This lets you debug Python, C/C++, and Rust code through natural language commands instead of firing up a separate debugger. Set breakpoints, step through execution, and inspect variables by just saying what you want. It's opt-in by default because it spins up actual debugger processes (debugpy, lldb) and needs filesystem access, so you enable it when you're actually debugging rather than having it listen all the time. The intent detection is solid, it'll catch "set a breakpoint at line 42" or even "why isn't this awaiting properly" and kick off the right session. Requires dap-mcp server installed locally, but once that's set up it handles session management and timeouts automatically. Good for when you're iterating on a bug and don't want to context switch to your IDE.
npx skills add https://github.com/rysweet/amplihack --skill dynamic-debugger