ant-behavior

Cognitive ecosystem framework pairing Active Inference agent models with an Obsidian-compatible markdown knowledge graph — generates executable Python from markdown specs, runs multi-agent simulations, and auto-validates probabilistic constraints.

METAINFORMANT is a Python 3.11+ multi-omic bioinformatics toolkit spanning 28 modules and 650+ files for DNA, RNA-seq, protein, epigenome and single-cell analysis, GWAS with fine-mapping and eQTL, joint PCA, 70+ plot types — uv-managed, 7,700+ tests, demoed on 8,300+ samples across 28 species.