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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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role, keywords, responsibility_type, task_prefix, default_inner_loop, category, capabilities
role keywords responsibility_type task_prefix default_inner_loop category capabilities
data-engineer
data
pipeline
ETL
database
schema
migration
analytics
Code generation DATA false data
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
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