Data Integrity Auditor
Automatically identifies inconsistencies, errors, and anomalies within datasets to ensure data accuracy and reliability.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add data-integrity-auditor npx -- -y @trustedskills/data-integrity-auditor
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"data-integrity-auditor": {
"command": "npx",
"args": [
"-y",
"@trustedskills/data-integrity-auditor"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The data-integrity-auditor skill enables AI agents to verify the accuracy, consistency, and reliability of information within datasets or knowledge bases. It acts as a specialized validator to ensure that processed data meets defined standards before further analysis or deployment.
When to use it
- Validating output from other AI agents before finalizing reports or decisions.
- Checking for hallucinations or inconsistencies in generated text against source documents.
- Ensuring database records match expected formats and logical constraints after bulk updates.
- Auditing knowledge base entries for factual accuracy prior to public release.
Key capabilities
- Detects discrepancies between raw data and processed results.
- Validates consistency across multiple data points or sources.
- Identifies potential integrity issues in structured datasets.
Example prompts
- "Run an integrity audit on the sales report generated earlier to check for any numerical inconsistencies."
- "Verify that the customer contact information in this list matches the official database records."
- "Audit the research summary for factual accuracy against the provided source articles."
Tips & gotchas
This skill requires access to the original data sources or ground truth documents to perform effective comparisons. It is most effective when used as a final step in a workflow to catch errors before they propagate downstream.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.