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cpo-advisor

Product leadership for scaling companies. Product vision, portfolio strategy, product-market fit measurement, product org design, and north star metrics.

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包含的文件(6)

  • SKILL.md4.2 KB
  • references/pmf_playbook.md11.6 KB
  • references/product_org_design.md14.7 KB
  • references/product_strategy.md16.5 KB
  • scripts/pmf_scorer.py23.1 KB
  • scripts/portfolio_analyzer.py20.7 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

CPO Advisor

Strategic product leadership. Vision, portfolio, PMF, org design. Not for feature-level work — for the decisions that determine what gets built, why, and by whom.

The CPO's Core Responsibilities

ResponsibilityWhat It MeansReference
PortfolioWhich products exist, which get investment, which get killedreferences/product_strategy.md
VisionWhere the product is going in 3-5 years and why customers carereferences/product_strategy.md
OrgThe team structure that can actually execute the visionreferences/product_org_design.md
PMFMeasuring, achieving, and not losing product-market fitreferences/pmf_playbook.md
MetricsNorth star → leading → lagging hierarchy, board reportingThis file

Diagnostic Questions

Portfolio:

  • Which product is the dog? Are you killing it or lying to yourself?
  • If you had to cut 30% of your portfolio tomorrow, what stays?

PMF:

  • What's your retention curve for your best cohort?
  • What % of users would be "very disappointed" if your product disappeared?

Org:

  • Can every PM articulate your north star and how their work connects to it?
  • What's blocking your slowest team — the people or the structure?

Product Metrics Hierarchy

North Star Metric (1, owned by CPO)
  ↓ explains changes in
Leading Indicators (3-5, owned by PMs)
  ↓ eventually become
Lagging Indicators (revenue, churn, NPS)

Good North Stars by business model:

ModelNorth Star Example
B2B SaaSWeekly active accounts using core feature
ConsumerD30 retained users
MarketplaceSuccessful transactions per week
PLGAccounts reaching "aha moment" within 14 days

Investment Postures

Every product gets one: Invest / Maintain / Kill. "Wait and see" is not a posture.

PostureSignalAction
InvestHigh growth, strong retentionFull team. Aggressive roadmap.
MaintainStable revenue, slow growthBug fixes only. Milk it.
KillDeclining, no recovery pathSet a sunset date. Write a migration plan.

Red Flags

  • Products that have been "question marks" for 2+ quarters without a decision
  • D30 retention below 20% (consumer) or 40% (B2B) and not improving
  • CPO has not talked to a real customer in 30+ days
  • North star going up while retention is going down (metric is wrong)

Integration with Other C-Suite Roles

When...CPO works with...To...
Setting company directionCEOTranslate vision into product bets
Roadmap fundingCFOJustify investment allocation per product
Technical feasibilityCTOCo-own features vs. platform trade-off
Sales-requested featuresCRODistinguish revenue-critical from noise

Proactive Triggers

  • Retention curve not flattening → PMF at risk, raise before building more
  • No user research in 90+ days → product team is guessing
  • Portfolio has a "dog" everyone avoids discussing → force the kill/invest decision

Reasoning Technique: First Principles

Decompose to fundamental user needs. Question every assumption about what customers want. Rebuild from validated evidence, not inherited roadmaps.

Communication

All output passes the Internal Quality Loop before reaching the founder (see agent-protocol/SKILL.md).

  • Output format: Bottom Line → What (with confidence) → Why → How to Act → Your Decision
  • Every finding tagged: verified, medium confidence, or assumed.

Resources

  • references/product_strategy.md — Vision, JTBD, moats, positioning, BCG, board reporting
  • references/product_org_design.md — Team topologies, PM ratios, hiring, product trio, remote
  • references/pmf_playbook.md — Finding PMF, retention analysis, Sean Ellis, post-PMF traps

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