Use when a Spark job/notebook is slow, missing an SLA, spilling, OOMing, generating too many small files, or shuffling/skewing heavily; when reviewing Spark/PySpark code or a Spark UI for performance; or before running a large Spark workload.
Install
npx skills add oracle-samples/oracle-aidp-samples --skill aidp-spark-optimizationnpx skills add oracle-samples/oracle-aidp-samples --skill aidp-spark-optimization -a claude-code -gnpx skills add oracle-samples/oracle-aidp-samples --skill aidp-spark-optimization -a codex -ggemini skills install https://github.com/oracle-samples/oracle-aidp-samples.git --path ai/claude-code-plugins/oracle-ai-data-platform-workbench-engineer-agent/skills/aidp-spark-optimizationgh skill install oracle-samples/oracle-aidp-samples aidp-spark-optimizationgit clone --depth 1 https://github.com/oracle-samples/oracle-aidp-samples /tmp/oracle-samples__oracle-aidp-samples
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/oracle-samples__oracle-aidp-samples/ai/claude-code-plugins/oracle-ai-data-platform-workbench-engineer-agent/skills/aidp-spark-optimization ~/.claude/skills/aidp-spark-optimization # Claude Code
cp -R /tmp/oracle-samples__oracle-aidp-samples/ai/claude-code-plugins/oracle-ai-data-platform-workbench-engineer-agent/skills/aidp-spark-optimization ~/.agents/skills/aidp-spark-optimization # Codex, Cursor, Gemini CLI, Copilot, OpenCode