Integrity Validation
Verifies data source integrity and flags inconsistencies using advanced statistical analysis and provenance tracking.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add integrity-validation npx -- -y @trustedskills/integrity-validation
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"integrity-validation": {
"command": "npx",
"args": [
"-y",
"@trustedskills/integrity-validation"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The integrity-validation skill assesses the consistency and accuracy of data by comparing different sources or versions. It can identify discrepancies, errors, or malicious modifications within datasets. This ensures that information used for decision-making is reliable and trustworthy.
When to use it
- Data Migration: Verify that a dataset transferred from one system to another has been copied correctly without any loss or corruption.
- Content Moderation: Check user-generated content against established guidelines to identify potentially harmful or inappropriate material.
- Security Audits: Validate the integrity of log files and other security records to detect unauthorized access or tampering.
- Financial Transactions: Confirm that transaction details match across different systems to prevent fraud and errors.
Key capabilities
- Data comparison
- Error detection
- Discrepancy identification
- Malicious modification detection
Example prompts
- "Compare these two versions of the sales report and highlight any differences."
- "Verify that this customer record matches the information in our database."
- "Check the integrity of this log file for signs of unauthorized access."
Tips & gotchas
The skill's effectiveness depends on having reliable reference data or sources to compare against. Ensure the comparison criteria are clearly defined to avoid false positives or missed errors.
Tags
TrustedSkills Verification
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Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.