⚡ 10 skills · clone and go

The Complete
AI Toolkit
for PMs

Write docs, build decks, research competitors, review strategy, and track your work — all from your terminal. Built by a PM, for PMs.

claude — core-ai-pm-workflow

10 Skills. One Workflow.

Each skill is a self-contained capability your AI assistant can execute on demand. No plugins, no SaaS subscriptions—just prompts that work.

The Journey

8 guided steps from setup to shipping. Each builds on the last. Go at your own pace.

Deep Dives on Key Skills

These three skills show the depth of what's possible.

Doc Writer — 7 Formats, Auto-Detected

The AI infers the right document format from your request. Just describe what you need.

  • Concept One-Pager — new ideas, vision
  • Problem/Solution One-Pager — feature enhancements
  • Decision One-Pager — choosing between options
  • PRFAQ — big bets, launches
  • PRD / Structured Epic — full specs
  • Vision Epic — direction-setting
  • GitHub Issue — publish directly

Doc Reviewer — CTO and GM Personas

Not generic AI feedback. Based on Kent Beck's 3X framework with persona-specific critique.

CTO Review

Feature fit, simplicity, green field fallacy, phasing risk. Asks the hard engineering questions before your CTO does.

GM Review (Concept)

Phase clarity, problem gravity, adoption mechanics. Ensures your concept passes the "so what?" test.

GM Review (Decision)

Decision clarity, ownership, reversibility. Stress-tests your recommendation before it hits the exec room.

Morning Standup — Your Metrics, Your Way

Configure the metrics that matter to you. Works with any SQL-compatible data source.

🔴 Conversion rate dropped to 18% (threshold: 25%)
🎉 Feature adoption hit 6,127 accounts (target: 6,000)
🟢 Health score 99.4%, DAU normal range

Is This for You?

This is for you if...

  • You're a PM who spends too much time on docs, decks, and data pulls
  • You're comfortable running commands in a terminal (or willing to learn)
  • You want to onboard your team to AI-assisted workflows
  • You use GitHub for tracking work

This is NOT for you if...

  • You want a no-code, click-through tool
  • You're not ready to install Claude Code or Cursor (they're free — here's how)
  • You need enterprise-grade security review before using any tool
  • You're looking for a course to learn AI basics

Up and Running in 60 Seconds

git clone https://github.com/davethegut/core-ai-pm-workflow.git
cd core-ai-pm-workflow
claude
# Then say: "Start the journey"

The Ecosystem

Skills aren't isolated. They feed into each other to create compounding value.

Calendar
feeds context into →
Doc Writer
Deep Dive
+
Competitor Research
feed into →
Doc Writer
Doc Writer
feeds into →
Doc Reviewer
Doc Reviewer
feeds into →
Presentation
/
HTML Reference
Everything
ships via →
Google Docs
/
GitHub Issues