Season 1 · Episode 5 · Public recap

Sound like yourself, at scale.

The final edit is rarely where the time goes. The empty document is. We taught an agent to find the patterns in writing the author had already created, then used a humanizer to remove the obvious machine tells.

Recap

Project recaps, proposals, follow-ups, and status notes all begin with the same small problem: an empty document. AI can fill it quickly, but the default voice is easy to recognize.

The live workflow started with writing the author had already created. The agent mapped the sentence rhythm and openings, then found words to avoid and rough edges worth keeping. That profile became the reusable asset. The source material was evidence, never content to repeat.

The useful splitThe agent owns the first draft. You own the final twenty percent.

A second pass checked for common AI patterns and rewrote them. Drafting became faster, while the writing still sounded like its author.

Operator move: build a voice profile from writing you own. Use it on one real update this week, then do the final edit yourself.

Take it home

Build the profile once

Collect six to twelve examples you wrote. Ask the agent to describe how you write and save the answer as instructions. Then test it against a real piece of work.

Do the exercise

Build a voice profile, then test it

Use writing you own, or practise with the synthetic sample pack. The goal is a profile supported by evidence, not a flattering personality description.

25 minutesProfile plus one draft

Download synthetic writing samples

Put six to twelve writing samples in one file. Remove quoted replies, names, signatures, and confidential facts.
Run the prompt below and correct any pattern that does not sound true.
Ask for a short update using the profile.
Run the public Content Humanizer, then make the final edit yourself.

Voice profile prompt

Read sample-writing-pack.md, or the writing-sample file I provide.

Build a practical voice profile. Focus on how the author writes:
- Typical openings
- Sentence rhythm and paragraph length
- Words or phrases the author uses
- Patterns the author avoids
- Rough edges worth keeping

For every pattern, quote two short pieces of evidence from the samples.

Then draft a 120-word project update in that voice from these facts:
[paste safe facts here]

Finish with a short self-check. Flag anything in the draft that is not supported by the facts or the voice evidence.

You are done when: the profile contains evidence, the draft uses confirmed facts, and you can point to at least two lines you changed by hand.

Keep it safe: only use writing you own or have permission to analyse. Remove business details before using an unapproved service.

Resources

🎞️

Sound like yourself, at scale.

Build the profile once

Build a voice profile, then test it

Public slide deck

Full recording

Content Humanizer

First conversations