WHAT CHANGES
From a scrollback buffer to something you can look at.
Nothing here replaces the agent. It replaces the part where you reconstruct what the agent did from a wall of output that has already scrolled past.
SKILLS
Stop explaining it again.
A skill is a capability you install once and the agent picks up from then on. Personal, system and recommended skills sit in one manager, and turning one on is a checkbox rather than a paragraph pasted into a prompt.
✦
Every instruction you have typed more than once was a skill you had not written yet.
From the design notesSEE IT ON YOUR OWN PROJECTS