LLM Council
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. Based on Karpathy's LLM Council methodology. MANDATORY TRIGGERS: 'council this', 'run the council', 'war room this', 'pressure-test this', 'stress-test this', 'debate this'. STRONG TRIGGERS (use when combined with a real decision or tradeoff): 'should I X or Y', 'which option', 'what would you do', 'is this the right move', 'validate this', 'get multiple perspectives', 'I can't decide', 'I'm torn between'. Do NOT trigger on sim
Install
npx skills add aiwithremy/claude-skills-llm-council --skill llm-councilgit clone --depth 1 https://github.com/aiwithremy/claude-skills-llm-council.git /tmp/claude-skills-llm-council
mkdir -p ~/.claude/skills
cp -r /tmp/claude-skills-llm-council/. ~/.claude/skills/llm-councilPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
# LLM Council You ask one AI a question, you get one answer. That answer might be great. It might be mid. You have no way to tell because you only saw one perspective. The council fixes this. It runs your question through 5 independent advisors, each thinking from a fundamentally different angle. Then they review each other's work. Then a chairman synthesizes everything into a final recommendation that tells you where the advisors agree, where they clash, and what you should actually do. This is adapted from Andrej Karpathy's LLM Council. He dispatches queries to multiple models, has them peer-review each other anonymously, then a chairman produces the final answer. We do the same thing inside Claude using sub-agents with different thinking lenses instead of different models. --- ## when to run the council The council is for questions where being wrong is expensive. Good council questions: - "Should I launch a $97 workshop or a $497 course?" - "Which of these 3 positioning angles is strongest?" - "I'm thinking of pivoting from X to Y. Am I crazy?" - "Here's my landing page copy. What's weak?" - "Should I hire a VA or build an automation first?" Bad council questions: - "What's the capital of France?" (one right answer, no need for perspectives) - "Write me a tweet" (creation task, not a decision) - "Summarize this article" (processing task, not judgment)
Details
- Skill name
llm-council- Repository
- aiwithremy/claude-skills-llm-council
- Repo updated
- 26 April 2026
- Copies
- Found in 3 GitHub repos
FAQ
What does the LLM Council skill do?
Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. Based on Karpathy's LLM Council methodology. MANDATORY TRIGGERS: 'council this', 'run the council', 'war room this', 'pressure-test this', 'stress-test this', 'debate this'. STRONG TRIGGERS (use when combined with a real decision or tradeoff): 'should I X or Y', 'which option', 'what would you do', 'is this the right move', 'validate this', 'get multiple perspectives', 'I can't decide', 'I'm torn between'. Do NOT trigger on sim
How do I install the LLM Council skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add aiwithremy/claude-skills-llm-council --skill llm-council. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is LLM Council popular?
It lives in aiwithremy/claude-skills-llm-council, which has 2,850 GitHub stars and 248 forks.
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