Portraits & Photography
Reusable portrait and photography prompt patterns for cinematic lighting, believable skin texture, realistic props, and controlled camera behavior.
GPT-Image-2 Prompt Patterns
Why this section exists
Section titled “Why this section exists”Most image-prompt collections stop at prompt dumping. That leaves three problems:
- The prompt is not reusable once the subject or style changes.
- The source creator is rarely attributed cleanly.
- The page does not help with the real search intent, which is usually how to get a specific result without breaking composition, text, lighting, or layout.
This archive fixes that by converting public prompt examples into attributed derivative patterns. Each page expands the original case into a reusable prompt frame, exposes the main controls, and documents the failure modes that usually waste iterations.
Coverage
47 adapted prompt pages built from public community source cases.
Method
Every page keeps attribution, avoids verbatim prompt reuse, and rewrites the case into an editorial pattern.
Search intent
Built for long-tail creator searches around GPT-Image-2 prompts, image generation styles, and prompt debugging.
Browse by prompt family
Section titled “Browse by prompt family”Posters & Illustration
Prompt patterns for city posters, travel art, maps, lettering, and illustration systems that need stronger composition and typography discipline.
Character Design
Prompt patterns for reference sheets, character cards, anime conversions, and design boards that need consistent identity across views.
UI & Social Mockups
Prompt patterns for interface mockups, screenshots, fake feeds, handwritten notes, and phone-camera captures that must look plausibly captured.
Comparison & Community
Prompt patterns focused on model comparison, reference-directed editing, text rendering tests, and community-style benchmark experiments.
Jump into the archive
Section titled “Jump into the archive” Open the full image-prompt archive Browse the editorial landing page with prompt families, featured long-tail entries, and attribution standards.
Portrait and photography prompts Cinematic portrait patterns with lighting controls, composition choices, and realism constraints.
Poster and illustration prompts Prompt patterns for maps, posters, travel art, lettering systems, and illustrated layout work.
Character design prompts Reference-sheet and character-card patterns for keeping identity stable across views and poses.
UI and social mockups Patterns for screenshots, fake feeds, handwritten notes, and mobile-camera realism.
Benchmark and comparison cases Model-comparison, text-rendering, and reference-edit patterns built for evaluation instead of one-off images.
What makes these pages higher value
Section titled “What makes these pages higher value”Prompt controls
Each page breaks out the variables that matter first, so readers can adapt the pattern instead of pasting it blindly.
Failure modes
Common failure paths are explicit, which is usually what searchers need after the first prompt version breaks.
Attribution
Every case keeps a visible path back to the public source repo and the linked creator post.
Derivative reuse
The prompt text is rewritten into an original editorial template, which keeps the archive useful without becoming a raw mirror.