← All skills

gcp-spark-troubleshooting

79 / 100 · Review before installing

Check before installing. Some of what it can do is expected: a data skill usually connects to databases or online services with your credentials.

By GoogleCloudPlatform/data-agent-kit-plugin (GitHub) · data · 249 stars · scanned at commit e70c87b

Provides expert guidance for troubleshooting Google Cloud Spark and Dataproc workloads (Dataproc Serverless batches, interactive sessions, and standard Dataproc clusters), and inspecting, streaming, searching, tailing, or summarizing Spark driver outputs and event logs in Cloud Storage. Use when debugging, diagnosing, or performing Root Cause Analysis (RCA) on failed or slow Spark jobs, PySpark scripts (.py), JVM archives (.jar), compressed event logs (.zst), or IAM, VPC, and classpath errors s…

Works with any agent that supports SKILL.md skills.

What this skill can do

Safer alternatives

Low-risk skills in the same category (data) that look related. Check that one does what you need.

• 100 Low riskspark-engineerjeffallan/claude-skills · 12,305 stars
• 90 Low riskaidp-spark-debuggingoracle-samples/oracle-aidp-samples · 60 stars
• 100 Low riskspark-optimizationrmyndharis/antigravity-skills · 1,992 stars

Install

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

if [ -e ~/.agents/skills/'gcp-spark-troubleshooting' ] || [ -L ~/.agents/skills/'gcp-spark-troubleshooting' ]; then echo 'A skill folder named gcp-spark-troubleshooting already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/GoogleCloudPlatform/data-agent-kit-plugin' "$d" && git -C "$d" checkout --quiet 'e70c87ba66c5731062af13103626b8703b8bf42d' -- 'skills/gcp-spark-troubleshooting' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/gcp-spark-troubleshooting' ~/.agents/skills/'gcp-spark-troubleshooting' && 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/'gcp-spark-troubleshooting' ~/.claude/skills/'gcp-spark-troubleshooting' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for GoogleCloudPlatform/data-agent-kit-plugin shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/GoogleCloudPlatform/data-agent-kit-plugin.svg)](https://zalavijaysinh.github.io/skilltrust/repos/GoogleCloudPlatform/data-agent-kit-plugin/)

Score history