Everything you need to understand and implement BARS notation in your projects. Built on BOOM BAP rhythm and 432 Hz resonance.
Complete 7-slide deck explaining BARS notation and philosophy.
Quick reference guide with key innovations and ecosystem overview.
Full source code, POC guide, and documentation to get started.
Clone, fork, and contribute to the BARS open-source project.
Uses the Cultural Entandra to resolve a single BAR into complex, nested data structures. Massive reduction in token usage and processing latency.
The Semantic Resolver translates BARS into plain-language summaries (The Vibe), while Context Engineering ensures structural integrity.
Engineered for 432 Hz Alignment, ensuring data flow maintains the Context State of Mind. Produces Primary MIM (Water)—beautiful, aligned, and highly creative results.