Skill 审计报告
debug-slow-spark-job 审计报告.
Diagnose slow, expensive, or regressed Apache Spark and PySpark applications by comparing runtime evidence against a healthy run. Use for long stages, stragglers, skew, shuffle, spill, garbage collection, poor parallelism, small files, slow scans, scheduler delay, executor imbalance, and unexplained compute-cost growth.
OpenAgentSkill 信任评分
OpenAgentSkill 信任评分
Trust Score 帮助 Agent 在安装前判断一个 Skill 是否足以进入候选清单。
GitHub 采用度
警告48
51 个 GitHub Stars
Star/Fork 活跃度
警告48
51 个 Star，13 个 Fork; 当前元数据中没有议题活跃度信息
近期维护
通过88
距上次推送 2 个月
许可证清晰度
通过86
Apache-2.0
README/SKILL.md 完整度
通过86
元数据包含足够的用法与工作流上下文
依赖与运行时风险
失败38
command execution surface, credential or environment access
安装可用性
通过92
npx skills add EmbrasureAI/spark-observability-skills --skill debug-slow-spark-job
安装命令安全性
通过92
标准软件包或运行时安装路径
权限范围
失败18
secrets or environment access, shell or command execution
仓库证据
通过86
https://github.com/EmbrasureAI/spark-observability-skills/tree/main/skills/debug-slow-spark-job
审查状态
信息66
可用 AI 审查数据
Agent 验证结果
信息54
暂未有 Agent 结果数据
检查项
安装与采用审查
安装路径
92
npx skills add EmbrasureAI/spark-observability-skills --skill debug-slow-spark-job
仓库
88
https://github.com/EmbrasureAI/spark-observability-skills/tree/main/skills/debug-slow-spark-job
许可证
86
Apache-2.0
维护
88
距上次推送 2 个月
AI 审查
55
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.
README/SKILL.md 完整度
86
Usable description available
依赖风险
38
command execution surface, credential or environment access
安装命令安全性
92
标准软件包或运行时安装路径
权限范围
18
secrets or environment access, shell or command execution
Star/Fork 活跃度
48
51 个 Star，13 个 Fork; 当前元数据中没有议题活跃度信息
采用度
68
51 个 GitHub Stars
Financial decision safety
58
Research-only use: do not treat output as financial advice or execute a position without human approval.
警告
- 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
方法
本报告综合公开元数据、AI 审查输出、仓库活跃度、安装就绪度、OpenAgentSkill 事件、质量评分、信任检查和 Agent 安全门槛；它不是完整的源代码安全审计。
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