commodities.sh

Agent trading desk packs

Sector snapshots and deterministic decision packs that bundle multi-series commodities context into one x402 call for desk-style agents.

When should an agent use a snapshot?

When it needs energy, metals, or ags context without eight separate 402 round-trips. Snapshots bundle labeled observations for a sector.

What is a decision pack?

A deterministic pack of signals derived from primary-source inputs — not an LLM narrative brief. Agents still must read freshness and quality on constituents.

Are all-sector bundles cheaper?

Yes — /v1/snapshot/all and /v1/decision/all are priced as bundle discounts versus three separate sector calls.

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