prove-it-to-me

Verify AI claims with code execution, file reads, or search results.

Updated Jan 9, 2026
One-click install
npx skills add https://github.com/LeeSanderson/OpinionatedDotNetCodingStandards --skill prove-it-to-me
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prove-it-to-me
Source: https://github.com/LeeSanderson/OpinionatedDotNetCodingStandards/tree/main/.claude/skills/prove-it-to-me
Command: npx skills add https://github.com/LeeSanderson/OpinionatedDotNetCodingStandards --skill prove-it-to-me

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses skepticism or suspicion regarding a previous response, prompting the AI to provide evidence to verify its claims.

Core Features & Use Cases

  • Self-Audit: Review and verify previous messages for accuracy.
  • Empirical Proof: Provide code execution, file reads, or searches as evidence.
  • Error Correction: Own and correct errors when discrepancies are found.
  • Clarification & Delegation: Ask clarifying questions and delegate verification when needed.

Quick Start

Run the prove-it-to-me skill to verify the last statement made by the AI.

Frequently Asked Questions about prove-it-to-me

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify AI claims using empirical evidence?

To verify AI claims using empirical evidence, you can trigger a self-audit that substantiates previous statements with verifiable sources like code execution, file content, or external search results.

What is the best way to check if an AI response is accurate?

The best way to check AI response accuracy is to prompt a skeptical review, which forces the system to provide empirical proof or own and correct errors when discrepancies are found.

Can AI correct its own errors when discrepancies are found?

Yes, AI can correct its own errors when discrepancies are found by running a self-audit that reviews previous messages, acknowledges inaccuracies, and provides clarifying corrections.

How do I get proof for an AI assertion I am skeptical about?

To get proof for an AI assertion you are skeptical about, invoke a verification process that requires the system to provide empirical evidence through code execution, file reads, or searches.

Does AI verification work without external search results?

AI verification works without external search results by using code execution or file content as empirical evidence to substantiate claims, and it can ask clarifying questions if further delegation is needed.