Individual skill
spark-cli
Author, run and diagnose Fabric Spark: notebook cell code (%%configure, %%sql, PySpark, notebookutils), named notebook runs, Livy-session ad-hoc calculations, Spark failure triage, and the whole Materialized Lake View lifecycle -- definition, incremental-refresh readiness review, schedules, refresh jobs, run history and refresh-failure diagnosis. KQL materialized views are eventhouse-cli. Triggers:write notebook code,run notebook,notebookutils,create a Livy session,failed notebook,Spark OOM,create materialized lake view,schedule MLV,diagnose MLV refresh failure
harness/claude-code/plugins/fabric-agentic-plugin/skills/fabric-agentic-platform/references/skills/spark-cli/SKILL.md
Source commit 1672ec1d9bb3181ab61cb96002688c6a3624fc48
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 21
- Repository last updated
- Sep 18, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- ai-agents Repository topic
- automation Repository topic
- awesome-list Repository topic
- claude-code Repository topic
- copilot-cli Repository topic
- developer-tools Repository topic
- github-copilot Repository topic
- mcp Repository topic
- plugins Repository topic
- data Derived category
- data-databases Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 10,529 bytesreferences/authoring.mddoc · 33,712 bytesreferences/authoring/resources/data-engineering-patterns.mddoc · 24,919 bytesreferences/authoring/resources/development-workflow.mddoc · 7,619 bytesreferences/authoring/resources/infrastructure-orchestration.mddoc · 10,693 bytesreferences/authoring/resources/materialized-lake-view-patterns.mddoc · 20,548 bytesreferences/authoring/resources/mlv-incremental-refresh-patterns.mddoc · 11,720 bytesreferences/authoring/resources/notebook-api-operations.mddoc · 14,521 bytesreferences/consumption.mddoc · 12,615 bytesreferences/mlv.mddoc · 33,576 bytesreferences/operations.mddoc · 20,800 bytesreferences/operations/automated-diagnostic-workflow.mddoc · 12,985 bytesreferences/operations/diagnostic-workflow.mddoc · 7,479 bytesreferences/operations/job-diagnostics.mddoc · 18,151 bytesreferences/operations/jobinsight-api.mddoc · 7,411 bytesreferences/operations/performance-patterns.mddoc · 17,778 bytesreferences/operations/pipeline-diagnosis.mddoc · 21,273 bytesreferences/operations/session-health.mddoc · 8,882 bytesreferences/operations/spark-history-server.mddoc · 6,646 bytes
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