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

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The product-manager-skills repository transforms AI coding tools like Claude Code, Codex, Cursor, and Windsurf into a rigorous product manager. It enables AI to diagnose SaaS metrics, critique PRDs, plan roadmaps, run discovery, and provide career coaching for product professionals. This skill offers a structured, framework-driven approach to product management workflows, moving beyond generic AI responses.

GitHub: https://github.com/Digidai/product-manager-skills
OSRepos URL: https://osrepos.com/repo/digidai-product-manager-skills

## Summary

The product-manager-skills repository transforms AI coding tools like Claude Code, Codex, Cursor, and Windsurf into a rigorous product manager. It enables AI to diagnose SaaS metrics, critique PRDs, plan roadmaps, run discovery, and provide career coaching for product professionals. This skill offers a structured, framework-driven approach to product management workflows, moving beyond generic AI responses.

## Topics

- AI Agent Skill
- Product Management
- SaaS Metrics
- PRD Review
- Roadmap Planning
- Career Coaching
- AI Tools
- Shell Script

## Repository Information

Last analyzed by OSRepos: Fri Aug 21 2026 01:36:55 GMT+0100 (Western European Summer Time)
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## Safety Notice

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## Content

## 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

bash
clawhub install product-manager-skills


### Codex / Cursor / Windsurf / GitHub-based skill loaders

bash
npx skills add Digidai/product-manager-skills


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

text
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](https://github.com/Digidai/product-manager-skills/blob/main/examples/saas-health-diagnostic.md){:target="_blank"}

*   **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](https://github.com/Digidai/product-manager-skills/blob/main/examples/prd-review.md){:target="_blank"}

*   **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](https://github.com/Digidai/product-manager-skills/blob/main/examples/director-coaching.md){:target="_blank"}

Explore more prompts in the [STARTER-PROMPTS.md](https://github.com/Digidai/product-manager-skills/blob/main/STARTER-PROMPTS.md){:target="_blank"} 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](https://github.com/Digidai/product-manager-skills){:target="_blank"}
*   **License:** [CC BY-NC-SA 4.0](https://github.com/Digidai/product-manager-skills/blob/main/LICENSE){:target="_blank"}
*   **Starter Prompts:** [STARTER-PROMPTS.md](https://github.com/Digidai/product-manager-skills/blob/main/STARTER-PROMPTS.md){:target="_blank"}
*   **Core Philosophy:** [ETHOS.md](https://github.com/Digidai/product-manager-skills/blob/main/ETHOS.md){:target="_blank"}