Verification Loop
This skill automates data validation by repeatedly checking outputs against source information, ensuring accuracy and reliability of results.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add peopleforrester-verification-loop npx -- -y @trustedskills/peopleforrester-verification-loop
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"peopleforrester-verification-loop": {
"command": "npx",
"args": [
"-y",
"@trustedskills/peopleforrester-verification-loop"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The Verification Loop skill facilitates a structured feedback and refinement process for AI agent outputs. It allows users to provide specific, actionable feedback on generated responses, which are then incorporated into subsequent iterations of the response. This loop aims to improve accuracy, relevance, and overall quality over time by continuously learning from user input.
When to use it
- Complex Tasks: When an AI agent is generating detailed reports or analyses where nuanced understanding and adjustments are crucial.
- Creative Writing: To refine drafts of stories, articles, or other creative content through iterative feedback.
- Code Generation: To improve the accuracy and functionality of generated code snippets by correcting errors and suggesting improvements.
- Data Extraction: When extracting data from unstructured sources requires multiple passes to ensure completeness and correctness.
Key capabilities
- Iterative response refinement based on user feedback
- Actionable feedback integration
- Continuous learning loop for improved accuracy
- Structured feedback process
Example prompts
- "Run the verification loop on this draft email, focusing on tone and clarity."
- "Please generate a Python function to sort a list. Then, run the verification loop so I can refine it."
- “Analyze this customer review and provide a summary. Initiate the verification loop for accuracy.”
Tips & gotchas
The effectiveness of this skill depends on providing clear and specific feedback during each iteration of the verification loop. Vague or ambiguous feedback may not lead to meaningful improvements in subsequent responses.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.