PM Skills — A library of 1170 professional AI agent skills for tasks from writing PRDs to decoding leases.
Analyzed by Sai Pavan Gopularam · AI · Agents · View on GitHub
- Stars: 1395
- Forks: 249
- Commits last 30 days: 35
- Health: Active (35 commits this month)
- Language: HTML
- License: MIT
What It Is
PM Skills is an open-source collection of 1170 'skills' for AI agents, each a plain markdown file that teaches an LLM how to perform a specific professional task to a senior expert's standard. Think of it like a senior colleague's detailed notes on how to handle specific situations, rather than a generic intern's advice.
This matters because generic AI often gives vague answers. PM Skills solves this by providing structured frameworks, output templates, quality checks, and anti-patterns for real-world problems like decoding a lease, writing a product requirements document (PRD), or managing a postmortem. It ensures AI outputs are actionable and high-quality, saving users time and reducing errors.
License Verdict
MIT License — Build and Sell Freely — Commercial Use Approved • No Copyleft Restrictions
The MIT License permits unrestricted commercial use, modification, distribution, and private use. You can incorporate this code into proprietary software and sell it without needing to open-source your derivative work. You only need to include the original copyright and license notice.
How to Use It
PM Skills can be used directly in your browser, installed as a plugin for Claude Code, or added to other agents like Cursor, Codex, or ChatGPT/Gemini by copying specific skill exports. The `npx` command-line tool simplifies installation for many environments.
Prerequisites:
- Node.js (for npx)
- Python (for some scripts)
Estimated setup time: 5 minutes.
npx pm-claude-skills add --agent cursor
npm run route -- "my landlord kept my deposit"What I'd Build With This
AI-Powered Professional Document Generator (micro-saas)
Build a web application where users can input their raw information (e.g., a lease document, project brief, or incident report) and select a PM Skill. The app then processes this with an LLM and generates a polished, professional output (e.g., a decoded lease summary, a structured PRD, or a blameless postmortem). Users pay a subscription for access to premium skills and higher usage limits. Target: Freelancers, small business owners, and individuals needing expert-level document creation without hiring consultants. Pricing: $29/month.
Effort: 2 Weeks Build Time · Target: Freelancers & Small Businesses · Pricing: $29/mo
Internal Knowledge Codification Platform for Teams (saas)
Develop a SaaS platform for mid-sized companies to transform their internal standard operating procedures (SOPs), best practices, and institutional knowledge into custom AI skills. Leverage the `pm-skill-promoter` to help teams automatically identify and draft new skills from their internal communications (e.g., Slack, email). The platform would include a UI for managing, testing, and deploying these skills within their private LLM environment, ensuring consistent, high-quality outputs across the organization. Target: Mid-market companies, consulting firms, and legal departments. Pricing: $299/month per team.
Effort: 3 Months Build Time · Target: Mid-Market Teams · Pricing: $299/mo
AI Skill Governance & Compliance Suite (enterprise)
Offer a white-label or custom enterprise solution for large organizations, especially in regulated industries, to integrate, manage, and audit AI skills. This would combine PM Skills with their proprietary knowledge bases, ensuring AI outputs adhere to corporate standards and compliance requirements. The decision layer (Jev) would be crucial for routing prompts, guarding inputs, and judging output quality. This service would include ongoing maintenance, custom skill development, and integration with existing enterprise systems. Target: Fortune 500 companies, financial institutions, healthcare providers. Pricing: Custom enterprise contracts, starting at $50,000/year.
Effort: 6 Months Build Time · Target: Regulated Enterprises · Pricing: $50,000+/year
Sai Pavan Gopularam's Take
This project is a goldmine for anyone looking to build AI products that actually deliver value, not just hype. The 'senior colleague's notes' analogy perfectly captures how this elevates generic LLM output. I'd lean into a micro-SaaS that charges around $49/month for specific, high-value document generation, like legal summaries or strategic plans.
Watch Out For
- LLM Dependency: While PM Skills provides excellent structure, the quality of the final output still depends heavily on the underlying Large Language Model (LLM) you use. A less capable LLM might struggle to fully leverage the skill's guidance.
- Skill Maintenance: With 1170 skills, keeping them all up-to-date with evolving best practices, legal changes, or new AI capabilities can be a significant ongoing effort, especially for custom or highly specialized skills.
- Integration Complexity: While individual skills are easy to use via `npx` or copy-pasting, building a robust product that leverages the decision layer, promoter, or integrates deeply into existing workflows requires significant development effort beyond basic usage.
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