Agentic Studio is good and it is new, which means things change, the docs sometimes lag, and half of what you learn arrives verbally. Scope one Cowork space to it and let the space remember for you.
Post two in the series. How the Legal Framework is actually built in Claude Code: three tiers, three Python scripts, a reflective hook, and the operating loop. Includes the skill as a download, plus the parts that are not right yet.
Our context mechanisms are good at prescription - the rules an agent is told to follow. They are poor at experience - the hard-won nudges we supply at the moment of ambiguity. This is a framework that borrows from our legal system to give that experience a home, the Common Law, and recalls it just-in-time rather than in advance.