AI lifecycle platform for classical ML and agentic systems. Versioned, encrypted registries for data, models, experiments, prompts, agents, MCPs, and skills. Pre/deploy/post-deployment patterns. Real-time monitoring and evaluation via Scouter. Rust core, governed by design
Latest release v3.0.0-rc.16 · 2 Sept 2025
5 files for Claude Code, Codex and OpenCode: pre-pr, opsml-ts-svelte, opsml-ui, opsml AGENTS.md and 1 more — 6,068 tokens loaded in every session.
AGENTS.md C 5,809 tok CLAUDE.md A 259 tok .claude/skills/opsml-ts-svelte/SKILL.md A — .claude/skills/opsml-ui/SKILL.md A 101 tok .claude/commands/pre-pr.md A — These files are demml/opsml's own configuration — they tell Claude Code, Codex and OpenCode how to work on this repository, so they are not mods to install elsewhere. Copy one as a starting point and replace the parts that are about this project.