Step-by-step SKILL.md packages an AI follows for a single kind of task.
A skill is a focused playbook - instructions, examples and constraints - that makes any model reliable at one job, from SQL reporting to changelog writing. The router fills a plan's skill slot with the best match for the request.
当用户遇到 Horizon Plugin PyTorch 训练部署一致性问题(QAT 模型正常但 BC/HBM 掉点、export/convert/compile 阶段精度偏差)时使用。本 skill 引导用户按 qat.pt -> qat.export.pt -> qat.bc -> quantized.bc -> hbm 分段定位问题,并在每个阶段帮助适配工具、分析工具产出物。