Resource Kit
My working system for AI projects
Working on AI-assisted products, I kept running into the same problem — decisions that felt settled in one session were gone by the next. Key choices living only inside prompts, reformulated each time. I built a system to stop that.
Core documentation
Five template documents: product vision, brand principles, design rules, architecture decisions, and quality standards. Together they form a backbone — something that can be handed to any session, any collaborator, without losing context.
Sample excerpt — Product North Star document
Reusable methods
Alongside the documents, I structured a set of repeatable methods: project kickoff, review gates, and a few others. Each project follows the same rhythm, which means the thinking goes deeper instead of starting over.
The system in practice — early project application
Linear workflow
The system connects to a Linear workflow, turning the template layer into a visible roadmap. Decisions become milestones. Progress becomes trackable.
Linear workflow — milestones mapped to the system
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Applied to real projects. Iterated on in practice. Download it and make it yours.
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