Collaborative ideation for PM work — features, experiments, strategies, solutions. Use when doing creative work, exploring options, or turning a vague idea into a concrete plan.
Mine chat transcripts for decisions, exec updates, strategy shifts, feedback themes, and user preferences. Write structured entries to memory/, then update AGENTS.md with curated preferences and facts. The ingestion pipeline for the PM-OS context graph.
Capture decision traces — the reasoning behind key PM decisions. Use after PRD approvals, scope changes, launch/kill calls, prioritization shifts, or any significant product decision.
Help PMs write clear, executive-ready communications. Use for status updates, escalations, decision requests, launch announcements, or leadership briefings.
Help PMs design rigorous experiments (A/B tests, feature rollouts). Use before any A/B test, feature experiment, pricing test, or phased rollout.
Help PMs write up experiment results. Use when documenting A/B test outcomes, feature experiment learnings, or sharing results with stakeholders.
Update knowledge layer docs with automatic versioning. Use when updating strategy, segments, metrics, or competitive landscape. Snapshots the current state before overwriting so the retrospective agent can detect strategy drift.
Help PMs write Slack-native launch announcements. Use when shipping a feature, experiment, or release and want to announce it to the team.