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Systematic diagnosis of software failures v1.0.0

Use this resource to diagnose a software failure in a systematic way

New

  • 425 downloads
  • 149 likes
  • 205 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install systematic-bug-diagnosis-2

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 collects observability data, ranks hypotheses by likelihood and proposes targeted instrumentation. You get a root cause analysis and production-safe techniques.

Mostly picked by

Updated November 2, 2026

Card for the “Systematic diagnosis of software failures” skill

Details

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

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What you get

  • SKILL.md: initial triage, data collection and hypothesis generation
  • SKILL.md: strategy selection, targeted instrumentation and root cause analysis

Good fit for

  • The cause of a bug is not obvious
  • An intermittent problem resists the first attempts

Not for

    Tags

    • debugging
    • hypotheses
    • observability

    About

    You say

    “Our CSV export fails one time in ten without an error message: help me find the cause.”

    Card for the “Systematic diagnosis of software failures” skill

    Skill published by rmyndharis 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 software failure in a systematic way
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md6.2 KB

    Origin and licence

    Listed unmodified

    Author
    rmyndharis
    Source
    github.com/rmyndharis/antigravity-skills/tree/364ea63c190fcf7cac035f7fa91f0406fa392584/skills/debugging-toolkit-smart-debug
    Licence
    MIT

    Notice

    « debugging-toolkit-smart-debug » (rmyndharis, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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