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AlexShchuka/neuro-matrix

Claude Code plugin: runtime invariants + hooks (cycle-detector, approval gate, verification gate), four co-system agents (developer · analyzer · critic · epistemic-auditor), and a held-out evaluation harness. Anti-hallucination protocol grounded in game theory and the scientific method.

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neuro-matrix

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AlexShchuka/neuro-matrix

Plugin Claude Code

Assistant prompt, agents, and hooks for an AI + developer co-system protocol grounded in common sense, scientific method, and Nash-equilibrium cooperation. Hypothesis-only claims, associative option-search, randomized invariant self-check, halt on no-progress, critic and epistemic-auditor verification.

3 2mo ago A tokens not measured original MIT