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MURAGE

An AI Chief of Staff and a team that does the work. Free and open source, from Ferrox Labs.

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© 2026 Ferrox Labs. Murage is open source under AGPL-3.0.
Software projects skills

Debug Production Issue

Orchestrates systematic production debugging from alert through root cause identification and resolution, chaining four engineering skills into a structured diagnostic pipeline.

Download Murage

Free and open source. macOS, Windows and Ubuntu.

Try it

Add the skill to a bot, then ask your Chief of Staff:

“Use the Debug Production Issue skill on this: [describe the job, or paste your notes].”

This workflow chains four atomic skills into a structured diagnostic process for production issues. It covers the path from initial alert or report through systematic investigation to confirmed root cause and verified resolution.

Skill Guard: clean

Scanned and clear. A bot can use it as soon as you add it.

Subject
Software projects
Level
advanced
License
Apache-2.0
devopstroubleshootingoptimizationstep-by-step

How to use it.

  1. 1

    Download Murage

    Free for Mac, Windows and Ubuntu.

  2. 2

    Add the skill

    Open Settings → Skills and switch on Debug Production Issue for any bot. Or ask your Chief of Staff to pick skills for a job.

  3. 3

    Give it a job

    The bot reads the skill when the job calls for it, and works the way it lays out.

Put this skill to work.

  • Release notesShip the feature and the announcement together.
  • Skill GuardEvery skill is scanned before a bot can use it.

Questions.

What is the Debug Production Issue skill?+

Orchestrates systematic production debugging from alert through root cause identification and resolution, chaining four engineering skills into a structured diagnostic pipeline.

How much does it cost?+

Nothing. It ships with Murage, which is free and open source. Your bots run on the AI plan you already have.

Can I change it?+

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

More software projects skills.

  • Build AI Powered FeatureWorkflow for integrating AI/ML capabilities into an existing product, from problem definition through data preparation, model selection and integration.
  • Build Chrome ExtensionStep-by-step workflow for building, publishing, and iterating on a Chrome browser extension.
  • Build Data PipelineComplete workflow for building a production-grade data pipeline from source identification through ingestion, transformation and warehousing.
  • Build Developer ToolsEnd-to-end workflow for building developer tools that developers actually want to use.
  • Build Feature End to EndOrchestrates the full software feature development lifecycle from specification through production deployment.
  • Build Mobile AppEnd-to-end mobile application development workflow from requirements analysis and system design through API development.

All software projects skills

Give your first job to Murage.

Download the free app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Free · Download Murage

No account needed · Runs on the AI plan you already pay for