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Reduce the complexity of existing code v1.0.0

Use this resource to lower the algorithmic complexity of existing code without changing its semantics

New

  • 324 downloads
  • 153 likes
  • 221 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install big-o-refactoring-playbook

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 applies one transformation at a time (nested loops, repeated lookups, wasteful allocations), then checks the tests and reverts on failure. You get a justified change, not a risky rewrite.

Mostly picked by

Updated November 2, 2026

Card for the “Reduce the complexity of existing code” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: transformation rules for time and space complexity
  • SKILL.md: workflow with verification and a worked example

Good fit for

  • A lookup function slows down as the data grows
  • You want to optimize without changing expected behavior

Not for

    Tags

    • complexity
    • big-o
    • performance
    • refactoring
    • algorithms

    About

    You say

    “Reduce the complexity of this function that compares every row with every other row, with green tests at each step.”

    Card for the “Reduce the complexity of existing code” skill

    Skill published by morsechimwai under the Apache-2.0 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 lower the algorithmic complexity of existing code without changing its semantics
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md16 KB

    Origin and licence

    Listed unmodified

    Author
    morsechimwai
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/complexity-cuts
    Licence
    Apache-2.0

    Notice

    « complexity-cuts » (morsechimwai, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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