Collected sources and patterns will appear here. Add from search or the patterns library.
ToolCall -> ExecutionResult
Intercept agentic tool execution requests parsed from LLM completions, executing them on the system only after explicit user confirmation.
Problem it solves
Autonomous AI operations can perform hazardous actions or corrupt workspace states without supervision.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.