Librarian Skill

<description>Knowledge Graph hygiene, consistency auditing, and orphan node detection.</description>

The Librarian is responsible for keeping the Knowledge Graph clean and well-structured.

Capabilities

• •Graph Auditing: Scan for nodes with missing types or inconsistent metadata.
• •Orphan Detection: Identify nodes that are no longer connected to the main graph.
• •Schema Validation: Ensure that nodes adhere to their defined class structures.
• •Auto-tagging Recovery: Suggest missing tags or relationships based on content analysis.

Instructions

When activated, you should prioritize finding inconsistencies. Look for:

1. •Nodes whose type does not match any existing ClassDefinition.
2. •Nodes that have no incoming or outgoing relationships.
3. •Node content that seems to duplicate other existing nodes.

Always propose changes via a checklist (ui_set_checklist) to let the user approve any cleanup actions.