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council-of-experts

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dr-gareth-roberts / context-engineering

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Context engineering toolkit for LLMs — pack, cache, debug, red-team, and orchestrate context windows. Council of Experts, adversarial testing, immune system, context compiler, drift detection, multi-agent entanglement. TypeScript + Python.

python typescript ai multi-agent rag llm prompt-engineering llm-tools context-window prefix-caching context-engineering adversarial-testing token-budget council-of-experts context-packing
  • Updated Aug 3, 2026
  • Python

valorisa / LLM-Council-Skill

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Claude Code skill implementing Andrej Karpathy's LLM Council methodology. Runs any decision through 5 independent AI advisors (Contrarian, First Principles, Expansionist, Outsider, Executor), anonymous peer review, and chairman synthesis. Outputs HTML report + full markdown transcript.

decision-making multi-agent critical-thinking ai-agents karpathy peer-review deliberation prompt-engineering anthropic second-opinion claude-code ai-synthesis claude-code-skill llm-council council-of-experts
  • Updated Apr 18, 2026

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