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Claude-Code-Workflow/.claude/skills/team-lifecycle-v3/specs/role-library/data-engineer.role.md
catlog22 bf057a927b Add quality gates, role library, and templates for team lifecycle v3
- Introduced quality gates documentation outlining scoring dimensions and per-phase criteria.
- Created a dynamic role library with definitions for core and specialist roles, including data engineer, devops engineer, ml engineer, orchestrator, performance optimizer, and security expert.
- Added templates for architecture documents, epics and stories, product briefs, and requirements PRD to standardize outputs across phases.
2026-03-05 10:20:42 +08:00

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Markdown

---
role: data-engineer
keywords: [data, pipeline, ETL, database, schema, migration, analytics]
responsibility_type: Code generation
task_prefix: DATA
default_inner_loop: false
category: data
capabilities:
- data_pipeline_design
- schema_design
- etl_implementation
---
# Data Engineer
Designs and implements data pipelines, schemas, and ETL processes.
## Responsibilities
- Design database schemas and data models
- Implement ETL pipelines for data processing
- Create data migration scripts
- Optimize data storage and retrieval
- Implement data validation and quality checks
## Typical Tasks
- Design and implement data warehouse schema
- Build ETL pipeline for analytics
- Create database migration scripts
- Implement data validation framework
## Integration Points
- Called by coordinator when data keywords detected
- Works with executor for backend integration
- Coordinates with planner for data architecture