Skilder

Auto-Learning

Turn observed agent usage into improvements to your roles and skills.

Coming soon. Auto-Learning is not available yet. This page describes the problem it will solve so you can plan for it.

The problem

Insights already tells you what to fix: unused skills, tools that time out, calls that fail more than they should. Fixing it is still manual. Someone has to notice the panel, open the skill, and edit it by hand.

What Auto-Learning will do

Auto-Learning closes that loop: turning what the workspace observes agents actually doing into a proposed change to a role or skill, instead of a signal you have to act on yourself.

Until then

Read Insights regularly, and fix what it surfaces in Build a skill.