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EZYE OS · Claude Prompts
Claude Agrees With You 49% Too Often.
The LLM Council Prompt Fixes It.
Karpathy invented the methodology. Ole Lehmann built it into a Claude skill. Five advisors attack your question from different angles, peer-review each other anonymously, and a chairman synthesizes the verdict. The most honest answer you'll get from AI.
What's inside
- Ole Lehmann's Claude skill — one-command install
- The 5 advisor personas — and what each one catches
- The peer-review step that breaks sycophancy
- Karpathy's official multi-LLM web app for the canonical version
EZYE OS · Claude Prompts Cheat Sheet
The LLM Council Prompt — Karpathy's Fix For AI Sycophancy
by Divjot Sahni · EZYE Consulting · ezye.com.au
How it works
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Step 1 — Frame your question as a neutral brief
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Step 2 — Five advisors respond independently from different angles
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Step 3 — They peer-review each other anonymously, then a chairman synthesizes
The 5 advisors
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The Contrarian — finds the fatal flaw
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The First-Principles Thinker — rebuilds the question from scratch
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The Expansionist + The Outsider + The Executor — upside, blind spots, action
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