Workflows
Guides
Design Systems
What you'll find here
Practical
Built around real work, not theory or hype.
Focused
Designed to solve a specific problem or unlock a clear capability.
Self-serve
Easy to understand, quick to try, and flexible enough to adapt to your own workflows.
Many kits connect directly to ideas from the newsletter, so you can go from reading → applying → improving without friction.
This library grows every week
New kits are added regularly as part of the Capability Lab newsletter. Sometimes that means:
- A small utility that removes friction from a common task
- A repeatable workflow I keep coming back to
- A focused "starter" for exploring a new capability with AI
Over time, this becomes a working toolkit you can rely on—not a static list you skim once and forget.
Built for curious, hands-on professionals
These kits are for people who:
- Learn best by doing
- Care about quality, leverage, and long-term relevance
- Want AI to feel like a natural part of their job, not a separate hobby
You don't need to be technical. You do need to be curious.
