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Photorealistic Instagram Prompt Framework — Public Overview |
This file provides a high-level overview of the structure used to generate |
consistent, realistic Instagram-style AI images. |
Core principles: |
- One consistent character identity across generations |
- No repeated face or body descriptions |
- Focus on scene, lighting, camera logic, and outfit |
- Natural framing and Instagram-like composition |
Framework layers: |
1. Scene context (location, environment, time) |
2. Lighting logic (natural, ambient, practical light) |
3. Camera logic (lens feel, angle, framing) |
4. Outfit / styling (simple, realistic, context-aware) |
This repository intentionally shares only the structural logic. |
The complete visual breakdown, examples, and assets are available in the full pack. |
Full product: |
https://poctavian.gumroad.com/l/cumney |
This dataset documents the structural logic behind repeatable, photorealistic Instagram-style AI characters.
Full visual framework (PDF + images + video): 👉 https://poctavian.gumroad.com/l/cumnev
Photorealistic Instagram Prompt Framework (Visual)
This repository is a public companion to the PromtForge “AI Instagram Girl — Realistic Visual Prompt Framework”.
It shares the structure behind consistent, photorealistic Instagram-style results:
- scene selection
- lighting logic
- camera/framing logic
- repeatable prompt skeletons (scene-only focus)
What’s inside (public)
- A short overview of the framework
- Example prompt skeletons (safe / non-NSFW)
- A simple checklist for repeatable results
Full pack (PDF + images + video)
The complete product (with the full visual breakdown and assets) is available here: Gumroad: https://poctavian.gumroad.com/l/cumnev
Recommended usage
- Use a single consistent character across generations
- Avoid repeating face/body descriptions
- Focus on: scene + light + camera + outfit
Notes
This repo is meant for education and repeatable workflows. No copyrighted datasets or private content are included.
Purpose
This dataset documents the structural logic behind a repeatable, photorealistic Instagram-style prompt framework.
It is intended as a public reference and educational anchor. The complete visual system, examples, and assets are available as part of the PromtForge product.
🔗 Full visual framework, examples, and assets: https://poctavian.gumroad.com/l/cumney
This public dataset documents the structural logic only.
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