About
Entropy Sequencer is a sophisticated tool that reorders interaction sequences to maximize information gain rather than following simple chronological order. By utilizing Layer 5 interaction interleaving and entropy-based scoring, it enables up to 3x faster pattern learning in complex datasets. The skill integrates seamlessly with DuckDB for SQL-based analysis, Hy for functional logic, and Ruby for procedural implementation, providing a multi-language approach to coordinating ergodic information flow and reducing data redundancy in learning environments.
