zephyr-debugger
OfficialDebug Zephyr pipeline issues
Authormarin-community
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps diagnose and resolve issues within Zephyr pipeline executions, specifically addressing problems like stuck stages, slow-performing tasks (stragglers), and idle worker processes.
Core Features & Use Cases
- Pipeline Monitoring: Provides tools to inspect the state and logs of Zephyr coordinator and worker processes.
- Straggler Detection: Identifies tasks that are taking an unusually long time to complete, hindering pipeline progress.
- Resource Analysis: Offers methods to profile CPU, memory, and thread usage on workers and tasks to pinpoint performance bottlenecks.
- Use Case: When a Zephyr data processing pipeline is running much slower than expected or has completely stalled, this Skill can be used to identify which specific stage or task is causing the delay and why.
Quick Start
Use the zephyr-debugger skill to get the job logs for job ID 'example-job-123'.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: zephyr-debugger Download link: https://github.com/marin-community/marin/archive/main.zip#zephyr-debugger Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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