Agent skill
ai-artist
Prompt + image gen. 6000+ examples. Dual-option: Standard (Flash) or Creative (Pro). Generate infographics, thumbnails, avatars, product shots with Nano Banana.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/ai-artist-duc01226-investment
SKILL.md
AI Artist - Prompt Engineering + Image Generation
Comprehensive prompt engineering with integrated image generation. Contains 6,000+ curated prompts, dual-option generation workflow, and searchable database with BM25 ranking.
Dual-Option Workflow
When generating images, always offer both options:
| Option | Model | Best For | Speed |
|---|---|---|---|
| Standard | gemini-2.5-flash-image |
Search-based prompts, known formats | Fast |
| Creative | gemini-3-pro-image-preview |
Unique art direction, complex scenes | Best quality |
Quick Start
Option 1: Standard (Search + Flash)
# 1. Search for similar prompts
python3 .claude/skills/ai-artist/scripts/search.py "<keywords>" --domain examples
# 2. Generate with Flash model
.claude/skills/.venv/bin/python3 .claude/skills/ai-multimodal/scripts/gemini_batch_process.py \
--task generate --model gemini-2.5-flash-image \
--prompt "<adapted_prompt>" --aspect-ratio <ratio> --size 2K --output <path>
Option 2: Creative (Art Direction + Pro)
# Generate with Pro model (4K, complex prompts)
.claude/skills/.venv/bin/python3 .claude/skills/ai-multimodal/scripts/gemini_batch_process.py \
--task generate --model gemini-3-pro-image-preview \
--prompt "<creative_prompt>" --aspect-ratio <ratio> --size 4K --output <path>
Arguments
| Arg | Values | Default |
|---|---|---|
--model |
gemini-2.5-flash-image (Standard), gemini-3-pro-image-preview (Creative) |
Flash |
--aspect-ratio |
1:1, 16:9, 9:16, 3:4, 4:3, 2:3, 3:2 |
1:1 |
--size |
1K, 2K, 4K (4K only Pro) |
2K |
--num-images |
1-4 |
1 |
--output |
file path | auto |
Search Domains
python3 .claude/skills/ai-artist/scripts/search.py "<query>" --domain <domain>
| Domain | Use For |
|---|---|
examples |
6000+ curated prompts (quote cards, bento grids, thumbnails) |
style |
Visual aesthetics (cyberpunk, minimalist, cinematic) |
subject |
Subject tips (portrait, product, landscape) |
platform |
Platform syntax (midjourney, dall-e, sd) |
Creative Art Directions
For Creative option, apply unique styles:
| Style | Key Elements |
|---|---|
| Cyberpunk Neon | Holographic, neon glow, rain, cityscape, Japanese text |
| Vaporwave | Greek statues, sunset grid, Windows 95, chrome, dolphins |
| Isometric 3D | Tilt-shift, miniature diorama, cute buildings, floating island |
| Bento Grid | Apple liquid glass, transparent cards, gradient glow |
| Editorial | Clean white, bold typography, magazine layout |
Example Workflow
User: "Create marketing infographic"
Standard Option:
python3 .claude/skills/ai-artist/scripts/search.py "bento grid marketing" --domain examples
# → Found: "Premium liquid glass Bento grid product infographic"
# → Adapt prompt, generate with Flash
Creative Option:
# Cyberpunk art direction with Pro model
.claude/skills/.venv/bin/python3 .claude/skills/ai-multimodal/scripts/gemini_batch_process.py \
--task generate --model gemini-3-pro-image-preview \
--prompt "Create a cyberpunk neon holographic infographic titled 'MARKETING 2026'. Style: Blade Runner aesthetic, dark cityscape, rain, neon data cards floating around holographic AI head. Hyper-detailed, cinematic." \
--aspect-ratio 1:1 --size 4K --output infographic-cyberpunk.png
References
| Topic | File |
|---|---|
| Image generation workflow | references/image-generation-workflow.md |
| Nano Banana models | references/nano-banana.md |
| Prompt examples (6000+) | references/nano-banana-pro-examples.md |
| LLM patterns | references/llm-prompting.md |
| Image syntax | references/image-prompting.md |
| Domain patterns | references/domain-patterns.md |
Anti-Patterns
| Issue | Solution |
|---|---|
| Only offering one option | Always present Standard AND Creative |
| Using Flash for complex art | Use Pro for unique art direction |
| Vague creative prompts | Add detailed style, layout, elements |
| Missing output path | Always specify --output |
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