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Python profiling and optimisation v1.0.0

Use this resource to profile and optimise slow or memory-hungry Python code

New

  • 471 downloads
  • 166 likes
  • 182 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install python-performance-profiling

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent measures the code with cProfile, timeit and memory profilers, finds the bottlenecks and proposes targeted fixes. It also points out common optimisation pitfalls. You get measurements before and after each change.

Mostly picked by

Updated November 2, 2026

Card for the “Python profiling and optimisation” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

    Good fit for

    • A Python script takes too long to run
    • The memory used by your Python service keeps growing

    Not for

      Tags

      • python
      • profiling
      • performance
      • memory

      About

      You say

      “Profile this import script: tell me what takes the most time and fix the first issue.”

      Card for the “Python profiling and optimisation” skill

      Skill published by wshobson under the MIT license, delivered in its original version.

      Show more

      How to use it

      1. Install the skill in your agent's skills folder
      2. Ask your agent to profile and optimise slow or memory-hungry Python code
      3. Review and adjust the result

      Content preview

      Files

      • LICENSE1.1 KB
      • NOTICE-PALATEKIT.md0.5 KB
      • references/advanced-patterns.md10.7 KB
      • references/details.md7.6 KB
      • SKILL.md3.3 KB

      Origin and licence

      Listed unmodified

      Author
      wshobson
      Source
      github.com/wshobson/agents/tree/0874a27b17a22e2b7c2e2bcd725768e0803cad06/plugins/python-development/skills/python-performance-optimization
      Licence
      MIT

      Notice

      « python-performance-optimization » (wshobson, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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