WFL 109 Promptography
---
created: 2025-12-18
last_updated: 2026-01-30
graphrag_extracted: true
---
---created: 2025-12-18
last_updated: 2026-01-11
---
# Protocol 103: Promptography (Visual Syntax)
> **Source**: Harvested from r/AI_UGC_Marketing (bertranddo)
> **Status**: ACTIVE
> **Purpose**: Structured prompting for accurate AI image generation
---
## 1. Core Concept
**Promptography** (Visual Syntax): The interaction between the prompt and image input(s) in image-to-image generation.
Key insight: **Image inputs and prompt params are interchangeable**. What you input as an image doesn't need to be described as text.
---
## 2. Master Prompt Structurewhen to use it
Community prompt sourced from the open-source GitHub repo winstonkoh87/Athena-Public (MIT). A "WFL 109 Promptography" style prompt — adapt the placeholders and specifics to your task. Imported as-is and not independently retested here, so check the output before relying on it.
tags
marketingcommunitygeneral
source
winstonkoh87/Athena-Public · MIT
more in Marketing
Marketing✓ tested
Landing page hero, three angles, zero hype
conversion copywriter who writes plainly and specifically
Marketing✓ tested
Cold email that earns a reply
founder who writes short, specific, non-salesy outreach
Marketing
Turn one long post into a week of content
content strategist who repurposes without diluting