Build a Persistent AI Workspace That Already Knows How You Work
Set up a durable AI workspace with stable context, reusable instructions, and working memory for repeated PM tasks.
Outcome
A persistent workspace that reduces setup time and improves consistency across product work.
Workflow steps
Define workspace rules
Document how the AI should handle tone, assumptions, citations, and uncertainty.
Load stable context
Add product, customer, market, strategy, and team context that changes slowly.
Create repeatable tasks
Save the most common workflows as reusable prompts or instructions.
Why this workflow matters
If every AI session starts from scratch, you lose time and consistency. A persistent workspace gives AI the background it needs before the work begins.
How to run it
Create one workspace for product work with stable context, rules, reusable prompts, and a clear process for updating context.
What good looks like
Your AI outputs should start closer to your preferred style and reflect your actual product context.