ML classifier for genome-editing enzymes, assigning nuclease/recombinase/transposase classes that predicts mechanism class and flags IS110-family composite recombinases overlooked by existing tools.

Machine learning-ready scoring framework for programmable genome editors, integrating efficiency, specificity, edit outcome and safety features into a single PEN‑SCORE to guide experimental design and benchmarking.

Programmable genome‑writing knowledge graph and GNN toolkit for DNA‑modifying enzymes, combining CRISPR/CAST/Fanzor annotations with ESM‑2 embeddings, GraphSAGE/GAT link prediction, and an editor‑selection API for gene‑editing use cases.