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Performance doctor for AI coding agents. Finds O(n^2) loops, N+1 queries, sequential awaits, quadratic accumulation, and render-path hotspots; ranks the functions most likely to be slow; confirms with profilers and growth benchmarks. Produces safe optimization reports.
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Find performance bottlenecks and inefficient algorithms, ranked by function. Finds nested loops, N+1 queries, sequential awaits, spread/concat accumulation, sorts inside loops, .includes() instead of Set, pandas row loops, and render-path transforms, then confirms with profilers and growth benchmarks. Report only by default — no files touched unless you ask.
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