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Debug by testing hypotheses on real commands v1.0.0

Use this resource to find the cause of a failing test or runtime error through successive hypotheses

New

  • 321 downloads
  • 132 likes
  • 121 saves

Free

Install with the CLI

In a terminal, from the folder you want:

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

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 runs the command that shows the bug, states a precise hypothesis and tests it with a real command, for up to five iterations. It then fixes, verifies and runs regression tests. It does not guess or simulate results.

Mostly picked by

Updated November 2, 2026

Card for the “Debug by testing hypotheses on real commands” skill

Details

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

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What you get

  • SKILL.md: five phases, from reproduction to regression check
  • SKILL.md: working rules, with no simulated results and no guessed fixes

Good fit for

  • A test fails for no obvious reason
  • A bug only appears under certain conditions

Not for

    Tags

    • debugging
    • tests
    • hypotheses
    • regression

    About

    You say

    “The billing test has failed since yesterday: reproduce it, test your hypotheses and fix it.”

    Card for the “Debug by testing hypotheses on real commands” 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 find the cause of a failing test or runtime error through successive hypotheses
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md2.2 KB

    Origin and licence

    Listed unmodified

    Author
    proffesor-for-testing
    Source
    github.com/proffesor-for-testing/agentic-qe/tree/b177b2315521376b83f2eed40e4994fd7581d067/assets/skills/debug-loop
    Licence
    MIT

    Notice

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

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