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Senior Data Engineer
作者
Alireza Rezvani
· GitHub ↗
· v2.1.1
· MIT-0
2703
总下载
3
收藏
15
当前安装
2
版本数
在 OpenClaw 中安装
/install senior-data-engineer
功能描述
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka,...
安全使用建议
This skill appears coherent for data-engineering tasks, but the bundle includes executable Python scripts—inspect those files (especially the three scripts) before running them. Run in a safe environment (local dev container or sandbox), verify any external connectors (Kafka, S3, Snowflake) are configured intentionally, and avoid running against production systems or with credentials present until you review network calls and file writes in the scripts.
功能分析
Type: OpenClaw Skill
Name: senior-data-engineer
Version: 2.1.1
The senior-data-engineer skill bundle is a comprehensive and well-structured set of tools for data engineering workflows, including data validation, performance optimization, and pipeline orchestration. Analysis of the Python scripts (data_quality_validator.py, etl_performance_optimizer.py, and pipeline_orchestrator.py) reveals legitimate logic for data profiling, SQL parsing, and generating workflow configurations for Airflow, Prefect, and Dagster. There is no evidence of data exfiltration, malicious execution (e.g., eval/exec), or prompt injection attempts; the bundle strictly adheres to its stated purpose of assisting with production-grade data engineering tasks.
能力评估
Purpose & Capability
Name/description (data pipelines, ETL, Spark, Airflow, dbt, Kafka) align with the included reference docs and the three Python scripts (pipeline orchestration, data quality, ETL performance). There are no declared env vars, binaries, or config paths that contradict the stated purpose.
Instruction Scope
SKILL.md instructs the agent to run bundled Python scripts and to read/write local pipeline files (dags, schemas, parquet, queries). That is coherent for this purpose, but executing the provided scripts runs arbitrary Python code and may access local files, connectors, or network endpoints described in examples—review the scripts before executing in sensitive environments.
Install Mechanism
No install spec is provided (instruction-only plus bundled scripts). Nothing is downloaded from external URLs and no extract/install steps are present.
Credentials
The skill requires no environment variables, credentials, or external config paths. Example code references typical endpoints (Kafka, S3, Delta paths) only as examples; no unrelated secrets are requested.
Persistence & Privilege
always is false and there is no indication the skill attempts to persistently modify agent/system configuration or other skills. Autonomous invocation is allowed (platform default) but not combined with other privileged behaviors.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install senior-data-engineer - 安装完成后，直接呼叫该 Skill 的名称或使用
/senior-data-engineer触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v2.1.1
v2.1.1: optimization, reference splits
v1.0.0
Senior Data Engineer skill version 1.0.0 initial release:
- Launches production-grade data engineering capabilities focused on scalable pipelines, ETL/ELT, and modern data stack.
- Provides trigger phrases, quick start commands, and tool references for common tasks.
- Includes detailed workflows for batch ETL, real-time streaming, and data quality frameworks.
- Covers architecture decision guidance, tech stack overview, and troubleshooting resources.
- Suitable for designing architectures, building pipelines, optimizing workflows, and implementing data governance.
元数据
常见问题
Senior Data Engineer 是什么？
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka,... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 2703 次。
如何安装 Senior Data Engineer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install senior-data-engineer」即可一键安装，无需额外配置。
Senior Data Engineer 是免费的吗？
是的，Senior Data Engineer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Senior Data Engineer 支持哪些平台？
Senior Data Engineer 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Senior Data Engineer？
由 Alireza Rezvani（@alirezarezvani）开发并维护，当前版本 v2.1.1。
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