andreaskelm/pm-brain

Ship and spec AI features, LLM products, agents, copilots, and generative UX — including when to use a model vs.

andreaskelm/pm-brain

Plan customer discovery, turn interview snapshots into synthesis and evidence-based opportunities, build or update an Opportunity Solution Tree, map jobs and segments, and design RAT tests for the…

andreaskelm/pm-brain

Partner effectively with engineering and design — feasibility and scope negotiation, tech debt tradeoffs, design reviews, discovery with builders, and PRD handoffs that don't get thrown away.

andreaskelm/pm-brain

Design and run product experiments at a practical PM level — A/B tests, hypothesis tests, rollouts, feature flags, and reading results without pretending to be a statistician.

andreaskelm/pm-brain

Plan, tighten, or review a product launch and go-to-market motion: rollout phases, beta and GA readiness, sales enablement, marketing launch, and release comms (internal and external).

andreaskelm/pm-brain

Define, sharpen, or audit a North Star metric and its input metrics tree, and decide which product metrics actually matter (leading vs.

andreaskelm/pm-brain

Write, draft, review, or fix OKRs (objectives and key results) for a team, product area, or quarter, and run weekly confidence check-ins, mid-cycle adjustments, and end-of-cycle grading.

andreaskelm/pm-brain

Assess whether an idea, feature request, or opportunity is worth pursuing before anyone writes a PRD.

andreaskelm/pm-brain

Prioritize a backlog, features, initiatives, or bugs, and pick and run the right method (RICE, ICE, Impact–Effort, MoSCoW, Kano, severity × frequency).

andreaskelm/pm-brain

Build, restructure, or review a product roadmap, including Now/Next/Later, outcome-based, theme-based, scenario and rolling roadmaps, with confidence levels and time ranges instead of hard dates.

andreaskelm/pm-brain

Write, tighten, or review written stakeholder communication: one-pagers, exec summaries, decision docs, status updates, newsletters, sprint summaries and sprint review updates, meeting agendas…

andreaskelm/pm-brain

Draft, test, or review a product, team, or company strategy, using the Good Strategy/Bad Strategy kernel (diagnosis, guiding policy, coherent actions), the Playing to Win cascade (where to play, how…

andreaskelm/pm-brain

Plan or close the week using PM cadence rituals, draft the weekly note (YYYY-Www.md), resolve due decisions, and run the Friday drift sweep across decisions, live assumptions, initiatives, and…

andreaskelm/pm-brain

Write, draft, tighten, or restructure a PRD, product spec, requirements doc, or feature spec, including JTBD-style PRDs and user stories with Given/When/Then acceptance criteria.

andreaskelm/pm-brain

Review files or folders in the PM Brain repo for quality, freshness, consistency, and system health.

andreaskelm/pm-brain

Coach product sense through unstructured thinking before any framework or template.

andreaskelm/pm-brain

Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review.

andreaskelm/pm-brain

Help PMs navigate organization politics, simulate stakeholder/peer feedback when people aren't in the room, and run politics checks on plans and communication.

andreaskelm/pm-brain