Lab initiative · live

autoresearch

Long-document and multi-chart research pipelines. Auto-ingests PDF figures via the refrag image namespace and routes through the scarce-tier visual-frontier reservation.

Variants

• autoresearchclaw — general-purpose long-doc research with chart and table extraction.
• autoresearchclaw-finance — finance-tuned variant with the formal-proof math-verify stage in the paper write-up.

Routing

Both variants are allowlisted callers for FRONTIER_HIGH_CONTEXT(DSv4-Flash) and the VISUAL_FRONTIER_HIGH_CONTEXT reservation. Other callers requesting those categories are a routing leak — flagged by the routing-leak audit.