Code Performance Optimization Analyzer

Analyzes code to identify performance bottlenecks and suggests optimizations based on specific constraints.

Prompt Template

Analyze the following {{Language:[programming_languages]}} code for performance optimization opportunities.

Code context:
{{Code: if used in an AI agent use the current project}}

Current issues: {{Current Issues: e.g. High CPU usage during loop iteration}}
Constraints: {{Constraints: e.g. 512MB memory limit, <200ms response time}}

Please suggest the following, taking the constraints into account:
- Algorithm improvements
- Data structure optimizations
- Caching strategies
- Database query optimizations
- Time/space complexity analysis (Big O notation)

Prompt Guide

Best For

  • Starting from a structured, reusable prompt instead of a blank chat.
  • Adapting the prompt to your own inputs while keeping the original intent intact.
  • Workflows related to Software Development.

How To Use It

  1. Copy the full prompt template.
  2. Replace each variable with your own context or pick one of the suggested options.
  3. Paste the completed prompt into ChatGPT, Claude, Gemini, or another AI assistant.

Variables In This Prompt

Language Predefined list

[programming_languages]

Code

if used in an AI agent use the current project

Current Issues

e.g. High CPU usage during loop iteration

Constraints

e.g. 512MB memory limit, <200ms response time

Example Starting Point

Analyze the following [programming_languages] code for performance optimization opportunities.

Code context:
if used in an AI agent use the current project

Current issues: e.g. High CPU usage during loop iteration
Constraints: e.g. 512MB memory limit

Please suggest the following, taking the constraints into account:
- Algorithm improvements
- Data structure optimizations
- Caching strategies
- Database query optimizations
- Time/space complexity analysis (Big O notation)

How Variables Work

Variable Syntax

Variables are wrapped in {{ and }} and follow this pattern:

{{variable name: option1, option2, option3 }}

Predefined Variables

A selection can reference a predefined variable list using square brackets. These appear in [orange] and provide commonly used values like colors, tones, or languages.

{{Tone: [tones] }}

Custom Selection Lists

You can also provide an inline list of choices separated by commas.

{{Format: bullet points, paragraphs, numbered list }}
💡

Tip: You don't need the PUCO app to use these prompts! Simply copy the template and replace each {{…}} section with your own text directly in ChatGPT, Claude, Gemini, or any other AI assistant.

Use this prompt in seconds — not minutes

Install PUCO for Mac: press a hotkey in any app, fill a smart form, paste into ChatGPT, Claude or Gemini. Every variable becomes a curated dropdown. Your last values are remembered.

Download on the Mac App Store