optimizing-critical-paths

What problem does it solve?

This skill helps teams enforce a measurement-first workflow for performance optimization, ensuring changes are data-driven rather than intuition-based.

Core Features & Use Cases

• Mandatory measurement gate: Stage 1 must be completed with profiling data before optimization.
• Fundamental fixes first: Evaluate caches, algorithms, bypassing layers before code changes.
• Anti-rationalization & safety rails: Includes an anti-rationalization table to mitigate bias and pressure tactics.
• End-to-end workflow: Measure -> Identify -> Fix -> Verify for performance bottlenecks.
• Use Case: A developer notices a slow hotspot and uses the skill to measure first, confirm bottlenecks, and verify improvements with measurements.

Quick Start

Measure the current performance first, then identify bottlenecks, implement a data-backed fix, and re-measure to verify improvements.