voice-dna

name	voice-dna
description	Discovers voice patterns from existing product descriptions and gallery text. Extracts the photographer's actual rhythms, precision style, and restraint patterns.
version	1.0.0

Voice DNA — Voice Discovery from Photography Content

Measure the photographer's voice. Don't assume it.

Purpose

Analyzes existing product pages and gallery text to extract the actual voice patterns. Feeds like-a-human and voice-audit with measured data instead of guessed rules.

When to Fire

• On /voice-dna command
• When voice feels like it's drifted
• When adding a new content type

Analysis

Sample the best product descriptions and gallery text. Extract:

• Visual precision frequency: how often light, time, weather are named specifically
• Restraint level: average description length, ratio of said to unsaid
• Technical mention style: when technique appears, how it's worn
• Emotional vocabulary: which feelings are named directly vs. implied
• Sentence rhythm: compression-release patterns specific to photography writing

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Soli Deo Gloria