Verification Loop
This Verification Loop skill automatically checks generated content against a source, ensuring accuracy and reducing errors for reliable outputs.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add verification-loop npx -- -y @trustedskills/verification-loop
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"verification-loop": {
"command": "npx",
"args": [
"-y",
"@trustedskills/verification-loop"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The verification-loop skill enables AI agents to systematically validate the accuracy of their outputs through iterative checks. It ensures that responses are consistent, factually correct, and aligned with user expectations by looping back to verify results against predefined criteria or external sources.
When to use it
- When generating complex or sensitive content where accuracy is critical (e.g., legal advice, medical information).
- During data analysis tasks to confirm the reliability of conclusions drawn from datasets.
- In customer service scenarios to ensure responses are consistent with company policies and user needs.
- Before publishing content to verify that it meets quality standards and avoids misinformation.
Key capabilities
- Iterative validation process for AI-generated outputs
- Integration with external data sources for fact-checking
- Customizable verification criteria based on user input
- Looping back to refine or correct responses as needed
Example prompts
- "Verify the accuracy of this financial report using up-to-date market data."
- "Check if this medical advice aligns with current clinical guidelines and provide corrections if necessary."
- "Ensure that the response to the user’s question is consistent with our company's policies."
Tips & gotchas
- Ensure external verification sources are reliable and accessible for accurate checks.
- Be mindful of potential delays caused by iterative validation, especially in time-sensitive tasks.
Tags
TrustedSkills Verification
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