- _write_model_skill: skills/models/{model}/SKILL.md,数据源=落库param_schema
(required必备/非required可选带默认值)+能力字典模态+媒体三数组契约+doc出处
- 幂等:重apply覆盖更新;生成失败只记skill_notes不阻断(门禁降级LLM能力语义→代码兜底)
- 目录约定:skills/models/不在SkillLoader扫描范围,不污染agent技能目录层
- _write_model_skill: skills/models/{model}/SKILL.md,数据源=落库param_schema
(required必备/非required可选带默认值)+能力字典模态+媒体三数组契约+doc出处
- 幂等:重apply覆盖更新;生成失败只记skill_notes不阻断(门禁降级LLM能力语义→代码兜底)
- 目录约定:skills/models/不在SkillLoader扫描范围,不污染agent技能目录层