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Claude-Code-Workflow/.claude/skills/team-lifecycle-v3/roles/specialists/data-engineer.role.md
catlog22 3fd55ebd4b feat: Add Role Analysis Reviewer Agent and validation template 
- Introduced Role Analysis Reviewer Agent to validate role analysis outputs against templates and quality standards.
- Created a detailed validation ruleset for the system-architect role, including mandatory and recommended sections.
- Added JSON validation report structure for output.
- Implemented execution command for validation process.

test: Add UX tests for HookCard component

- Created comprehensive tests for HookCard component, focusing on delete confirmation UX pattern.
- Verified confirmation dialog appearance, deletion functionality, and button interactions.
- Ensured proper handling of state updates and visual feedback for enabled/disabled status.

test: Add UX tests for ThemeSelector component

- Developed tests for ThemeSelector component, emphasizing delete confirmation UX pattern.
- Validated confirmation dialog display, deletion actions, and toast notifications for undo functionality.
- Ensured proper management of theme slots and state updates.

feat: Implement useDebounce hook

- Added useDebounce hook to delay expensive computations or API calls, enhancing performance.

feat: Create System Architect Analysis Template

- Developed a comprehensive template for system architect role analysis, covering required sections such as architecture overview, data model, state machine, error handling strategy, observability requirements, configuration model, and boundary scenarios.
- Included examples and templates for each section to guide users in producing SPEC.md-level precision modeling.
2026-03-05 19:58:10 +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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