PRISM — materials discovery CLI
Rust CLI for materials discovery — knowledge graph, CALPHAD, compute backends, research mesh.
CLI and agent shell for MARC27’s materials platform. One binary: query alloys, run compute, talk to a federated knowledge graph.
Role
Materials work usually means wiring OPTIMADE, CALPHAD, ML predictors, and cluster jobs by hand. PRISM puts an agent on that stack — query a platform, dig one step deeper, or launch a job on MARC27 / SSH / Kubernetes / SLURM.
Install / use
curl -fsSL https://prism.marc27.com/install.sh | bash
prism # interactive agent
prism query --platform "nickel superalloys"
prism research "high-entropy alloys" --depth 1
prism doctor
Slash commands (/model, /agent, /usage, …), streaming answers, inline tool cards. prism doctor prints the boot report.
Pieces
- Knowledge graph — lookup, semantic / platform queries, CSV ingest
- Compute — containers; BYOC via SSH, Kubernetes, or SLURM
- Mesh — local node, mDNS discovery, publish datasets
- Binaries — Linux, macOS, Windows (or build with Cargo)
Working on this now.