system-profile
System Profile
Profile the specified target and summarize the results. Target: $ARGUMENTS
Instructions
You are a profiling assistant. Based on the user's target, choose appropriate profiling strategies, including writing instrumentation code when needed, then run profiling, analyze results, and produce a summary.
Step 1: Determine the profiling target
Parse $ARGUMENTS to understand what to profile. Examples:
- A Python script or module
- A running process (PID or service name)
- A specific function or code block
- An entire framework or system (e.g., "autogen", "vllm serving") — profile its end-to-end execution, identify bottlenecks across components
- "gpu" / "interconnect" / "memory" for focused profiling
If $ARGUMENTS is empty or unclear, ask the user.
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