Does it generate simplified explanations?

No. It forces the agent to produce its OWN simplified explanation and then validates consistency. If the agent claims jargon is eliminated but uses 'synergize' or 'paradigm shift,' the engine rejects. The simplification must be genuine — not jargon renamed.

How is this different from the Archimedes First Principles Prover?

Archimedes DECOMPOSES to fundamentals and derives proofs. Feynman SIMPLIFIES to clarity and exposes self-deception. Archimedes asks: 'what are the axioms?' Feynman asks: 'can you explain this to a teenager?' Archimedes validates logic. Feynman validates understanding.

What is the 'O-ring test'?

During the Challenger investigation, everyone gave complex testimony. Feynman dropped a rubber O-ring in ice water. It became brittle. One gesture explained the entire disaster. The O-ring test: can you reduce your explanation to ONE thing that makes the failure — or success — obvious? If you cannot, you are hiding behind complexity.

Feynman Radical Simplification Prover MCP Connector for Claude

A+

Stop your AI from hiding behind jargon — force it to explain simply, build from scratch, and justify every piece of complexity.

1 tools Official Updated Jun 28, 2026 Official Vinkius Partner

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The Problem

Your LLM sounds smart. That is not the same as understanding.

Feynman reduced Quantum Electrodynamics — the most precise theory in physics — to three basic actions. He explained the Challenger disaster with a rubber O-ring in a glass of ice water. One gesture. One explanation. Devastating clarity.

LLMs do the opposite:

Use jargon to sound authoritative without explaining the mechanism
Hide behind "it's complicated" instead of finding the simple core
Recite best practices instead of building answers from scratch
Express high confidence without identifying where they might be wrong
Add complexity that carries no explanatory power

How It Works

1 tool: validate_radical_simplification

The agent must fill 5 reflection fields and commit to 5 boolean Decision Pivots:

Pivot	Question
`jargonEliminated`	Can you explain this WITHOUT domain terminology?
`simplificationAchieved`	Can a NON-EXPERT follow your explanation?
`constructionDemonstrated`	Can you BUILD the answer from scratch?
`selfDeceptionExposed`	Have you identified where you might be FOOLING YOURSELF?
`complexityJustified`	Does every piece of complexity ADD explanatory power?

Verdict Matrix

Pivot Failure	Verdict
Pivot 1 fails	`JARGON_HIDING`
Pivot 2 fails	`SIMPLIFICATION_FAILED`
Pivot 3 fails	`CONSTRUCTION_ABSENT`
Pivot 4 fails	`SELF_DECEPTION`
Pivot 5 fails	`COMPLEXITY_UNJUSTIFIED`
All pass	`UNDERSTANDING_PROVEN`

Why It Works

Tool calls are obligations — instructions are suggestions. The agent cannot skip the simplification check. ~70 semantic traps catch jargon-hiding ("synergize", "paradigm shift"), complexity-refuge ("it's too complex to simplify"), recitation ("best practices dictate"), self-deception ("I am confident that"), and gratuitous complexity ("myriad considerations").

Feynman: "The first principle is that you must not fool yourself — and you are the easiest person to fool."

structured-reasoningdecision-pivotssimplificationfeynman-techniqueunderstandinganti-jargon

1 tools expose this connector's capabilities to your AI agent.

validate_radical_simplification

You must: (1) ELIMINATE JARGON — rewrite the explanation using only words a bright teenager understands. Feynman: "I learned very early the difference between knowing the name of something and knowing something." If you cannot explain it without the technical term, you do not understand it, (2) SIMPLIFY TO CORE — reduce to the ONE mechanism that makes this work. Feynman: QED = 3 actions (a photon goes from place to place, an electron goes from place to place, an electron emits or absorbs a photon). What are YOUR 3 actions? If "it is too complex to simplify," you do not understand it, (3) CONSTRUCT FROM SCRATCH — build the answer step by step from bedrock certainties. Feynman: "What I cannot create, I do not understand." Do not recite — derive. Start from what you know for certain and build to the conclusion, (4) EXPOSE SELF-DECEPTION — identify where you might be fooling yourself. Feynman: "The first principle is that you must not fool yourself — and you are the easiest person to fool." Name your weakest point, your most convenient belief, your blind spot, (5) JUSTIFY COMPLEXITY — prove every layer of complexity earns its place. Feynman on Challenger: O-ring in ice water. One gesture, entire disaster explained. What is YOUR O-ring? Which layers can be removed without losing understanding? If rejected, fix the specific understanding gap the engine identifies. Structured reflection tool that forces Feynman-level radical simplification. The agent must eliminate jargon (knowing the name is not knowing the thing), simplify to the irreducible core mechanism, construct answers from scratch instead of reciting them, expose self-deception ("you are the easiest person to fool"), and justify every layer of complexity (the O-ring test — one gesture should explain the failure). Catches Jargon Hiding (technical terms masking lack of understanding), Simplification Failure (inability to reduce to first principles), Construction Absence (reciting instead of deriving), Self-Deception (convenient beliefs masking weak reasoning), and Unjustified Complexity (layers that add no explanatory power). Call once per explanation, analysis, or recommendation

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_OTMzj3FrPe8EqyLkYjsAFQapXAlLJ5DLHtLzOXZY/mcp

② Claude Code (terminal)

claude mcp add --transport http feynman-radical-simplification-prover https://edge.vinkius.com/vk_preview_OTMzj3FrPe8EqyLkYjsAFQapXAlLJ5DLHtLzOXZY/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "feynman-radical-simplification-prover": {
      "url": "https://edge.vinkius.com/vk_preview_OTMzj3FrPe8EqyLkYjsAFQapXAlLJ5DLHtLzOXZY/mcp"
    }
  }
}

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