Brianhkerr

Point at any topic to build a compounding, domain-general expertise knowledge base: a high-fidelity source corpus, track-record-weighted experts, reconciled falsifiable stances, failure modes, benchmarks, and a proven playbook — built as evergreen notes a future agent can load and reason over. Use when the user wants to deeply master, research, or build durable, defensible knowledge on a topic — not for a quick one-off answer or a single throwaway report.