Baseline Core is an open-source AI-powered product system that integrates business context into AI tools, providing skills, frameworks, and references for product teams to generate consistent, senior-level outputs.
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Baseline Core

Product Information

Updated:Feb 28, 2026

What is Baseline Core

Baseline Core is a comprehensive product system designed to help founders and small teams perform product work without a dedicated Product Manager. It serves as a bridge between your business and AI tools, offering a complete skills library with 12 domain expertise modules, 14 proven frameworks, and 34 reference files that cover everything from research and strategy to design specifications and sprint planning. The system is tool-agnostic and compatible with various AI platforms including Claude Code, Cursor, GitHub Copilot, ChatGPT, and Gemini.

Key Features of Baseline Core

Baseline Core is an AI-powered product system that integrates business context into AI tools through a comprehensive skills library. It includes 12 skills modules, 14 frameworks, and 34 reference files covering research, strategy, specs, design, and planning. The system can be installed via CLI and is compatible with various AI tools, helping teams produce consistent, business-specific outputs without requiring additional headcount.
Business Context Integration: Automatically loads your company's positioning, voice, users, competitors, and product details into every workflow to ensure AI outputs match your brand identity
Multi-Tool Compatibility: Works with various AI tools including Claude Code, Cursor, GitHub Copilot, ChatGPT, and Gemini through AGENTS.md or file upload
Structured Output Generation: Produces ready-to-use deliverables like strategy decks, design specs, sprint plans, and positioning documents in a consistent, structured format
Comprehensive Skills Library: Provides 12 skill modules covering research, strategy, sprint planning, user flows, prototyping, design, and positioning with proven methodologies

Use Cases of Baseline Core

Product Development Planning: Helps teams research markets, write PRDs, and plan sprints without a dedicated product manager
Design System Implementation: Assists in creating and maintaining consistent design specifications and user flows across projects
Startup Operations: Enables small teams and founders to handle product work professionally without hiring additional staff
Engineering Handoff: Streamlines the process of creating engineering-ready specifications and documentation

Pros

Quick setup with simple CLI installation
Free core version available
Flexible integration with multiple AI tools
Consistent, professional-level output

Cons

May require custom setup for optimal business-specific results
Limited to AI tools that support AGENTS.md or file upload

How to Use Baseline Core

Install and Run CLI: Start by running the CLI command. The system will ask you a few questions about your business to set up the initial configuration.
Set Up Business Context: Answer questions about your business positioning, voice, users, competitors, and product details. This information will be automatically loaded into every workflow.
Configure AI Tool Integration: The system creates an AGENTS.md file that can be used with compatible AI tools like Claude Code, Cursor, Windsurf, Codex, GitHub Copilot, JetBrains AI, ChatGPT, or Gemini (via file upload).
Access Skills Library: Use any of the 12 built-in skills covering research, strategy, sprint planning, user flows, prototyping, design, and positioning.
Utilize Frameworks: Apply any of the 14 included frameworks for prioritization, research, messaging, decision-making, stakeholder communication, and change management.
Generate Outputs: Ask questions or request deliverables like strategy decks, design specs, sprint plans, or positioning docs. The system will generate structured, on-brand outputs using your business context.
Review and Implement: Use the generated deliverables with your team. All outputs are engineering-ready and structured for immediate handoff.
Optional: Upgrade to Custom Setup: If needed, work with Baseline team for one week to get custom skills, tailored business context, and team training for more specialized implementation.

Baseline Core FAQs

Baseline Core is an AI-powered product system that includes 12 skills, 14 frameworks, and 34 reference files covering research, strategy, specs, design, planning, and more. It's delivered via CLI and can be loaded into any AI tool. It's free to use and helps teams do product work without a dedicated PM.

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