How to Reverse-Engineer Prompts from Images with Copilot
Reverse-engineer prompts from images with Copilot and ToolRouter. Document your brand's visual style as reusable AI prompts.
Tool
Copilot is the right tool when the extracted prompt needs to live in a brand guide, style document, or creative brief — somewhere it will be referenced by the team and applied consistently going forward.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
Steps
Once connected (see setup above), use the AI Art Studio tool:
- Provide the reference images and the document context where the extracted prompts will be recorded.
- Run reverse_engineer to extract the style prompt from each reference.
- Ask Copilot to format each extracted prompt as a labeled style guide entry with usage notes.
- Insert the complete style prompt library into the brand guide document.
Example Prompt
Try this with Copilot using the AI Art Studio tool
Use ai-art-studio to extract style prompts from these three hero images from our brand shoot. Format each as a style guide entry with a label, the full prompt, and a one-line note on when to use it. I'll add these to our creative brief template.
Tips
- Label each extracted prompt by visual category — 'hero shots', 'product close-ups', 'lifestyle context' — so the team knows which to apply.
- Add usage notes to each prompt so team members know when the style applies versus when it does not.
- Include a 'do not use together' note if any extracted styles conflict with each other.