Skill audit report
Execute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions with full Delta table access. Automatically invoke when the user asks to "run PySpark in Fabric", "create a Livy session", "execute Python on Fabric compute", "run Spark without a notebook", "submit code to Fabric", "ephemeral Spark execution", "run ETL in Fabric".
OpenAgentSkill Trust Score
The Trust Score helps an agent decide whether a skill is safe enough to shortlist before installation.
GitHub adoption
INFO76
893 GitHub stars
Stars/forks activity
INFO71
893 stars, 131 forks; issue activity unavailable in current metadata
Recent maintenance
PASS88
1mo since push
License clarity
PASS86
GPL-3.0
README/SKILL.md completeness
PASS86
Metadata includes enough usage and workflow context
Dependency/runtime risk
FAIL28
command execution surface, credential or environment access
Install availability
PASS92
npx skills add data-goblin/power-bi-agentic-development --skill executing-spark
Install command safety
PASS92
standard package or runtime install path
Permission surface
FAIL18
secrets or environment access, shell or command execution
Repository evidence
PASS86
https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/etl/skills/executing-spark
Review status
INFO66
AI review data available
Agent Proven outcomes
INFO54
No agent outcome data yet
Checks
Install path
92
npx skills add data-goblin/power-bi-agentic-development --skill executing-spark
Repository
88
https://github.com/data-goblin/power-bi-agentic-development/tree/main/plugins/etl/skills/executing-spark
License
86
GPL-3.0
Maintenance
88
1mo since push
AI review
55
The skill relies on the Azure CLI being installed and authenticated, which is a prerequisite but not always available in agent environments.
README/SKILL.md completeness
86
Usable description available
Dependency risk
28
command execution surface, credential or environment access
Install command safety
92
standard package or runtime install path
Permission surface
18
secrets or environment access, shell or command execution
Stars/forks activity
71
893 stars, 131 forks; issue activity unavailable in current metadata
Adoption
88
893 GitHub stars
Warnings
Method
This report combines public metadata, AI review output, repository freshness, install readiness, OpenAgentSkill events, quality scoring, trust checks, and the agent safety gate. It is not a full source-code security review.
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