How to Match Client Photography Style with OpenClaw
Match client photography style with OpenClaw and ToolRouter. Extract and document styles across multiple clients or brands at scale.
Tool
OpenClaw handles multi-client style extraction at agency scale — processing photography references for all active clients and building a style library that makes briefing and consistency management systematic.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsSteps
Once connected (see setup above), use the Image Style Extractor tool:
- Define all client photography reference sets and the output format for the style library.
- Run extract_style across all client reference images.
- Organize extracted styles by client with key visual characteristics documented.
- Export the complete multi-client style library for agency-wide use.
Example Prompt
Try this with OpenClaw using the Image Style Extractor tool
Use image-style-extractor to extract visual style prompts from the photography reference sets for all 8 of our active clients. Organize by client, include the extracted prompt and 3 key visual characteristics per client. Return as a style library document the whole agency can reference.
Tips
- Build the client style library at onboarding rather than after problems arise — proactive documentation prevents inconsistency.
- Update each client's style entry when they run a new major campaign shoot — styles evolve and the library should reflect current direction.
- Share the style library across the full creative team — consistency problems come from individuals not knowing the standard, not from lack of talent.