

Baseline Core is an AI-powered product system that takes you from idea to engineering-ready deliverables. It provides skills, frameworks, and reference files covering research, strategy, specs, design, planning, and more. The system delivers consistent, senior-level outputs grounded in proven product methodology.
The system includes 12 skills covering research, strategy, sprint planning, user flows, prototyping, design, and positioning. It also contains 14 frameworks for prioritization, research, messaging, decision-making, stakeholder communication, and change management. Additionally, there are 34 reference files that provide the structure behind every consistent, repeatable output.
The system works by running a CLI command that sets up your business context, skills, frameworks, and reference files. Once installed, AI tools can access your business context automatically and apply proven methodologies to tasks like researching competitors, designing user flows, planning sprints, writing specs, and building prototypes.
Benefits include getting deliverables your team can actually use, such as strategy decks, design specs, sprint plans, and positioning documents that are structured, on-brand, and ready to hand off. Every output is grounded in your business context and sounds like your brand rather than generic AI responses.
The system is designed for founders and small teams doing product work without a dedicated PM. It works with any AI tool that reads AGENTS.md, including Claude Code, Cursor, Windsurf, Codex, GitHub Copilot, JetBrains AI, ChatGPT, and Gemini.
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Baseline Core is designed for founders and small teams doing product work without a dedicated PM. It's for teams that need to research markets, write PRDs, plan sprints, or hand off specs to engineering but don't have someone whose full-time job that is. The system helps teams that want their AI tools to actually understand their business context and produce work that sounds like their brand.