Prompt Library

Flux Kontext Pro Prompts & Examples

Flux Kontext Pro is Black Forest Labs' editing-focused model designed to preserve character and composition through edits. Ideal for series work where the same character appears across multiple panels or frames.

This page collects prompts that consistently produce strong output from Flux Kontext Pro when called via the AetherWave MCP server. Each example is structured to highlight what makes the prompt work, so you can adapt the pattern to your own scenes.

Tested prompt examples

These are real prompts that work well. The italics under each example is the actual text to pass via Claude Code.

Example 1
"Same character, now wearing a leather jacket and standing in a different alley"
Example 2
"Same product, now photographed from above instead of the side"
Example 3
"Same scene at night instead of day"

Prompt structure that works

For Flux Kontext Pro, the prompts that perform best follow a predictable structure:

Tip
Aim for 30 to 80 words. Less than 30 and the model fills the gap with defaults; more than 80 and it can dilute the focus. Flux Kontext Pro responds best to specificity without verbosity.

How to use these prompts

Once you have the AetherWave MCP installed in Claude Code, just paste any of the prompts above. The agent will call aetherwave_edit_image with model: "flux-kontext-pro" and return the asset URL.

Install in one command:

claude mcp add aetherwave \
-e AETHERWAVE_API_KEY=aw_live_your_key_here \
-- npx -y @aetherwave-studio/mcp

Free API key at your Profile page (Developer tab). Outputs auto-save to your Cloudflare R2 gallery.

When to pick Flux Kontext Pro

Flux Kontext Pro is the right model when your prompt matches its strengths: character-preserving image edits.

For other intents, the AetherWave MCP rubric in aetherwave_edit_image's description routes the agent to the right model automatically. Run aetherwave_list_image_models from Claude Code to see the full live catalog.

Comparison

vs flux-kontext-max at 14 cr: Pro at 7 cr is the cost-effective tier. Max is the higher-fidelity variant. Pick Pro for general edits; Max when subtle detail preservation matters most.

Frequently Asked Questions

What kind of prompts work best with Flux Kontext Pro?

Prompts matching its core strength: character-preserving image edits. Specific subject, clear style cues, aspect ratio in the prompt all improve output quality.

How long should a Flux Kontext Pro prompt be?

30 to 80 words is the sweet spot. Lead with the subject, follow with style and composition, finish with technical specs.

Can I use these prompts directly via Claude Code?

Yes. After installing the AetherWave MCP server, paste any prompt into Claude Code. The agent will call aetherwave_edit_image with model: "flux-kontext-pro" and return the finished asset.

Try Flux Kontext Pro with these prompts

Free API key, free starter credits, single MCP install. Be running these prompts in Claude Code in under five minutes.

Get Your Free API Key