JAE-IMAGE-SKILL — Curated Image Prompt Recommender for AI Agents

JAE-IMAGE-SKILL is an installable AI-agent skill for finding, recommending, and customising proven image-generation prompts. It works with Agent Zero / Agent JAE, Claude-style skill loaders, Cursor, Codex, Gemini CLI, Windsurf, and other agents that can read a SKILL.md file and local JSON references.

The skill is model-agnostic. The prompts can be adapted for Midjourney, DALL-E, GPT Image, Flux, Stable Diffusion, Gemini image models, Seedream, and other text-to-image systems.

Canonical install link

Give this URL to an AI agent and tell it to install the skill:

https://jaeswift.xyz/skills/JAE-image-skill/Jae-Image-Skill.MD

The installer markdown explains how to clone or download the skill, where to place it, how to validate it, and how to use it.

Repository contents

jae-image-skill/
  SKILL.md                  # instructions loaded by the AI agent
  package.json              # optional Node package metadata + setup scripts
  scripts/setup.js          # refreshes reference JSON from JaeSwift static hosting
  references/manifest.json  # dynamic category manifest
  references/*.json         # prompt reference data
  LICENSE                   # MIT licence retained from upstream
  NOTICE                    # derivative/provenance notice

Quick manual install

SKILLS_DIR="${SKILLS_DIR:-$HOME/.agent-zero/skills}"
mkdir -p "$SKILLS_DIR"
git clone https://git.jaeswift.xyz/jae/JAE-IMAGE-SKILL.git "$SKILLS_DIR/jae-image-skill"
cd "$SKILLS_DIR/jae-image-skill"
node scripts/setup.js --check || node scripts/setup.js

If your agent uses a different skills root, install the folder there instead. The required file is SKILL.md; the references are JSON files under references/.

Usage examples

Ask your agent:

Use JAE Image Skill to find a cyberpunk avatar prompt with sample images.

Use JAE Image Skill to find three YouTube thumbnail prompt styles for a Solana market update video.

Here is my article. Use JAE Image Skill to recommend a matching cover-image prompt, then remix it for my topic.

The agent should return up to three prompt recommendations with sample image URLs and a concise reason each one matches.

Reference refresh

References are hosted under:

https://jaeswift.xyz/skills/JAE-image-skill/references/manifest.json

Refresh manually:

node scripts/setup.js --force

Override the source if mirroring elsewhere:

JAE_IMAGE_SKILL_BASE_URL=https://example.com/references node scripts/setup.js --force

Licence

MIT. This is a JaeSwift-maintained derivative of an MIT-licensed upstream project. The original copyright notice is retained in LICENSE; derivative details are in NOTICE.