# Sagemaker Troubleshooting

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- Skill: `aws-samples/sagemaker-troubleshooting` (Agent Skill)
- Install (CLI): `npx skillmds@latest add aws-samples/sagemaker-troubleshooting`
- Raw SKILL.md: https://api.skillmd.com/api/skills/aws-samples/sagemaker-troubleshooting/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: aws-samples (https://skillmd.com/u/aws-samples)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/aws-samples/sagemaker-troubleshooting

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---
name: sagemaker-diagnostics
version: "1.0.0"
last_updated: "2025-04-12"
description: >
  Use this skill to investigate and troubleshoot Amazon SageMaker problems
  by analyzing training job failures, endpoint deployment issues, model
  artifacts, instance problems, VPC configuration, IAM roles, spot
  training interruptions, multi-model endpoints, notebook instances,
  Studio domains, pipeline steps, and inference performance. Activate
  when: training job failures, OOM errors, timeout issues, spot
  interruptions, endpoint deployment failures, invocati