Reference

CLI reference

Installing equilibrium-labs installs an equilibrium command that covers the same ground as the Python API, useful for scripting and CI pipelines where importing Python isn’t the natural interface.

`equilibrium validate`

Runs a claim through claimcheck and prints the result — point estimate, confidence band, and evidence count — to stdout.

BASH

equilibrium validate "AI raised task exposure 14% in 2025"

`equilibrium generate`

Runs a generator and writes the sample plus its provenance manifest to the output directory.

BASH

equilibrium generate household_panel --seed 20260801 --n 5000

`equilibrium manifest`

Prints the provenance manifest for a given run ID — the same document written alongside the sample at generation time.

BASH

equilibrium manifest hp-20260801-7f3a1c

`equilibrium sources lookup`

Looks up a source registry entry by ID and prints its metadata (license, access terms, retrieval date).

BASH

equilibrium sources lookup eurostat-silc-income-2023

`equilibrium mcp serve`

Starts a self-hosted MCP server instance on the given port. See authentication for how EQUILIBRIUM_API_KEY scopes access.

BASH

equilibrium mcp serve --port 8420

Every subcommand accepts --config to point at a specific equilibrium.toml instead of the one discovered by the normal resolution order — see configuration.

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