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gke-ai-troubleshooting-tpu-mxla-hang

97 / 100 · Low risk

Fine to try.

By google/skills (GitHub) · data · 24,178 stars · scanned at commit 67c4dbc

Diagnose GKE Cloud TPU multi-slice training hangs (Megascale `HANG_DETECTED` logs and hang monitored events) using the ML Diagnostics `Megascale XLA (MXLA) Hang Analyzer` (`gcloud alpha mldiagnostics monitored-events`) and 1-minute Cloud Monitoring multi-slice latency metrics (`kubernetes.io/container/multislice/*`). Distinguishes XLA compiler/HLO launch divergence and host data-input stalls from TPU chip, SparseCore, ICI, or network fabric faults. Use when multi-slice TPU training jobs freeze …

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'gke-ai-troubleshooting-tpu-mxla-hang' ] || [ -L ~/.agents/skills/'gke-ai-troubleshooting-tpu-mxla-hang' ]; then echo 'A skill folder named gke-ai-troubleshooting-tpu-mxla-hang already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/google/skills' "$d" && git -C "$d" checkout --quiet '67c4dbc8ff6313ef117d938e53bb21315fc281ae' -- 'skills/cloud/gke-ai-troubleshooting-tpu-mxla-hang' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/cloud/gke-ai-troubleshooting-tpu-mxla-hang' ~/.agents/skills/'gke-ai-troubleshooting-tpu-mxla-hang' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'gke-ai-troubleshooting-tpu-mxla-hang' ~/.claude/skills/'gke-ai-troubleshooting-tpu-mxla-hang' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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