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0xNyk/council-of-high-intelligence

Socrates, Feynman, and Torvalds enter your terminal

A shell integration that turns Claude Code or Codex into a multi-model deliberation chamber, because one confident LLM is usually the wrong kind of consensus.

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council-of-high-intelligence
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What it does council-of-high-intelligence is a shell-based deliberation framework that plugs into Claude Code or Codex CLI. Typing /council dispatches your question to 18 persona-prompted agents — from Aristotle to Torvalds — and runs a structured debate across multiple LLM providers. The output is a verdict that surfaces disagreement instead of smoothing it over.

The interesting bit The project treats unanimous AI agreement as a failure mode. It enforces genuine disagreement through “polarity pairs” (Socrates destroys assumptions while Feynman rebuilds from first principles), hard-separates those voices across different providers, and triggers dissent quotas if too many agents agree too early. It is essentially very thoughtful glue code around existing LLM CLIs.

Key highlights

  • 18 personas with deliberate counterweights (e.g., Torvalds “ship it” vs. Watts “does the problem exist?”)
  • Auto-routing across Anthropic, OpenAI, Gemini, Ollama, and NVIDIA NIM to ensure model diversity rather than costume changes on one model
  • Structured 3-round protocol: problem restatement, independent analysis, cross-examination, and enforcement scan
  • Pre-defined domain triads (e.g., architecture, shipping, ai-safety) and leaner council profiles
  • Groupthink prevention via dissent quotas, novelty gates, and forced steel-manning of minority views

Caveats

  • Requires Claude Code or Codex CLI; it is a shell integration, not a standalone application
  • Real model diversity depends on having multiple provider credentials installed locally
  • Fundamentally prompt orchestration and subagent dispatch; the smarts are in the protocol, not a new model

Verdict Worth a look if you want structured disagreement for hard decisions instead of one LLM’s confident best guess. Skip it if you already find one AI voice noisy enough.

Frequently asked

What is 0xNyk/council-of-high-intelligence?
A shell integration that turns Claude Code or Codex into a multi-model deliberation chamber, because one confident LLM is usually the wrong kind of consensus.
Is council-of-high-intelligence open source?
Yes — 0xNyk/council-of-high-intelligence is open source, released under the MIT license.
What language is council-of-high-intelligence written in?
0xNyk/council-of-high-intelligence is primarily written in Shell.
How popular is council-of-high-intelligence?
0xNyk/council-of-high-intelligence has 3.7k stars on GitHub and is currently accelerating.
Where can I find council-of-high-intelligence?
0xNyk/council-of-high-intelligence is on GitHub at https://github.com/0xNyk/council-of-high-intelligence.

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