Voice Matching

Voice is the consistent identity — vocabulary, rhythm, worldview, humor type. Tone shifts with context (celebratory, serious, casual). You can write in someone's voice while varying tone. Get the voice right first.

Voice Decomposition

When given examples of a creator's content, extract these dimensions:

Vocabulary — what words do they reach for? What would they never say? How formal or casual? Do they use slang, and which kind? Do they curse? Do they use filler words deliberately?

Sentence rhythm — short and punchy? Long and flowing? Fragments as emphasis? How do they use line breaks? Do they build momentum or stay staccato?

Opening patterns — how do they start? Direct statement? Question? Story drop? Address the audience? Jump straight into the point?

Humor style — dry/deadpan, self-deprecating, observational, absurdist, or none? How often does humor appear? Is it the main mode or occasional seasoning?

CTA patterns — how do they ask for engagement? "Follow for more" or subtle? Do they even do CTAs? How do they end posts?

Emotional register — enthusiastic, chill, intense, vulnerable, authoritative, conspiratorial? What's their default energy?