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Autonomous debugging checked by real commands v1.0.0

Use this resource to identify and fix a bug by checking each hypothesis with a real command

New

  • 596 downloads
  • 138 likes
  • 111 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install autonomous-debug-command-validation

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 the symptom, states a hypothesis, checks it with a real command and repeats until it finds the cause. It fixes the bug, reruns the checks and verifies there are no regressions. Results are never simulated.

Mostly picked by

Updated November 2, 2026

Card for the “Autonomous debugging checked by 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: reproduction, hypothesis, fix and verification phases
  • SKILL.md: rules for validating with real commands

Good fit for

  • A bug vanishes when you read the code but returns at runtime
  • You want a trace of every hypothesis tested

Not for

    Tags

    • debugging
    • hypotheses
    • commands
    • validation

    About

    You say

    “Offline mode doesn't sync: reproduce the bug and check each hypothesis with a command.”

    Card for the “Autonomous debugging checked by 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 identify and fix a bug by checking each hypothesis with a real command
    3. Review and adjust the result

    Content preview

    Files

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

    Origin and licence

    Listed unmodified

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

    Notice

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

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