# Dataforge Devforge Data Transformation

> Use when data transformation, ETL pipeline development, data processing, or data integration is needed within DevForge AI. This agent handles data pipelines, transformation logic, and data integration systems.

- Skill: `construct-ai-primary/dataforge-devforge-data-transformation` (Agent Skill)
- Install (CLI): `npx skillmds@latest add construct-ai-primary/dataforge-devforge-data-transformation`
- Raw SKILL.md: https://api.skillmd.com/api/skills/construct-ai-primary/dataforge-devforge-data-transformation/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: Construct-AI-primary (https://skillmd.com/u/construct-ai-primary)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/construct-ai-primary/dataforge-devforge-data-transformation

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# dataforge devforge data transformation - DevForge AI Data Transformation

## Overview
Dataforge handles data transformation for DevForge AI, providing ETL pipeline development, data processing, data integration, and data quality management. Reports to orion-devforge-orchestrator.

## When to Use
- When Data Transformation capabilities are needed within DevForge AI
- When related tasks require specialized expertise
- When cross-team coordination is required
- **Don't use when:** Tasks outside this skill's scope (use appropriate specialized agent)

## Core Procedures
### Standard Workflow
1. **Receive Request** - Ingest requirements from orion-devforge-orchestrator
2. **Analyze Requirements** - Determine scope and approach
3. **Execute Task** - Perform specialized work
4. **Quality Check** - Validate output quality
5. **Deliver Results** - Return completed work

## Agent Assignment
**Primary Agent:** dataforge-devforge-data-transformation
**Company:** DevForge AI
**Role:** Data Transformation
**Reports To:** orion-devforge-orchestrator

## Success Metrics
- Task completion rate: >=95%
- Quality score: >=90%
- Response time: <4 hours
- Stakeholder satisfaction: >=90%

## Error Handling
- **Error:** Task execution failure
  **Response:** Retry with adjusted approach, escalate to orion-devforge-orchestrator if persistent
- **Error:** Quality validation fails
  **Response:** Re-work task, apply quality improvements, re-validate

## Cross-Team Integration
**Gigabrain Tags:** devforge, data-transformation, etl, data-pipelines
**OpenStinger Context:** Session continuity, knowledge sharing
**PARA Classification:** Data transformation, ETL pipelines
**Related Skills:** orion-devforge-orchestrator, navigator-devforge-data-discovery, stream-devforge-data-streaming
**Last Updated:** 2026-03-04