AI AGENT CONTEXT CLAWRISE CORE (GO) CLAWRISE PLUGIN (GO) ExecuteRequest os.Stdin HTTP Req HTTP Resp os.Stdout ExecuteResponse Agent Context Core (In) Plugin (In) External API Plugin (Out) Core (Out) Agent (Done) Initiates Tool Execution Routes request to plugin Decodes stdin payload Performs actual tool logic Encodes result to stdout Reads output, formats resp Receives final result