How to Build a Consistent Social Media Aesthetic with Claude
Build a consistent social media aesthetic with Claude and ToolRouter. Extract and codify your feed's visual style for reproducible results.
Tool
Claude is the right partner for building a social media aesthetic when you want to understand the style deeply enough to explain it to others — what the rules are, why they work for your audience, and how to apply them when the content does not neatly fit the template.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
Steps
Once connected (see setup above), use the Image Style Extractor tool:
- Share your five or six best-performing posts and describe what you think makes them visually successful.
- Run image-style-extractor with extract_style on each post.
- Ask Claude to identify the visual rules that unite them — what they all share — and synthesize a style description that can guide future content.
- Apply the extracted style prompt when generating new content and ask Claude to check whether new content matches the established aesthetic.
Example Prompt
Try this with Claude using the Image Style Extractor tool
Use image-style-extractor to analyze these 5 of my best Instagram posts. Extract the visual style from each. Then tell me: what are the 3-4 visual rules that make these posts look cohesive? Synthesize a style prompt I can use for all future posts so my feed has a consistent aesthetic.
Tips
- Analyze your best-performing posts rather than your favorites — the algorithm has already told you what your audience responds to.
- Ask Claude to write the style rules in plain language that a non-designer could follow — you want your whole team to apply them correctly.
- Test the extracted style on a post type you have not made before — if it still feels like your brand, the style is truly generalized.