ai-pm-copilot

AI PM Copilot for Claude Code

Answer product management's hardest questions in minutes, not days

Expert product management guidance powered by frameworks from Teresa Torres, Marty Cagan, April Dunford, and more - without hiring a product manager.

Right feature. Right users. Right time. Right reasons.

Not a project management tool. Not a generic AI assistant. A specialized copilot that combines:

• Speed of AI (answers in minutes)
• Depth of product management frameworks (Teresa Torres, Marty Cagan, April Dunford)
• Context-aware reasoning (remembers your product, personalizes outputs)

Built for solo developers and small teams who need enterprise product management capabilities without the complexity.

Why AI PM Copilot?

You're a solo founder building your first product. You can code, but product management decisions feel like guesswork:

• "Should I build feature X or Y first?"
• "How do I validate this idea without wasting weeks?"
• "Which users should I target?"
• "When is the right time to launch?"

Generic AI (ChatGPT, Claude): Fast answers, but no product management frameworks or strategic depth Enterprise PM tools (Jira, Aha!): Deep features, but slow, complex, and expensive Manual PM work (Notion, templates): Flexible, but requires expertise you don't have

AI PM Copilot: Expert product management frameworks + AI speed = rigorous answers delivered in minutes.

Built on 16 proven methodologies from product management thought leaders. Context-aware intelligence that remembers your product. Developer-native experience inside Claude Code.

Built on Proven Product Management Frameworks

AI PM Copilot isn't generic AI advice - it's built on expert frameworks from product management thought leaders:

Research & Discovery: Teresa Torres (Continuous Discovery), Erika Hall (Just Enough Research)
Strategy & Goals: Marty Cagan (Empowered), Sean Ellis (Product-Market Fit), April Dunford (Positioning)
Execution & Planning: Jeff Patton (Story Mapping), Basecamp (Shape Up), Google (HEART/Goals)
Prioritization: Intercom (RICE), Dan Olsen (Lean Product Playbook)

16 proven methodologies. 100+ templates and frameworks. Expert rigor at AI speed.

How It Works

Just talk to Claude Code like you would a consultant:

You: "I'm building a SaaS analytics tool. Should I prioritize dashboards or API access first?"

→ product-manager routes to feature-prioritizer
→ Reads your product context from setup
→ Returns scored recommendations with rationale

Result: Expert RICE scoring in 2 minutes with explanation of why each feature ranks where it does.

Try it yourself:

1. Install: /plugin install ai-pm-copilot
2. Setup (optional, 5-10 min): /ai-pm-copilot:pm-setup
3. Ask: "Should I prioritize feature X or Y?"

What's Included

8 Expert Product Management Agents - Available 24/7 for research, strategy, execution, and launch (1 orchestrator + 7 specialists)

1 Utility Agent - Automated codebase context discovery (context-scanner)

3 Multi-Agent Team Presets - Validation sprints, PRD stress tests, competitive war rooms

16 Proven Frameworks - RICE, JTBD, Lean Startup, Story Mapping, and more

100+ Templates & Assets - PRD templates, roadmap frameworks, interview guides

Context-Aware Intelligence - One-time setup, personalized outputs across all agents

Built on frameworks from Teresa Torres, Marty Cagan, April Dunford, Sean Ellis, Jeff Patton, and more.

Get Started (5 Minutes to Your First Expert Answer)

1. Install the Plugin

/plugin marketplace add https://github.com/slgoodrich/agents
/plugin install ai-pm-copilot

2. (Optional) Set Up Product Context

Spend 5-10 minutes setting up context once, save 80% of questions across all future interactions:

/ai-pm-copilot:pm-setup

3. Ask Your First Product Management Question

"Should I prioritize feature X or Y?"
"Design a user interview study for churn"
"Score these 5 features with RICE"

Get expert product management guidance in minutes, not days. No signup. No API keys. Just install and ask.

Use Cases

Daily Product Management Work

Feature validation:

"I want to add real-time collaboration. Is this worth building?"
→ Coordinates research-ops for validation, feature-prioritizer for scoring

Planning:

"Plan next quarter focused on retention"

Documentation:

"Write a PRD for SSO integration"

Strategic Planning

Quarterly Goals:

"Create Q2 goals for a pre-PMF SaaS product"

Market analysis:

"Research the competitive landscape for project management tools"

Roadmap:

"Build a now-next-later roadmap for next 6 months"

Research & Discovery

User research:

"Design a study to understand user onboarding pain points"

Validation:

"Help me validate this feature hypothesis with 10 user interviews"