TJCurnutte

Read and write Memory Hive, the local file-backed shared memory for AI agents (hive at ${HIVE_DIR}). Use at the start of substantive work to hydrate from the shared hive and your private silo; when the user mentions remember, recall, last time, a previous session, lessons, preferences, or prior decisions; at the end of any non-trivial task to log work and write back reusable learnings; and when curating shared memory as the main agent (promote, dedup, conflicts, stale).

Run multi-agent cohort reviews, creative panels, UX swarms, and cross-QC passes (e.g. "10 agents / 5 cohorts"). Spawns parallel persona or scoped agents, synthesizes consensus, and soft-merges findings into actionable next ships without reshuffling live work. Use when the user asks for a cohort review, creative panel, UX swarm, taste panel, multi-agent QC, or phrases like "spin up N agents" / "N agents / M cohorts".

Use when operating, configuring, auditing, or publishing an owner-consented AI laptop control plane: local terminal/files/browser/desktop control, messaging gateways, outbound relays, remote worker lanes, readiness canaries, and public-safe documentation.