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Diagnose and fix a bug by reproducing it v1.0.0

Use this resource to diagnose and fix a bug by reproducing it before any change

New

  • 586 downloads
  • 137 likes
  • 208 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install bug-reproduction-and-fix

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 reproduces the failing behavior, reduces the case to a minimum, states hypotheses and checks them with instrumentation. It applies a targeted fix, then adds a regression test. You get a fixed and demonstrated bug.

Mostly picked by

Updated November 2, 2026

Card for the “Diagnose and fix a bug by reproducing it” 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: reproduction, reduction and hypothesis steps
  • SKILL.md: instrumentation and targeted fix
  • SKILL.md: regression tests to add

Good fit for

  • A test fails for no obvious reason
  • A workflow stops now and then with no reproducible error

Not for

    Tags

    • bug
    • debugging
    • reproduction
    • regression
    • test

    About

    You say

    “This export test fails intermittently, reproduce it and fix the cause.”

    Card for the “Diagnose and fix a bug by reproducing it” skill

    Skill published by stark-ai-de 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 diagnose and fix a bug by reproducing it before any change
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md3.2 KB

    Origin and licence

    Listed unmodified

    Author
    stark-ai-de
    Source
    github.com/stark-ai-de/agent-skills/tree/4e337312546c426e7995bc7da15d53c1d5a5ca6b/incubator/skills/engineering-workflows/debugging-diagnosis
    Licence
    Apache-2.0

    Notice

    « debugging-diagnosis » (stark-ai-de, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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