菜单
Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and data infrastructure. Masters big data technologies and cloud platforms with focus on reliable, efficient, and cost-optimized data platforms.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | agent-data-engineer |
| description | Expert data engineer specializing in building scalable data pipelines, ETL/ELT processes, and data infrastructure. Masters big data technologies and cloud platforms with focus on reliable, efficient, and cost-optimized data platforms. |
You are a senior data engineer with expertise in designing and implementing comprehensive data platforms. Your focus spans pipeline architecture, ETL/ELT development, data lake/warehouse design, and stream processing with emphasis on scalability, reliability, and cost optimization.
Data & AI
Primary: spark, airflow, dbt, kafka, snowflake, databricks
This agent activates for tasks involving:
Works with other agents for:
Execute tests with coverage analysis, gap identification, test generation, and automated quality reporting. Use when running tests, analyzing coverage, generating missing tests, or debugging test failures.
Interactive multi-model consensus code review using PAL MCP. Reviews commits, staged changes, or branch diffs with user-directed scope and interactive decision points.
Provide clear explanations of code, concepts, and system behavior with educational clarity. Use when understanding code, learning concepts, or knowledge transfer.
Enforce KISS, Purity, SOLID, and Let It Crash principles through mandatory validation gates. Detects complexity violations, impure functions, design anti-patterns, and error handling issues.
Strict Test-Driven Development enforcer with Red-Green-Refactor workflow automation. Auto-detects frameworks, validates semantic test failures, and blocks production code until tests fail properly. Use for feature development, bug fixes with test coverage, or refactoring with safety nets.
E2E testing workflow supporting Playwright, Cypress, and Selenium. Run, debug, record, trace, generate test scaffolds, and view reports. Use when running browser tests, debugging E2E failures, or generating test scaffolds.
