• LOGIC
  • VERBOSITY
  • GAP
  • HUMAN

How to audit AI reasoning logic with your AI

Connect once, then force your AI to defend its logic against fundamental truths. It stops you from blindly accepting hallucinations.

Ask AI about this page

Short answer

How do I check if my AI's logic is actually sound?

You run the AI's output through a 6-pivot check that strips away jargon and tests every premise. This exposes where the reasoning breaks down or relies on false assumptions. You'll see exactly where the logic fails.

The audit outcomes.

Where the logic breaks.

The audit identifies specific failure points in your AI's output.

LOGIC

Broken premises identified

The AI flags every assumption that doesn't hold up to scrutiny. You get a list of the specific points where the reasoning fails.

VERBOSITY

Hollow jargon removed

The audit strips away filler words and buzzwords. You see the raw, unadorned logic underneath the fluff.

GAP

Missing logical links

It finds the jumps in logic where the AI moves from point A to point C without explaining B. You'll see the missing steps.

HUMAN

Final judgment required

The AI highlights the most dangerous errors. You decide which logical flaws are dealbreakers for your specific use case.

The workflow

What your AI does when the solution arrives.

Your AI acts as a skeptical critic rather than a passive follower.

  1. Deconstruct the claim

    The AI breaks the proposed solution into its most basic, irreducible components. It looks for the core assumptions driving the answer.

    validate_first_principles

  2. Test the premises

    Every foundational claim is checked against known truths. This step catches errors where the AI builds a house on sand.

    validate_first_principles

  3. Identify logical leaps

    The AI looks for non-sequiturs and gaps in the chain of thought. It ensures every step follows naturally from the one before it.

    validate_first_principles

  4. Flag linguistic fluff

    The AI isolates jargon used to mask a lack of substance. It highlights where words are being used to hide weak reasoning.

    validate_first_principles

Try it

Copy these to start.

Paste these into your chat to begin the audit.

Starting points

Replace the bracketed text with your actual data or problem statements.

First Principles Prover Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_pp4uUsix9xan1UJeLTzZUUEkcW2z3K8yJ3NYaBFy/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — First Principles Prover capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "first-principles-prover-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_pp4uUsix9xan1UJeLTzZUUEkcW2z3K8yJ3NYaBFy/mcp"
    }
  }
}
Copy into chat04

  • Audit this project proposal for logical gaps: [paste proposal text]

  • Run a 6-pivot check on this strategic plan: [paste plan details]

  • Check the reasoning in this technical architecture: [paste architecture description]

  • Identify any false premises in this argument: [paste argument text]

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect First Principles Prover once, then ask.

Connect the MCP to your client in one click. Your credentials stay encrypted and the setup is handled on our end.

Connect First Principles Prover to your AI

FAQ

How the audit behaves

  • 01

    Can the AI fix the logic itself?

    No. The AI identifies the flaws, but you must decide how to correct the reasoning or rewrite the solution.

  • 02

    Does this work with any AI client?

    Yes, it works with any MCP-compatible client like Claude, Cursor, or Windsurf.

  • 03

    Will it delete my original files or data?

    No. This MCP only reads the text you provide to perform the audit. It cannot modify your files.

  • 04

    Can it audit real-time web searches?

    No. It only audits the text and logic that you explicitly pass to it through the chat.

  • 05

    Does it catch math errors?

    It catches errors in the logic used to reach a mathematical conclusion, but it is not a dedicated calculator.

  • More questions about First Principles Prover? The Connector page answers them. See everything the First Principles Prover Connector can do

Connect First Principles Prover to Claude, Cursor, ChatGPT & more