andreaskelm/pm-brain

AI-powered product management thinking & operating system. Playbooks, guides, templates, and frameworks that bridge PM theory to daily execution.

This repository also configures its own agents. See what pm-brain tells them →

234Stars on the repository
23Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
customA LICENSE file GitHub cannot name, so bodies are not copied

politics-coach

01

andreaskelm/pm-brain

Skill Claude Code

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

not rated 234 changed 10d ago A 33 tokens

andreaskelm/pm-brain

Skill Claude Code

Ship and spec AI features, LLM products, agents, copilots, and generative UX — including when to use a model vs. rules, prompt and context design, human-in-the-loop, safety guardrails, offline/online evals, golden sets, regression testing for AI, cost/latency budgets, and agent specs structured like PRDs (goals…

not rated 234 yesterday A 170 tokens

brain-review

03

andreaskelm/pm-brain

Skill Claude Code

Review files or folders in the PM Brain repo for quality, freshness, consistency, and system health. Slash-command style — invoke when the user explicitly asks for a repo review, context health check, or alignment pass on an initiative folder. Not for auto-invocation on casual chat.

not rated 234 yesterday A 60 tokens

braindump

04

andreaskelm/pm-brain

Skill Claude Code

Coach product sense through unstructured thinking before any framework or template. Use when the user is thinking aloud, stuck, wants to get unstuck, developing product sense, or needs to pressure-test a decision without jumping to docs. Do not suggest templates until the braindump floor is met.

not rated 234 yesterday A 62 tokens

discovery-synthesis

05

andreaskelm/pm-brain

Skill Claude Code

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 riskiest assumption. Use when the user says "synthesize interviews", "what did we learn from research", "turn notes into…

not rated 234 changed today A 170 tokens

eng-design-collab

06

andreaskelm/pm-brain

Skill Claude Code

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. Covers what eng needs, what design needs, how to frame debt, and language for hard conversations. Use when the user says "work…

not rated 234 yesterday A 115 tokens

evaluate-artifact

07

andreaskelm/pm-brain

Skill Claude Code

Evaluate quality of a PM artifact or substantive session output using the shared evaluation procedure — gut check, red/green flags, optional full scored review. Use when the user says "evaluate this", "is this good enough", "quality check", "review the PRD/OKR/roadmap we just wrote", or after finishing an artifact.…

not rated 234 changed today A 81 tokens

experimentation

08

andreaskelm/pm-brain

Skill Claude Code

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. Covers hypothesis, primary metric, sample and duration, guardrails, and ship/kill/pivot calls. Use when the user says "A/B test", "experiment…

not rated 234 yesterday A 117 tokens

launch-gtm

09

andreaskelm/pm-brain

Skill Claude Code

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). Use when the user says "launch plan", "go-to-market", "GTM", "rollout", "beta launch", "GA", "general availability", "sales…

not rated 234 yesterday A 0 tokens

north-star

10

andreaskelm/pm-brain

Skill Claude Code

Define, sharpen, or audit a North Star metric and its input metrics tree, and decide which product metrics actually matter (leading vs. lagging, guardrails, vanity vs. actionable, AARRR pirate metrics funnel). Use when the user says "define our north star metric", "what metric should we track", "what should we…

not rated 234 changed today A 130 tokens

okr

11

andreaskelm/pm-brain

Skill Claude Code

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. Use when the user says "write OKRs", "draft our quarterly objectives", "turn our strategy into OKRs", "are these good key results"…

not rated 234 changed today B 123 tokens

andreaskelm/pm-brain

Skill Claude Code

Assess whether an idea or initiative is worth pursuing before a PRD, using the Opportunity Assessment framework (objective, target customer, metrics, what we know, research plan, solution ideas, risks). Use when the user asks "is this worth pursuing", "should we build this", "assess this opportunity", "opportunity…

not rated 234 changed today A 124 tokens

prioritize

13

andreaskelm/pm-brain

Skill Claude Code

Prioritize a backlog, features, initiatives, or bugs, and pick and run the right method (RICE, ICE, Impact–Effort, MoSCoW, Kano, severity × frequency). Use when the user asks "what should we build first", "help me prioritize", "rank these", "MVP scope", "what makes the cut", "sprint or quarterly planning", or is…

not rated 234 yesterday A 103 tokens

roadmap

14

andreaskelm/pm-brain

Skill Claude Code

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. Use when the user says "build a roadmap", "now/next/later", "outcome roadmap", "plan the next quarters", "what goes on the…

not rated 234 changed today C 126 tokens

stakeholder-comms

15

andreaskelm/pm-brain

Skill Claude Code

Write, tighten, or review written stakeholder communication: one-pagers, exec summaries, decision docs, status updates, newsletters, sprint summaries and sprint review updates, meeting agendas, escalations, saying no or pushing back on a request, decision records and ADRs. Use when the user says "write a one-pager"…

not rated 234 yesterday A 0 tokens

strategy

16

andreaskelm/pm-brain

Skill Claude Code

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 to win), or a team strategy doc built on pillars and explicit non-goals. Use when the user says "product strategy"…

not rated 234 yesterday A 153 tokens

weekly-review

17

andreaskelm/pm-brain

Skill Claude Code

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 context. Use when the user says "weekly review", "plan my week", "Friday wrap", "drift sweep", or invokes week planning.

not rated 234 yesterday A 72 tokens

write-prd

18

andreaskelm/pm-brain

Skill Claude Code

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. Use when the user says "write the PRD", "spec this out", "draft requirements", "turn this into a PRD", or "help me write up what we're…

not rated 234 changed today A 90 tokens

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