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roshankodiroshankodi/agent-skills/skills/python-performance-optimization/SKILL.md

python-performance-optimization

Skill2 starsChanged 50 days agoNo licenceView on GitHub

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

22 other projects use a version of this, 16 of them edited; 1 new project in the last 4 weeks, against 1 the 4 before.

Adopted by

Steady: 1 new project took it in the last 4 weeks, 1× the 4 weeks before.thin data

Week of Sep 13: 0 new projectsWeek of Sep 20: 1 new projectWeek of Sep 27: 0 new projectsWeek of Oct 4: 0 new projectsWeek of Oct 11: 0 new projectsWeek of Oct 18: 0 new projectsWeek of Oct 25: 0 new projectsWeek of Nov 1: 1 new project
Sep 2026Oct 2026Nov 2026
New projects taking a version of this file each week, over the 8 weeks our latest run read: only 2 in all, so this is a hint, not a trend.

Most recently taken up by

Used with

Projects with it also use python-anti-patterns, python-resource-management and 4 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • CodeWithBehnamSkill

    python-anti-patterns

    Common Python anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.

    Also in 5 projects that use this

  • Aver005Skill

    python-resource-management

    Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.

    Also in 4 projects that use this

  • justanestaSkill

    python-error-handling

    Python error handling and debugging. Use this skill when implementing error handling, designing exception hierarchies, debugging issues, or adding logging. Covers exception patterns, custom exceptions, logging with structlog, debugging tools, and error recovery.

    Also in 3 projects that use this

  • Aver005Skill

    python-project-structure

    Python project organization, module architecture, and public API design. Use when setting up new projects, organizing modules, defining public interfaces with __all__, or planning directory layouts.

    Also in 3 projects that use this

  • xfstudioSkill

    bash-defensive-patterns

    Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.

    Also in 3 projects that use this

  • +1 more from Aver005

The file

We split this skill into the rules it gives an agent

6 rules. 2 are common, 4 are distinctive, and 0 are very specific to this project.

  • 2

    Common

    Most of the 16 edited versions we read keep these.

  • 4

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 16 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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  • It worked
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What did you use it for? e.g. Reviewing pull requests in a Rails app

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