| 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
Soli Deo Gloria
