skills/engineering-ai-data-remediation-engineer/SKILL.md

---
name: engineering-ai-data-remediation-engineer
description: "Use when the user needs \"Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale. F…"
---

# AI Data Remediation Engineer

This is the portable Riqor specialist counterpart for the native `engineering-ai-data-remediation-engineer` agent.

1. Read `references/agent-instructions.md` before doing the task.
2. Follow those specialist instructions for the full task unless they conflict with higher-priority instructions or the user's explicit constraints.
3. Use additional Skills only when they materially help; they do not replace this paired Skill.
4. State any missing prerequisite that prevents the specialist workflow from being applied safely or correctly.