profiling-methodology-designer - Design evidence-based profiling investigations
Designs profiling methods to attribute time or memory to layers and code paths without running profilers or fixing issues.
Tags
Updated: 2026-09-29Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Pin performance symptoms quantitatively
- Select profiler classes by layer
- Define representative measurement conditions
- Design hypothesis-driven narrowing loops
- Set differential profiling baselines
- Map evidence-based handoffs
- Specify attribution report formats
- State production profiling posture
Inputs
- Symptom evidence
- Runtime topology
- Existing instrumentation
- Profiler attachment environments
- Representative data volumes
- Reproduction load sources
Outputs
- Profiling methodology
- Attribution report design
- Profiler selection
- Measurement conditions
- Narrowing loop
- Baseline profile conventions
- Handoff map
- Production profiling posture
Requirements
- Human approval for production profiling
- Profiler support for target runtime
- Access to representative load and data