Five Stop Conditions Every Production Claude Tool Loop Needs

A demo agent loop runs until the model says it is done. A production loop cannot work that way. Each tool call is a request to change something, and your code, not the model, decides when the loop stops. Claude returns a structured tool-use block: a tool name and arguments. Before anything runs, the application checks five things: Schema: the arguments have the right shape.