Collected sources and patterns will appear here. Add from search or the patterns library.
CommandString -> ExecutionResult
Execute a generated shell command in the local system after prompting the user for manual validation and confirmation.
Problem it solves
Executing raw LLM-generated shell commands directly is unsafe and can lead to accidental data loss or security breaches.
Consumes
Emits
The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.