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Python scripts without memory leaks under systemd v1.0.0

Use this resource to prevent memory leaks in long-running Python scripts under systemd

New

  • 367 downloads
  • 130 likes
  • 184 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install memory-safe-python-scripts

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 reviews your Python scripts that loop or run in parallel and applies seven patterns: allocator purge, HTTP response lifecycle, explicit object deletion and garbage collection cadence. You get targeted fixes to limit resident memory and out-of-memory kills.

Mostly picked by

Updated November 2, 2026

Card for the “Python scripts without memory leaks under systemd” skill

Details

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

Similar resources

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What you get

  • SKILL.md: the seven patterns with correct and incorrect examples
  • SKILL.md: garbage collection cadence and object deletion

Good fit for

  • An ETL or download script keeps growing in memory
  • A systemd service is killed by MemoryMax

Not for

    Tags

    • python
    • memory
    • systemd
    • oom

    About

    You say

    “Review my download script: memory keeps growing on each loop.”

    Card for the “Python scripts without memory leaks under systemd” skill

    Skill published by terrylica 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 prevent memory leaks in long-running Python scripts under systemd
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.8 KB

    Origin and licence

    Listed unmodified

    Author
    terrylica
    Source
    github.com/terrylica/cc-skills/tree/0ca36f7260a3eb5de13a1b684509c4ecd5fe819b/plugins/devops-tools/skills/python-memory-safe-scripts
    Licence
    MIT

    Notice

    « python-memory-safe-scripts » (terrylica, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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