@wu-xiaochen

ontology-clawra is a three-tier memory architecture for structured knowledge capture and reasoning, but the skill lacks concrete procedural steps, specific trigger phrases, and actionable implementation guidance. the document reads more like system design notes than an executable skill.

执行结构化知识图谱推理，严格遵循科学方法与用户确认，支持本体完善、安全写入与置信度标注。