Your research platform.
At the command line.
CLIBring assets, models and stored results into terminal workflows. Give scripts and coding agents a consistent command vocabulary and structured output.
Discover the command surface
npm install -g https://www.ensemble.markets/downloads/ensemble.markets-3.3.0.tgz ensemble --help ensemble schema ensemble models --help
A useful companion to your workspace.
Inspect resources from the shell, retrieve model history for your own tooling, and automate explicit steps. Commands reach the same stored models you see in the web app.
Inspect an existing model
# Authenticate with the method shown by --help. # Replace MODEL_ID with your model identifier. ensemble models get MODEL_ID ensemble models history MODEL_ID --include metrics ensemble runs --help
Designed for people and agents.
Discoverable
Use --help for arguments and ensemble schema for the generated command tree.
Composable
Structured JSON on stdout; diagnostic messages on stderr.
Connected
Assets, models, runs, builds, backfills and optimizers use the canonical API.
Accountable
Authenticated writes and metered execution follow the same permissions and caps as other interfaces.