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.