zlh-428

image-gen

2
0
# Install this skill:
npx skills add zlh-428/naruto-skills --skill "image-gen"

Install specific skill from multi-skill repository

# Description

AI SDK-based image generation using official OpenAI and Google APIs. Supports text-to-image, reference images, aspect ratios, and quality presets.

# SKILL.md


name: image-gen
description: AI SDK-based image generation using official OpenAI and Google APIs. Supports text-to-image, reference images, aspect ratios, and quality presets.


Image Generation (AI SDK)

Official API-based image generation via AI SDK. Supports OpenAI (DALL-E, GPT Image) and Google (Imagen, Gemini multimodal).

Script Directory

Important: All scripts are located in scripts/ subdirectory of this skill.

Agent Execution Instructions:
1. Determine this SKILL.md file's directory path as SKILL_DIR
2. Script path = ${SKILL_DIR}/scripts/<script-name>.ts
3. Replace all ${SKILL_DIR} in this document with actual path

Script Reference:
| Script | Purpose |
|--------|---------|
| scripts/main.ts | CLI entry point for image generation |

Quick Start

# Basic generation (auto-detect provider)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png

# With aspect ratio
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A landscape" --image landscape.png --ar 16:9

# High quality (2k)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png --quality 2k

# Specific provider
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png --provider openai

# From prompt files
npx -y bun ${SKILL_DIR}/scripts/main.ts --promptfiles system.md content.md --image out.png

# With reference images (Google multimodal only)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "Make blue" --image out.png --ref source.png

Commands

Basic Image Generation

# Generate with prompt
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A sunset over mountains" --image sunset.png

# Shorthand
npx -y bun ${SKILL_DIR}/scripts/main.ts -p "A cute robot" --image robot.png

Aspect Ratios

# Common ratios: 1:1, 16:9, 9:16, 4:3, 3:4, 2.35:1
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A portrait" --image portrait.png --ar 3:4

# Or specify exact size
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "Banner" --image banner.png --size 1792x1024

Reference Images (Google Multimodal)

# Image editing with reference
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "Make it blue" --image blue.png --ref original.png

# Multiple references
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "Combine these styles" --image out.png --ref a.png b.png

Quality Presets

# Normal quality (default)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png --quality normal

# High quality (2k resolution)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png --quality 2k

Output Formats

# Plain output (prints saved path)
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png

# JSON output
npx -y bun ${SKILL_DIR}/scripts/main.ts --prompt "A cat" --image cat.png --json

Options

Option Description
--prompt <text>, -p Prompt text
--promptfiles <files...> Read prompt from files (concatenated)
--image <path> Output image path (required)
--provider google\|openai Force provider (default: google)
--model <id>, -m Model ID
--ar <ratio> Aspect ratio (e.g., 16:9, 1:1, 4:3)
--size <WxH> Size (e.g., 1024x1024)
--quality normal\|2k Quality preset (default: normal)
--ref <files...> Reference images (Google multimodal only)
--n <count> Number of images
--json JSON output
--help, -h Show help

Environment Variables

Variable Description Default
OPENAI_API_KEY OpenAI API key -
GOOGLE_API_KEY Google API key -
OPENAI_IMAGE_MODEL OpenAI model gpt-image-1.5
GOOGLE_IMAGE_MODEL Google model gemini-3-pro-image-preview
OPENAI_BASE_URL Custom OpenAI endpoint -
GOOGLE_BASE_URL Custom Google endpoint -

Load Priority: CLI args > process.env > <cwd>/.content-gen-skills/.env > ~/.content-gen-skills/.env

Provider & Model Strategy

Auto-Selection

  1. If --provider specified β†’ use it
  2. If only one API key available β†’ use that provider
  3. If both available β†’ default to Google (multimodal LLMs more versatile)

API Selection by Model Type

Model Category API Function Example Models
Google Multimodal generateText gemini-2.0-flash-exp-image-generation
Google Imagen experimental_generateImage imagen-3.0-generate-002
OpenAI experimental_generateImage gpt-image-1, dall-e-3

Available Models

Google:
- gemini-3-pro-image-preview - Default, multimodal generation
- gemini-2.0-flash-exp-image-generation - Gemini 2.0 Flash
- imagen-3.0-generate-002 - Imagen 3

OpenAI:
- gpt-image-1.5 - Default, GPT Image 1.5
- gpt-image-1 - GPT Image 1
- dall-e-3 - DALL-E 3

Quality Presets

Preset OpenAI Google Use Case
normal 1024x1024 Default Covers, illustrations
2k 2048x2048 "2048px" in prompt Infographics, slides

Aspect Ratio Handling

  • Multimodal LLMs: Embedded in prompt (e.g., "... aspect ratio 16:9")
  • Image-only models: Uses aspectRatio or size parameter
  • Common ratios: 1:1, 16:9, 9:16, 4:3, 3:4, 2.35:1

Examples

Generate Cover Image

npx -y bun ${SKILL_DIR}/scripts/main.ts \
  --prompt "A minimalist tech illustration with blue gradients" \
  --image cover.png --ar 2.35:1 --quality 2k

Generate Social Media Post

npx -y bun ${SKILL_DIR}/scripts/main.ts \
  --prompt "Instagram post about coffee" \
  --image post.png --ar 1:1

Edit Image with Reference

npx -y bun ${SKILL_DIR}/scripts/main.ts \
  --prompt "Change background to sunset" \
  --image edited.png --ref original.png --provider google

Batch Generation from Prompt File

# Create prompt file with detailed instructions
npx -y bun ${SKILL_DIR}/scripts/main.ts \
  --promptfiles style-guide.md scene-description.md \
  --image scene.png

Error Handling

  • Missing API key: Clear error with setup instructions
  • Generation failure: Auto-retry once, then error
  • Invalid aspect ratio: Warning, proceed with default
  • Reference images with image-only model: Warning, ignore refs

Extension Support

Custom configurations via EXTEND.md.

Check paths (priority order):
1. .content-gen-skills/image-gen/EXTEND.md (project)
2. ~/.content-gen-skills/image-gen/EXTEND.md (user)

If found, load before workflow. Extension content overrides defaults.

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.