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Learn Taste

Collects every design correction you made during a session and turns each one into a strict rule with reasoning, so that the next agent doesn’t make the same mistake.

Updated November 12, 2026

What it does

  • Finds every correction, including the ones you haven’t explicitly expressed. Think edits you made to its files, repeated nudges, and reverted changes
  • Turns a fix on one component into a rule for every similar one, so a shadow on one card covers every card, popover, and menu
  • Never makes up a reason. When you didn’t say why, it proposes one and asks you to confirm it
  • Writes the rules into your DESIGN.md, or suggests a lint rule when a check would catch the mistake more reliably

When to use it

At the end of a session where you corrected the agent more than once. Every correction could be saved so that the next session doesn’t make the same mistake again.

Once you run it after enough sessions, your DESIGN.md becomes a record of your taste that every agent in the project reads before it touches the UI. An improvement that compounds over time.

What the skill proposed

The same session, wrapped up two ways. Without the skill, the agent writes two vague rules with no reasons, and misses the duration you changed yourself. With it, each correction becomes a rule a future agent can follow, with the reason attached.

The reason behind the decision is extremely important. If the agent knows the why, it can extend that rule to other parts of the UI.

Example prompts

You don’t need special wording. Describe the problem the way you’d describe it to a teammate. Here are some more to try on your own product.

The course behind these skills

These skills come from what I teach in AI for UI. Join the waitlist to get two lessons and be the first to know when enrollment reopens on December 8.