# Midjourney Prompt Optimizer

> Analyze and optimize Midjourney prompts using parameter tuning for --ar, --stylize, --chaos, and --weird flags. Generates prompt variations with style references (--sref) and character references (--cref) for consistent image output.

- Skill: `agentskillexchange/midjourney-prompt-optimizer` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/midjourney-prompt-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/midjourney-prompt-optimizer/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/midjourney-prompt-optimizer

---


# Midjourney Prompt Optimizer

Analyze and optimize Midjourney prompts using parameter tuning for --ar, --stylize, --chaos, and --weird flags. Generates prompt variations with style references (--sref) and character references (--cref) for consistent image output.

## Installation

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

- Source: https://docs.midjourney.com/hc/en-us/categories/32013335627533-Documentation

## Documentation

- https://docs.midjourney.com/hc/en-us/categories/32013335627533-Documentation

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/midjourney-prompt-optimizer-skill/)