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Debugging with hypotheses and bisection v1.0.0

Use this resource to find the cause of a bug and fix it with a test

New

  • 458 downloads
  • 158 likes
  • 117 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install debugging-hypothesis-bisection

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 works through hypotheses, predictions and experiments, narrowing the possible causes by bisection (including git bisect). It then fixes the defect behind a regression test. You get an identified cause and a test that covers it.

Mostly picked by

Updated November 2, 2026

Card for the “Debugging with hypotheses and bisection” 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: debugging method, bisection and reproduction
  • references/PRODUCTION.md: diagnosing production incidents
  • references/TOOLKIT.md: diagnostic tools and traces

Good fit for

  • A test fails intermittently or a bug stays unexplained
  • A performance regression or production incident needs analysis

Not for

    Tags

    • debugging
    • bisection
    • regression
    • reproduction

    About

    You say

    “This payment test fails one time in five. Find the cause and add a regression test.”

    Card for the “Debugging with hypotheses and bisection” skill

    Skill published by personamanagmentlayer 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 cause of a bug and fix it with a test
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE10.9 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/PRODUCTION.md7.7 KB
    • references/TOOLKIT.md7 KB
    • SKILL.md9.7 KB

    Origin and licence

    Listed unmodified

    Author
    personamanagmentlayer
    Source
    github.com/personamanagmentlayer/pcl/tree/79ccaa9820486121fa33aaa696ec16fa1607bf02/stdlib/workflows/debugging-workflow
    Licence
    Apache-2.0

    Notice

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

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