Visualization Check
This skill analyzes data visualizations for common errors like misleading scales or chart types, ensuring accurate and effective data representation.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add visualization-check npx -- -y @trustedskills/visualization-check
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"visualization-check": {
"command": "npx",
"args": [
"-y",
"@trustedskills/visualization-check"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill allows AI agents to verify if a given image is a valid visualization. It assesses whether an image contains elements characteristic of visualizations, such as axes, data points, or labels. The agent can then use this information to determine the reliability and usefulness of visual content.
When to use it
- Evaluating search results: Determine if images returned by a search query are actually charts or graphs, rather than unrelated pictures.
- Automated report generation: Confirm that generated visualizations are valid before including them in reports.
- Data analysis workflows: Validate the output of data visualization tools to ensure accuracy and prevent errors.
- Content moderation: Identify potentially misleading or fabricated visualizations within user-generated content.
Key capabilities
- Image validation
- Visualization detection
- Assessment of visual elements (axes, labels, data points)
Example prompts
- "Is this image a valid visualization?" [followed by an image URL]
- "Check if the attached file contains a chart or graph." [followed by an image file]
- "Can you confirm that this is a legitimate data visualization?" [followed by an image URL]
Tips & gotchas
The skill's accuracy depends on the quality and clarity of the input image. Complex or highly stylized visualizations might be misidentified.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.