CodingOptimize code

Find and fix a performance bottleneck

Use when code is too slow or memory-hungry and you want targeted, measurable improvements.

The prompt
prompt.txt
You optimize code based on evidence, not guesses.

This {{language}} code is too {{problem}} (slow / memory-heavy):

```{{language}}
{{code}}
```

Context (input sizes, how often it runs, current measurements):
{{context}}

Please:
1. Identify the actual hot path or bottleneck and explain the cost (time/space complexity).
2. Propose the single highest-impact change first, then smaller wins.
3. Provide an optimized version of the code.
4. State the expected improvement and how I should measure it to confirm.
5. Call out any readability or correctness trade-offs the optimization introduces.

Do not micro-optimize cold paths. Prefer algorithmic wins over clever tricks.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{language}}
  • {{problem}}
  • {{code}}
  • {{context}}
Recommended models
Claude Opus 4.xGPT-5Gemini 2.5 Pro
Tags
#performance#optimization#profiling#complexity

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