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Python profiling: cProfile, memory and lines v1.0.0

Use this resource to find bottlenecks and memory leaks in a Python program

New

  • 406 downloads
  • 207 likes
  • 219 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install python-performance-profiling-2

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 runs cProfile on a script or module, sorts results with pstats, filters by module and tracks allocations with tracemalloc. You get the analysis commands and how to read cumulative and own times.

Mostly picked by

Updated November 2, 2026

Card for the “Python profiling: cProfile, memory and lines” skill

Details

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

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What you get

  • SKILL.md: cProfile, command line usage and sorting results
  • SKILL.md: pstats analysis, module filters and callers

Good fit for

  • A Python script takes too long to run
  • A Python process uses more and more memory

Not for

    Tags

    • python
    • profiling
    • cprofile
    • memory

    About

    You say

    “Profile my data import script and show me the ten most expensive functions by cumulative time.”

    Card for the “Python profiling: cProfile, memory and lines” skill

    Skill published by claude-dev-suite 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 find bottlenecks and memory leaks in a Python program
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md12.4 KB

    Origin and licence

    Listed unmodified

    Author
    claude-dev-suite
    Source
    github.com/claude-dev-suite/claude-dev-suite/tree/e10ab644ba43abe2abc923399226df4af7337214/skills/profiling/python
    Licence
    MIT

    Notice

    « python-profiling » (claude-dev-suite, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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