Complexity Optimizer

Find algorithmic complexity hotspots in a codebase and produce a structured report. Optionally implement low-risk optimizations after explicit consent.

When to Apply

Use this skill when the user asks to:

• Analyze, audit, scan, or review a codebase for performance hotspots or algorithmic complexity
• Find inefficient loops, nested iteration, N+1 queries, sort-in-loop, render-path recomputation
• Reduce complexity (e.g. O(n^2) → O(n log n) or O(n))
• "Give me a report" on a codebase's complexity profile

Do not use this skill for:

• Micro-optimizations on cold code paths
• Memory tuning (this skill targets time complexity, not allocation profiles)
• Code style refactoring unrelated to complexity

Workflow Overview