Distill Herd commander memory, clean stale MEMORY.md entries, promote durable commander lessons into LONG_TERM_MEM.md, and propose shared-knowledge updates through a review gate. Use for periodic commander memory cleanup.
Examine workspace files for durable context, filter out low-value noise, and clean up stale memory or rule files that contribute to context rot.
Write or rewrite agent skill files so they are outcome-oriented, bounded, and easy for another agent to apply. Use when creating a new skill, translating a skill, or tightening an existing skill's acceptance criteria, boundaries, or output contract.
Add or pair a Herd machine — mint an enrollment token and return the one-line connect command, or re-pair an existing daemon machine.
Conversationally collect, validate, preview, and create a new Herd commander through the backend API.
Create a Herd automation from a conversation while preserving sourceConversationId provenance.
Turn a structured outline, report, or research brief into a presentation plan with slide-by-slide content and visual direction.
Break a large goal into ordered, non-overlapping implementation quests with dependencies and verification checks.