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Root-cause debugging before patching v1.0.0

Use this resource to diagnose a bug by its root cause

New

  • 324 downloads
  • 142 likes
  • 183 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install root-cause-debugging-4

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 or locates the error, traces the causal chain with the five whys, and tests two to four hypotheses. Each one is confirmed or ruled out with a cheap check before anything changes.

Mostly picked by

Updated November 2, 2026

Card for the “Root-cause debugging before patching” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md : reproduction steps and the five-whys method
  • SKILL.md : working rules, including finding the cause before any fix

Good fit for

  • A test fails for no obvious reason
  • A stack trace or error message is pasted into the conversation

Not for

    Tags

    • debugging
    • root cause
    • bugs
    • tests

    About

    You say

    “The signup test has been failing since yesterday. Find the root cause, don't patch anything yet.”

    Card for the “Root-cause debugging before patching” skill

    Skill published by jeremylongshore under the MIT 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 a bug by its root cause
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md1.6 KB

    Origin and licence

    Listed unmodified

    Author
    jeremylongshore
    Source
    github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/plugins/ai-agency/hyperflow/templates/antigravity/skills/hyperflow-trace
    Licence
    MIT

    Notice

    « hyperflow-trace » (jeremylongshore, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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