product-manager-skills: AI-Powered PM Assistant for Coding Tools

Introduction

The product-manager-skills repository by Digidai is a powerful collection of AI agent skills designed to elevate the capabilities of AI coding tools. It transforms platforms such as Claude Code, Codex, Cursor, and Windsurf into a sophisticated product manager. This skill set empowers AI to perform critical PM tasks, including diagnosing SaaS metrics, providing constructive critiques of Product Requirement Documents (PRDs), planning strategic roadmaps, conducting thorough discovery, and offering valuable career coaching for product management transitions. Unlike generic AI prompts, product-manager-skills focuses on applying established PM frameworks and quality gates to deliver rigorous, actionable insights.

Installation

Getting started with product-manager-skills is quick and straightforward. Follow the instructions below based on your preferred AI coding tool.

Claude Code / OpenClaw

clawhub install product-manager-skills

Codex / Cursor / Windsurf / GitHub-based skill loaders

npx skills add Digidai/product-manager-skills

After installation, you can immediately start interacting with the skill by pasting prompts like these:

Help me write a PRD for a notification preferences feature. Make reasonable assumptions and label them.

Analyze these metrics: MRR $50k, 500 customers, gross margin 80%, monthly churn 8%, CAC $500.

Review my roadmap and tell me where stakeholder requests are outweighing evidence.

Examples

The product-manager-skills repository shines in its ability to handle complex product management workflows with precision. Here are three core examples of how it can be used:

• SaaS Health Diagnostic: Input your SaaS metrics, and the AI will provide a detailed diagnosis, identifying red flags and suggesting actionable next steps.
  • Example Prompt: Analyze these metrics: MRR $50k, 500 customers, gross margin 80%, monthly churn 8%, CAC $500.
  • View Full Example
• PRD Pushback and Review: Get a critical review of your PRD drafts, flagging issues like solution smuggling, missing metrics, and delivery risks.
  • Example Prompt: Review this PRD draft like a strong PM peer. Flag bad framing, missing metrics, solution smuggling, and delivery risk.
  • View Full Example
• Director Readiness Coaching: Receive personalized coaching to identify gaps and develop action plans for career transitions, such as moving from Senior PM to Director.
  • Example Prompt: I'm a senior PM interviewing for Director roles in 90 days. Diagnose my gaps and coach me.
  • View Full Example

Explore more prompts in the STARTER-PROMPTS.md file for a wider range of applications.

Why Use It

This skill set stands out from generic AI prompting by offering a structured and rigorous approach to product management. Instead of generating plausible but often superficial text, product-manager-skills applies established PM frameworks and quality gates. It actively pushes back on weak framing, challenges vague metrics, and identifies real bottlenecks, providing concrete diagnoses and actionable plans.

It is ideal for technical PMs, founders, and product leads who are already integrated into AI coding tools and seek a reusable 'PM brain' without relying on external SaaS solutions. If you value pushback, explicit assumptions, and clear tradeoffs over polite, generic output, this repository is designed for you. It optimizes for decisions, tradeoffs, and next steps, making it a valuable asset for recurring PM workflows.

Links

For more detailed information, contributions, or to explore the repository further, please visit the official links below:

• GitHub Repository: Digidai/product-manager-skills
• License: CC BY-NC-SA 4.0
• Starter Prompts: STARTER-PROMPTS.md
• Core Philosophy: ETHOS.md