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