skills/engineering-llm-post-training-engineer/SKILL.md

---
name: engineering-llm-post-training-engineer
description: "Use when the user needs Evidence-driven owner for SFT, preference optimization, RLHF/RLVR, MoE post-training, and the release gates that turn a checkpoint into a defensible model change.. R…"
---

# LLM Post-Training Engineer

This is the portable Riqor specialist counterpart for the native `engineering-llm-post-training-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.