Data Quality Checker
Identifies and flags data quality issues in trading datasets, ensuring accuracy and reliability for Tradermonty's analysis.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add tradermonty-data-quality-checker npx -- -y @trustedskills/tradermonty-data-quality-checker
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"tradermonty-data-quality-checker": {
"command": "npx",
"args": [
"-y",
"@trustedskills/tradermonty-data-quality-checker"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The data-quality-checker skill assesses the quality of tabular data, identifying inconsistencies and potential errors. It can check for missing values, incorrect data types, and outliers within a dataset. This helps ensure that downstream analyses or models are built on reliable information.
When to use it
- Data Validation: Before feeding data into a machine learning model, verify its accuracy and completeness.
- Error Detection in Reports: Quickly identify potential errors in generated reports based on tabular data.
- Cleaning Imported Data: Assess the quality of data imported from external sources like CSV files or databases.
- Data Migration Checks: Ensure data integrity during migration processes between systems.
Key capabilities
- Missing value detection
- Incorrect data type identification
- Outlier analysis
Example prompts
- "Check this CSV file for missing values and incorrect data types: [file content]"
- "Analyze the following table and flag any outliers: [table data]"
- "Assess the quality of this dataset and provide a summary of potential issues: [dataset description]"
Tips & gotchas
The skill requires access to the data being checked, either as a file or in a structured format. The accuracy of the assessment depends on the clarity and completeness of the provided data; ambiguous datasets may yield less reliable results.
Tags
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
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Passed automated security scans.