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Debug with execution logs v1.0.0

Use this resource to find the cause of a bug from execution logs instead of guessing

New

  • 307 downloads
  • 186 likes
  • 187 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install evidence-based-debugging-logs

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 sets three to five hypotheses, adds NDJSON logs to the code, asks you to reproduce the bug, reads the logs, then iterates until a cause is proven by cited log lines. You get a proven cause before any fix.

Mostly picked by

Updated November 2, 2026

Card for the “Debug with execution logs” skill

Details

Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: step-by-step method, from the log server to log review
  • SKILL.md: log format and the server API reference

Good fit for

  • A bug only appears in a specific scenario
  • An earlier fix did not solve the problem

Not for

    Tags

    • debugging
    • logs
    • hypotheses
    • evidence

    About

    You say

    “An export sometimes fails: propose hypotheses, instrument the code and analyze the logs after a reproduction.”

    Card for the “Debug with execution logs” skill

    Skill published by millionco 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 bug from execution logs instead of guessing
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE4.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md10.4 KB

    Origin and licence

    Listed unmodified

    Author
    millionco
    Source
    github.com/millionco/expect/tree/39e97500725783490136a8fc7040e6e4dbaafa44/.agents/skills/debug-agent
    Licence
    MIT

    Notice

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

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