Run an evidence-gated optimization loop on a program using the profiler MCP servers — baseline, change, re-profile, compare, keep or revert. Use when asked to "make it faster", optimize a hotspot, or validate a performance change.
Profile a program's CPU hotspots with the vtune or uprof MCP server and interpret the results. Use when asked to find hotspots, profile a binary, or explain where CPU time goes.
Run, extend, or debug this repo's self-test pyramid — unit tests, in-memory MCP tests, stdio smoke, mock ground-truth e2e, and the agentic self-test workflow. Use for "run the self tests", "is the project healthy", or after changing server/mock/parser code.
Claude Code instructions for Stankye/profiler-mcp, covering profiler-mcp, commands, load-bearing invariants, architecture in one breath and self-testing.