debug-slow-spark-job Audit report.

Warnings

• Dependency or permission surface needs review
• Permission surface may require sandboxing
• Financial research output is not financial advice; require human review before any live investment decision
• SKILL.md says that when SPARK_HISTORY_URL is unset the agent should try localhost:18080/4040 and Spark config before asking the user, but spark_history_api.py only exits with 'Set --base-url or SPARK_HISTORY_URL'. The discovery behavior is described but not implemented in the script, so the agent must manually probe or pass --base-url to match the documented workflow.
• The skill has no explicit Setup/Requirements section. It assumes Python 3, jq, network access to the history server, and the script directory as the working directory. These prerequisites should be stated directly in SKILL.md.
• Financial research output is not financial advice; require human review before any live investment decision.
• Quality score needs review
• Permission surface needs review: secrets or environment access, shell or command execution
• GitHub adoption: 51 GitHub stars
• Stars/forks activity: 51 stars, 13 forks; issue activity unavailable in current metadata
• Dependency/runtime risk: command execution surface, credential or environment access
• Permission surface: secrets or environment access, shell or command execution

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.