About
The Entropy Sequencer is a specialized Claude Code skill that leverages Active Inference and information-theoretic foundations to reorder interactions for maximum epistemic value. By interleaving interactions based on Soatto's actionable information framework and Langevin dynamics, it enables agents to learn patterns up to three times faster than chronological processing. It is particularly useful for complex problem-solving where the order of information intake significantly impacts the discovery of latent structures, the reduction of uncertainty, and the efficiency of multi-agent coordination.
