ai-native-pm-os

mcp
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  • No license — Repository has no license file
  • Description — Repository has a description
  • Active repo — Last push 0 days ago
  • Community trust — 20 GitHub stars
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  • Code scan — Scanned 7 files during light audit, no dangerous patterns found
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Purpose
This project is a comprehensive educational course and guide designed to teach product managers how to build automated workflows and AI agents using Claude Code, rather than functioning as a traditional installable MCP server.

Security Assessment
Overall risk: Low. A light code scan across seven files found no dangerous patterns, hardcoded secrets, or requests for risky permissions. While the README mentions building agents that interact with tools like Jira, Slack, and Zendesk, this is purely instructional guidance for how to configure Claude Code rather than executable tooling built into the repository itself. No unauthorized shell commands or network requests are made by the provided code.

Quality Assessment
The project is highly active, with its most recent push happening today. It has garnered 20 GitHub stars, showing a fair level of early community trust and interest for a niche educational resource. However, the repository lacks an explicit license file. While standard for educational content, this technically means default copyright laws apply and the materials are not officially open-source, which might matter if a team intends to widely distribute or modify the content internally.

Verdict
Safe to use. It is a well-maintained, low-risk educational resource, though users should be aware of the unlicensed status regarding content redistribution.
SUMMARY

The exhaustive guide to mastering Claude for Product Managers. Build your AI-native PM OS from scratch — PRDs, research synthesis, stakeholder decks, and autonomous agents. 11 modules, 40+ hours, real deliverables.

README.md

AI-Native PM OS

Your Complete Product Management Operating System — Built with Claude Code


Not a tutorial. A real, deployable work infrastructure.
By the time you finish, you won't just know Claude Code — you'll have a working PM command center you use every day.


What This Course Is

Most AI courses teach you to prompt. This course teaches you to operate.

The AI-Native PM OS is a structured, hands-on program that transforms Claude Code into your personal product management infrastructure — a living system that handles research synthesis, PRD generation, stakeholder prep, data analysis, and team handoffs, all within a single command-line environment.

Format: Interactive modules inside Claude Code + reference guides + weekly community challenges
Time: ~40–50 hours total | 30-min lessons | 100% self-paced
Stack: Claude Code (required) | Meridian (your practice B2B SaaS company)


The Agents & Workflows You Will Build

By Module 10, your Claude Code environment won't just be a chatbot. You will have built a suite of specialized, autonomous PM agents and workflows, including:

  • 🕵️ The Competitive Intelligence Agent: Runs daily sweeps of competitor pricing pages and documentation, dropping a formatted threat-analysis memo into your Slack.
  • 📊 The "Peep-Free" Analytics Agent: Enforces disciplined A/B test analysis, refusing to output metrics until your pre-registered sample size is reached.
  • 📝 The PRD-to-Jira Pipeline Agent: Reads your 6-page PRD, identifies edge cases you missed, and automatically generates Jira epics and stories directly into your backlog via MCP.
  • 🗣️ The Customer Voice Synthesizer: Reads 500 Zendesk tickets via Google Workspace/Notion MCP, clusters the complaints by Jobs-to-be-Done, and generates a prioritized discovery brief.
  • 🎨 The "Vibe Coder" Prototyper: Takes a half-baked PRD flow and instantly spins up a clickable HTML prototype you can send to your CTO on Vercel.
  • 🛡️ The Board-Level Executive Agent: Audits your OKR updates against the "Anti-Slop" guidelines, aggressively cutting PM jargon to produce a crisp narrative the CEO will actually read.

You aren't just learning to prompt. You are building these agents.


The Meridian Company

Throughout this course, you'll work with Meridian — a fictional but richly detailed B2B SaaS company. Meridian sells a workflow orchestration platform to mid-market operations teams. It has:

  • A defined product strategy, OKRs, and roadmap
  • Realistic user research data, support tickets, and analytics
  • Stakeholder personas: skeptical CTO, growth-obsessed CEO, cautious CFO
  • A sales motion, competitive landscape, and pricing model

Everything you build in this course will be grounded in Meridian's context. By Module 10, your deliverables will look like they came from a senior PM at a real company.


Course Map

Module Title Hours Core Skill
0 Setup & Orientation 3–4h Environment, mental model
1 CLAUDE.md Mastery 3–4h Context engineering
2 File & Memory Operations 3–4h Workspace architecture
3 PRDs & Specs 4–5h Document generation
4 Data & Analytics 4–5h Metrics workflows
5 Research & Discovery 4–5h Synthesis at scale
6 Stakeholder & Strategy 4–5h Executive artifacts
7 MCP & Tool Integrations 5–6h Real-stack connections
8 Team Workflows 3–4h Collaboration systems
9 Vibe Coding for PMs 5–6h Prototype + deploy
10 Capstone Project 6–8h Portfolio artifact

Prerequisites

Tool Required Install
Claude Code ✅ Yes https://claude.ai/code
Claude Pro or Team plan ✅ Yes https://claude.ai
Python 3.8+ Optional https://python.org/downloads — only needed for the progress dashboard
Git Optional https://git-scm.com — installer falls back to ZIP download if absent

How to Install

Option A — One-liner (recommended)

Paste this into your terminal:

curl -fsSL https://raw.githubusercontent.com/vishalmdi/ai-native-pm-os/main/install.sh | bash

This checks prerequisites, clones the repo into ~/ai-native-pm-os, and runs first-time setup automatically.


Option B — Manual install

git clone https://github.com/vishalmdi/ai-native-pm-os.git
cd ai-native-pm-os
bash setup.sh

Start your first lesson

cd ~/ai-native-pm-os   # or wherever you installed it
claude                  # opens Claude Code in the course directory

Then in Claude Code:

/lesson 0-1

Optional: progress dashboard

In a separate terminal window:

python3 course-server.py

Then open http://localhost:4242 in your browser.


Slash Command Reference

Command What it does
/lesson 0-1 Load a specific lesson (replace 0-1 with any lesson ID)
/next Continue from where you left off
/complete Mark the current lesson done and update your progress
/progress View a completion table across all 11 modules
/context-check Audit your CLAUDE.md health
/meridian Load the Meridian company context

Principles of This Course

  1. You build, not watch. Every lesson has a hands-on deliverable.
  2. Real context, not toy examples. Meridian is designed to reflect real B2B PM work.
  3. Cumulative. Each module's output feeds the next.
  4. Yours to keep. Every file you create is production-ready for real use.
  5. Cost-conscious. We teach you to use the right model at the right time.

Community Challenges

Each module ends with an optional community challenge:

  • Share your output in the course community thread
  • Review two peers' CLAUDE.md setups
  • Vote on the best research synthesis of the week

AI-Native PM OS — Original curriculum. All company names, data, and scenarios are fictional and created for educational purposes.

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