@inxan3

interrogate clarifies vague requests through adaptive multi-choice questioning in batches, with free-text override and confirmation before action. activates only on explicit /interrogate command.

superthink is a 4-stage research automation system triggered by /superthink that interrogates scope, then runs parallel deep-dives, synthesis, and executive brief generation via anthropic batch api. outputs multi-format research documents in 6-12 hours.

hyperthink executes a 6-stage batch pipeline producing triple-perspective research synthesis via three agent personas (optimist, analyst, critic). each section receives parallel deep-dives audited for confidence and conflicts, culminating in a unified narrative and executive brief, fully autonomous after scope confirmation.

delphi imprints openclaw runtime knowledge through always-active rules, weekly self-checks, and a drift-detection protocol. covers memory layers, context limits, failure diagnosis, and storage conventions but lacks explicit outcome contracts and specific trigger examples.