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Refine code in plan, code, evaluate cycles v1.0.0

Use this resource to raise the quality of a complex coding task through verification cycles

New

  • 315 downloads
  • 225 likes
  • 181 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install iterative-code-refinement-loop

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 plans, codes and then evaluates each cycle with ruff (lint and format), pytest when tests exist, and a structured self-evaluation. It diagnoses failures and refines the code phase by phase toward production quality.

Mostly picked by

Updated November 2, 2026

Card for the “Refine code in plan, code, evaluate cycles” 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: plan, code, evaluate loop and phase decomposition
  • assets/iteration-log-template.md: iteration log
  • references/evaluation-protocol.md: evaluation protocol

Good fit for

  • A task touches five or more files and must be reliable
  • You want code checked by lint and tests before delivery

Not for

    Tags

    • code
    • iteration
    • lint
    • tests

    About

    You say

    “Implement this module in more-effort mode and make ruff and pytest pass before you finish.”

    Card for the “Refine code in plan, code, evaluate cycles” skill

    Skill published by evoscientist 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 raise the quality of a complex coding task through verification cycles
    3. Review and adjust the result

    Content preview

    Files

    • assets/iteration-log-template.md0.6 KB
    • LICENSE11.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/evaluation-protocol.md3.8 KB
    • SKILL.md9.8 KB

    Origin and licence

    Listed unmodified

    Author
    evoscientist
    Source
    github.com/evoscientist/evoskills/tree/4889c2270af5f9a7658bb6a6709bf37040902006/skills/experiment-iterative-coder
    Licence
    Apache-2.0

    Notice

    « experiment-iterative-coder » (evoscientist, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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