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Systematic debugging: hypotheses, experiments, root cause v1.0.0

Use this resource to find the root cause of a bug through hypotheses and experiments

New

  • 376 downloads
  • 213 likes
  • 127 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install systematic-debugging-root-cause

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 forms hypotheses, designs experiments to test them and isolates the problem before fixing it. You get an identified cause, its evidence and the proposed fix.

Mostly picked by

Updated November 2, 2026

Card for the “Systematic debugging: hypotheses, experiments, root cause” 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: agent role and debugging method
  • references/patterns.md: hypothesis and experiment patterns
  • references/sharp_edges.md: diagnostic traps and their causes

Good fit for

  • A bug only appears on some machines
  • You have tried several fixes without finding the cause

Not for

    Tags

    • debugging
    • root cause
    • hypotheses
    • bug
    • diagnosis

    About

    You say

    “My form sends the order twice, only in production: help me find the cause.”

    Card for the “Systematic debugging: hypotheses, experiments, root cause” skill

    Skill published by omer-metin 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 find the root cause of a bug through hypotheses and experiments
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/patterns.md9.3 KB
    • references/sharp_edges.md15.8 KB
    • references/validations.md6.5 KB
    • SKILL.md2.6 KB

    Origin and licence

    Listed unmodified

    Author
    omer-metin
    Source
    github.com/omer-metin/skills-for-antigravity/tree/e8dcf4e8737921a10088bd5c9eb65e81f74c051f/skills/debugging-master
    Licence
    Apache-2.0

    Notice

    « debugging-master » (omer-metin, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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