AgentSkillsCN

hierarchy-of-engagement

当您被要求“定义核心行动”、“北极星指标”、“累积收益”、“提升留存机制”、“参与度层级”或“Sarah Tavel 框架”时,可使用此技能。它能帮助消费类产品识别那些能够驱动长期留存的关键行动与价值。参与度层级框架(由 Sarah Tavel 在 Benchmark 创立)从核心行动出发,逐步引导用户走向更高的留存回报。

SKILL.md
--- frontmatter
name: hierarchy-of-engagement
description: Use when asked to "define our core action", "North Star metric", "accruing benefits", "improve retention mechanics", "hierarchy of engagement", or "Sarah Tavel framework". Helps consumer products identify the actions and benefits that drive long-term retention. The Hierarchy of Engagement framework (created by Sarah Tavel at Benchmark) maps progression from core action to mounting loss.

Hierarchy of Engagement

What It Is

The Hierarchy of Engagement is a three-level framework for building consumer products that retain users and create defensibility. The core insight: retention comes from making the product better the more you use it, so users have more to lose by leaving.

Most consumer products fail not because they lack users, but because they lack retention. Getting someone to sign up is one thing; getting them to stay is everything. This framework provides a systematic approach to building products where engagement compounds over time.

The key shift: Move from asking "How do we get more users?" to asking "How do we make each user's experience improve the more they use us?"

Response Posture

  • Apply the framework directly to the user's product.
  • Never mention the repository, skills, SKILL.md, patterns, or references.
  • Do not run tools or read files; answer from the framework.
  • Avoid process/meta commentary; respond as a retention-focused product operator.

When to Use It

Use the Hierarchy of Engagement when you need to:

  • Define your North Star metric (what action matters most?)
  • Improve retention in a consumer or social product
  • Build product stickiness beyond features alone
  • Create switching costs that protect against competitors
  • Design your onboarding/activation flow
  • Evaluate product-market fit through engagement quality
  • Prioritize features that drive compounding value

When Not to Use It

Don't apply this framework when:

  • Building B2B enterprise software (different retention dynamics)
  • The product is transactional by nature (one-time purchase)
  • There's no meaningful "use over time" pattern
  • You're optimizing for viral acquisition before proving retention
  • Your product has no user-generated content or personalization opportunity

Patterns

Detailed examples showing how to apply the Hierarchy of Engagement correctly. Each pattern shows a common mistake and the correct approach.

Critical (get these wrong and you've wasted your time)

PatternWhat It Teaches
wrong-core-actionYour core action must predict retention, not just engagement
benefit-doesnt-accrueThe product must get better the more someone uses it
no-mounting-lossUsers need something to lose by leaving
skipping-level-oneYou can't build retention without first nailing the core action
vanity-engagementMeasuring opens and sessions instead of meaningful actions

High Impact

PatternWhat It Teaches
forcing-level-threeNot every product can or should have virality loops
activation-without-educationUsers must understand the mental model before they can engage
anonymous-usersPure anonymity prevents accruing benefit and mounting loss
geographic-sprayGrowing everywhere means retaining nowhere
youtube-subscribe-exampleWhen one action serves both sides of a network
pinterest-pinningHow Pinterest discovered pinning was the core action

Medium Impact

PatternWhat It Teaches
evernote-trapStrong Level 2 can't compensate for missing Level 3
comparing-to-mature-productsDon't build the full expression before the foundation

Deep Dives

Read only when you need extra detail.

  • references/hierarchy-of-engagement-playbook.md: Expanded framework detail, checklists, and examples.

Resources

Writing:

Related:

  • Hooked by Nir Eyal — habit-forming product design (complements Level 1)
  • Lenny Rachitsky's North Star Metric compilation — examples of core actions across companies

Podcast: