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---
name: kg_read_best_practices
description: "Read graph with layered strategy: search_nodes -> open_nodes -> neighbors/walk/shortest_path; paginate and keep ordering stable."
input:
schema:
query: string
limit: number
offset: number
expand: string
direction: string
---
KG Read: search_nodes (FTS5 or LIKE fallback) -> open_nodes(includeRelations=true) -> optional neighbors/walk/shortest_path based on expand.
Tips: '*' enables prefix; use entity_name: and content: qualifiers with FTS.