spark-job-creator

Quick Review

The skill has clear structure and auto-activation setup, but severely lacks specific technical content. The description is too generic—it doesn't explain what a 'spark job' is, what types of Spark jobs it creates (batch, streaming, ETL), what frameworks it supports (PySpark, Scala, Java), or what the actual deliverables are (job scripts, configs, deployment files). Task knowledge is minimal with no concrete steps, code templates, parameter guidance, or Spark-specific patterns. A CLI agent would struggle to create an actual Spark job from this documentation alone. While Spark job creation could be valuable (moderate novelty), the skill needs substantial detail about job structure, cluster configuration, optimization patterns, and specific implementation steps to be truly useful.