: the specific things an AI needs to know to read your work correctly. Click each section to see what it contains and how to write it.

1
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Find three sentences — or very short passages — from your writing that you believe are unambiguously good. Not your favorite subject matter. Not the scenes you're most proud of. The sentences where the language itself is doing exactly what you want it to do. These become the AI's reference point for your voice. Every piece of feedback will now be implicitly calibrated against them.

Choose sentences that represent different things your voice can do: one that shows your syntax at its most characteristic, one that shows your tonal range, one that shows the kind of image or observation only you would make.

What this section looks like
"VOICE SAMPLES — sentences that represent my writing at its best: 1. 'She had the particular patience of someone who had stopped expecting anything good and was no longer disappointed by this.' [Shows tonal register and sentence rhythm] 2. 'The dog had learned to wait at the door. So had he.' [Shows compression and juxtaposition] 3. 'It was not grief exactly. It was the place grief had been, which was its own thing.' [Shows how I handle abstraction]"
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Describe your sentence-level habits: length, rhythm, structure. Are your sentences long and accumulative, or short and declarative, or both in a particular pattern? Do you favor fragments? Comma splices used for pace? Sentences that begin with conjunctions? Name these as intentional devices, not as stylistic tendencies you're neutral about. The AI needs to know what is choice and what might be error.

Be specific enough that the AI could recognize these patterns when it encounters them — and know not to flag them as problems.

What this section looks like
"SENTENCE HABITS: — I use short declarative sentences as punctuation, often after a longer accumulative one. These are intentional rhythm breaks, not incomplete thoughts. — I use comma splices deliberately to create a breathless or associative quality. Do not flag these as errors. — My sentences frequently withhold explanation. 'He left. Nobody mentioned it.' is a complete statement in my prose, not an ellipsis."
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Don't write "my tone is melancholy" or "my tone is dark with moments of humor." These are too broad to be useful. Instead, describe the specific register with enough precision that a reader who encountered your prose for the first time could recognize it in a lineup. What does it feel like to be inside your sentences? What emotional temperature do they run at? What does the narrator's relationship to the material tend to be?

The more specific you are, the more precisely the AI can read against it — and flag moments where the current draft has drifted away from where you actually live.

What this section looks like
"TONAL REGISTER: My prose runs at a temperature of dry precision with grief underneath it — the narrator observes carefully and comments rarely, and when emotion surfaces it does so indirectly, through behavior or image rather than statement. Warmth is present but never announced. Sentimentality is the thing I most want to avoid — if a passage reads as sentimental, that is a failure, not a tonal choice."
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This is often the most powerful section in the document. Name the things your voice refuses to do — the devices, the moves, the sentence patterns that are not yours. These exclusions tell the AI where the edges of your voice are, and they prevent the most common form of flattening: suggestions that drift your work toward the average by adding something your voice specifically doesn't want.

Be candid. This is not a statement of aesthetic principle — it is a functional description of your actual practice. Not "I avoid purple prose" but "I never use weather to establish mood."

What this section looks like
"WHAT I NEVER DO: — I do not use weather to open a scene or establish mood. — I do not explain metaphors after I've made them. — I do not use adverbs to modify dialogue tags. Ever. — I do not end scenes on an epiphany or a moment of explicit understanding. Scenes end on images or actions, not realizations. — If a piece of feedback suggests adding any of the above, disregard it."
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End the document with a single paragraph that tells the AI explicitly how to apply what it has just read. Don't assume it will know. This paragraph closes the loop: you have described your voice, and now you are telling the AI what to do with that description when it encounters your draft. Be direct. Treat it as an instruction set, not a suggestion.
What this section looks like
"HOW TO USE THIS DOCUMENT: When you read the draft I am about to share, use the voice samples and habits above as your reference point — not general notions of good prose. If you encounter something that deviates from standard practice but is consistent with the patterns above, note it as a choice and assess whether it is succeeding, rather than flagging it as a problem. Your job is to tell me where the current draft fails to reach the standard set by my own best work — not where it deviates from someone else's."
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A Sample Document — Complete

Here is what a finished style document looks like assembled. This one is fictional — written to demonstrate the format — but it is built at the level of specificity the technique requires.

Sample Personal Style Document

Voice Samples

"She had the particular patience of someone who had stopped expecting anything good and was no longer disappointed by this."

"The dog had learned to wait at the door. So had he."

"It was not grief exactly. It was the place grief had been, which was its own thing."

Sentence Habits

I use short declarative sentences as rhythm breaks after longer accumulative ones — intentional, not incomplete. I use comma splices for pace and association. My sentences often withhold explanation: the narrator observes and does not comment. This is a choice, not a gap.

Tonal Register

Dry precision with grief underneath. The narrator observes carefully and rarely editorializes. Emotion surfaces through behavior and image, not statement. Warmth is present but never announced. Sentimentality is a failure mode, not a tonal option.

What I Never Do

I do not use weather to open a scene. I do not explain a metaphor after making it. I do not use adverbs on dialogue tags. I do not end scenes on realizations — only on images or actions. If feedback suggests any of these, disregard it.

How to Use This Document

Read my draft against the voice samples above, not against general good practice. Flag places where the draft fails to reach the standard set by my own best work. Note intentional devices as choices and assess whether they are succeeding. Your reference point is me, not the average.

The Prompt That Activates It

The document does nothing on its own — it needs a prompt that tells the AI to use it. Here is the prompt that opens a revision session with the style document in place.

The Opening Prompt — Paste This With Your Style Document and Draft
[Paste your Personal Style Document here] --- [Paste the draft passage you want to revise here] --- You have just read my personal style document and a draft passage. Before you give me any feedback, confirm that you understand the voice I have described — summarize it back to me in two sentences, in your own words. Then read the draft passage against that voice — not against general standards of good prose. Tell me: where is the draft reaching the standard set by my own best work? Where is it falling short of it? Where has it drifted away from the voice described above? [Optional: add your specific concern or revision question here]
The confirmation step — asking the AI to summarize the voice before it reads — is not ceremonial. It tells you immediately whether the document has landed. If the summary is off, you know to clarify before asking for feedback.

One Thing to Do Before the Next Session

The document takes about twenty minutes to write, and you only write it once — then refine it over time as your sense of your own voice sharpens. The first draft of the style document is like the first draft of anything: it gets clearer with each revision.

Start with the voice samples. Find the three sentences. That step alone — the act of identifying your own best work and saying this, specifically, is what I'm capable of — is worth the exercise regardless of whether you use the document in a single AI session. It is, in the most literal sense, knowing your own voice well enough to defend it.

The flattening problem is real. But it only has power over writers who arrive at the revision session without their voice already in the room. Bring the document. The AI will read differently. The feedback will land differently. The revision will be faster, sharper, and — crucially — still yours.

The style document is not a shield against AI feedback. It is an invitation for better feedback — feedback that knows what it's reading before it starts.
The AI doesn't know your voice. But twenty minutes from now, it can.

AI & THE CRAFT — VOICE & REVISION