ContextFile
— credits
Transparency · public, read-only · updated nightly by the brain

The numbers behind the guarantee.

—
claim support · 30-day rolling · methodology below
Errata · artifact recalls

A recall pulls every listing of an artifact and tells every prior buyer: a signed artifact.recalled webhook (retried until it lands) and an MCP notice on their agent's next connection, each naming the digest to remove. When the recalled version had a report, the correction is also on the errata ledger against that report.

No artifact has been recalled.