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Defect prediction and root cause analysis v1.0.0

Use this resource to predict likely defects and find their root cause

New

  • 452 downloads
  • 205 likes
  • 158 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install defect-prediction-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 assesses the riskiest changes, looks for failure patterns over a period and runs a root cause analysis. You get the areas to test first and the recurring defect patterns.

Mostly picked by

Updated November 2, 2026

Card for the “Defect prediction and root cause analysis” skill

Details

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

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What you get

  • SKILL.md : prediction from recent changes
  • SKILL.md : failure pattern and root cause analysis

Good fit for

  • Defects keep coming back in the same modules
  • You want to prioritise tests on risky changes

Not for

    Tags

    • defects
    • prediction
    • root cause
    • quality

    About

    You say

    “Predict the likely defects in the last five commits and list this quarter's failure patterns.”

    Card for the “Defect prediction and root cause analysis” skill

    Skill published by proffesor-for-testing 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 predict likely defects and find their root cause
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md4.6 KB

    Origin and licence

    Listed unmodified

    Author
    proffesor-for-testing
    Source
    github.com/proffesor-for-testing/agentic-qe/tree/b177b2315521376b83f2eed40e4994fd7581d067/.kiro/skills/qe-defect-intelligence
    Licence
    MIT

    Notice

    « qe-defect-intelligence » (proffesor-for-testing, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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