wdavidturner/product-skills
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20 product management frameworks as AI agent skills — JTBD, OKRs, Shape Up, 7 Powers, and more
概要
A collection of AI agent skills inspired from the guests on Lenny's Podcast. This project generates reusable Agent Skills that capture product management wisdom, frameworks, and methodologies shared by industry experts. Each skill transforms podcast insights into actionable, on-demand guidance for AI agents helping with product decisions, strategy, and execution. Agent Skills are an open format for extending AI agent capabilities. They package: - - Workflows, best practices, and domain-specific guidance - - Reference materials, templates, and examples - - Executable utilities for deterministic operations Skills load on-demand when relevant to a task, enabling agents to act as specialists without consuming context upfront. 20 frameworks from leading product thinkers: Skills teach through — concrete bad/good examples showing how to apply the framework correctly. The SKILL.md provides overview; the patterns show application. Favor : keep SKILL.
README
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Advanced Product Management Skills for AI Agents
A collection of AI agent skills inspired from the guests on Lenny’s Podcast.
Purpose
This project generates reusable Agent Skills that capture product management wisdom, frameworks, and methodologies shared by industry experts.
Each skill transforms podcast insights into actionable, on-demand guidance for AI agents helping with product decisions, strategy, and execution.
What Are Agent Skills?
Agent Skills are an open format for extending AI agent capabilities. They package:
- Instructions - Workflows, best practices, and domain-specific guidance
- Resources - Reference materials, templates, and examples
- Scripts - Executable utilities for deterministic operations
Skills load on-demand when relevant to a task, enabling agents to act as specialists without consuming context upfront.
What’s Included
20 frameworks from leading product thinkers:
| Skill | Creator | What It Does |
|---|---|---|
| Design Sprint | Jake Knapp | Go from problem to tested prototype in 5 days |
| Growth Loops | Brian Balfour, Elena Verna | Build compounding growth systems, not funnels |
| Hierarchy of Engagement | Sarah Tavel | Design retention through accruing benefits |
| Hierarchy of Marketplaces | Sarah Tavel | Build defensible marketplace businesses |
| Hooked Model | Nir Eyal | Create habit-forming products |
| Jobs to be Done | Clayton Christensen, Bob Moesta | Discover why customers hire and fire products |
| Monetizing Innovation | Madhavan Ramanujam | Design pricing before building features |
| OKRs | Andy Grove, Christina Wodtke | Focus teams with objectives and key results |
| Opportunity Solution Trees | Teresa Torres | Connect outcomes to customer opportunities |
| PMF Survey | Sean Ellis, Rahul Vohra | Measure and improve product-market fit |
| Positioning Canvas | April Dunford | Make your product’s value obvious |
| Product-Led Growth | Elena Verna, Hila Qu | Let the product drive acquisition and monetization |
| Product-Led SEO | Eli Schwartz | Treat SEO as a product, not marketing |
| Radical Candor | Kim Scott | Give feedback that cares and challenges |
| Seven Powers | Hamilton Helmer | Identify durable competitive advantages |
| Shape Up | Ryan Singer | Ship meaningful work in fixed cycles |
| Strategic Narrative | Andy Raskin | Craft stories about change, not features |
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インストール
npx skillfish add wdavidturner/product-skills