gpt_image_2_skill

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SUMMARY

GPT Image 2 skill for Claude Code / Codex / OpenCode. Curated prompt templates and text-to-image templates across 12+ categories (Chinese typography, research figures, games, photography, posters, …).

README.md

gpt-2-image-skill

OpenAI GPT Image 2 skill — curated prompt templates + CLI. Set OPENAI_API_KEY in env (or ~/.env) before use.

Install

Claude Code (plugin):

/plugin marketplace add wuyoscar/gpt_image_2_skill
/plugin install gpt-image@wuyoscar-skills

Codex / other SKILL.md-aware agent — clone into the agent's skills directory:

git clone https://github.com/wuyoscar/gpt_image_2_skill.git

Point the agent at skills/gpt-image/SKILL.md inside the clone.

Build your own custom skill on top — use the skill-creator skill:

/skill-creator
> Please help me create a skill based on https://github.com/wuyoscar/gpt_image_2_skill

CLI anywhere (no agent needed):

uvx --from git+https://github.com/wuyoscar/gpt_image_2_skill gpt-image -p "a cat astronaut"

# or install to PATH
uv tool install git+https://github.com/wuyoscar/gpt_image_2_skill
gpt-image -p "a cat astronaut"

Requires uv + Python ≥ 3.11. Deps auto-install.


Showcase

All images produced one-shot at --quality high. Every prompt is in references/gallery.md; captions below credit the original source so you can trace it.

Chinese typography & posters

Chinese tea-launch poster
Chinese tea-launch poster · community (卡尔的AI沃茨)
1980s propaganda poster
1980s propaganda poster · community (@akokoi1) + adapted
Museum-catalog infographic (唐代襦裙)
Museum-catalog infographic (唐代襦裙) · community (@MrLarus)
Song Dynasty social-media feed (宋朝朋友圈)
Song Dynasty social-media feed (宋朝朋友圈) · community (@Panda20230902)

Editorial & design posters

Saul-Bass-style thriller poster — THE LAST HEIR
Saul-Bass-style thriller poster · original (Bass lineage)
A Tale of Two Cities manga relationship map
Manga relationship map — A Tale of Two Cities · community (@cht0001)
Vogue-style fashion magazine cover
Vogue-style fashion magazine cover · original
1950s Astounding Stories pulp cover
1950s sci-fi pulp cover (Astounding Stories) · original

Anime & manga

MAPPA-style anime action still (Jujutsu Kaisen aesthetic)
MAPPA-style anime action still · aesthetic ref: Jujutsu Kaisen
Naruto-style ninja battle clash
Shōnen battle key-visual · aesthetic ref: Naruto Shippuden
Shōnen manga two-page spread — basketball slam dunk
Shōnen manga two-page spread (basketball dunk) · original, Slam-Dunk tradition

Infographics & field guides

Giant Panda encyclopedia-style infographic
Encyclopedia field guide (Giant Panda) · community (@MrLarus)

Product & food photography

Chocolate wafer JSON-style product render
Chocolate wafer product render (JSON-style) · community (@mehvishs25)
Salad explosion food photography
Salad-explosion food photo (JSON-style) · community (@ChillaiKalan__)

Gaming landscapes

Hitman-style gameplay at OpenAI HQ
Hitman gameplay — OpenAI HQ · community (@flowersslop)
GTA 6 Vice City beach gameplay
GTA 6 gameplay — Vice City beach · community (@WolfRiccardo)

Photorealism & reportage

RAW iPhone subway photorealism
RAW iPhone — 42nd Street subway · community (@WolfRiccardo)
Handwritten notebook flatlay
Handwritten notebook flatlay · community (@patrickassale)
Chess board mid-game photorealism
Chess board mid-game · community (@EddGorenstein)
360° equirectangular jungle panorama
360° equirectangular panorama · community (@AIimagined)

Cinematic & animation

Pixar-style kitten in kitchen
Pixar-style 3D still (kitten + soufflé) · community style pattern
1940s film-noir detective photo
1940s film-noir still · original (Alton / Toland lineage)
6-panel film storyboard
Professional 6-panel storyboard (Tokyo rooftop chase) · original

Character design

Cyberpunk engineer character reference sheet
Cyberpunk engineer reference sheet · community (@MANISH1027512)
16-panel anime expression grid
16-panel anime expression grid · community (卡尔的AI沃茨)

Research paper figures

Transformer encoder-decoder architecture
Transformer encoder–decoder · Vaswani et al., 2017
RAG pipeline diagram
Retrieval-Augmented Generation pipeline · Lewis et al., 2020
Multi-agent LLM system architecture
Multi-agent LLM system · AutoGen (Wu et al., 2023) / LangGraph / Managed Agents
Denoising diffusion chain
Denoising diffusion forward / reverse chain · Ho et al., 2020
Empirical scaling laws plot
Empirical scaling laws · Kaplan 2020, Chinchilla (Hoffmann et al., 2022)
Benchmark comparison heatmap
Benchmark comparison heatmap · HELM (Liang et al., 2023)
Ablation bar chart with error bars
Ablation bar chart · generic reasoning-paper layout
Pretraining data-mixture sankey
LLM pretraining data-mixture sankey · GPT-3 / LLaMA / Pile compositions
Multi-head attention heatmaps
Multi-head attention heatmaps · Clark et al., 2019
LLM family tree timeline
Frontier LLM lineage, 2018–2026 · community survey format
ReAct reasoning trace
ReAct reasoning trace · Yao et al., 2022

Acknowledgements

Per-image community @handle credits and per-prompt research-paper citations live inline in references/gallery.md and in each Showcase caption above — no need to duplicate them here.


License

CC BY 4.0 — see LICENSE.

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