its-just-shell

Reference for Claude’s native tool-use interface: define tools as JSON schemas, the model emits structured tool_use blocks, you execute and return results
The interaction pattern is a synchronous tool loop — exactly the shell paradigm of prompt → command → output → prompt
Supports forced tool use, parallel tool calls, and streaming, showing how the simple loop extends without changing its fundamental shape

research