What problem does it solve? Finding answers scattered across a large personal knowledge base requires manually opening many notes; this Skill retrieves and synthesizes answers from a compiled Obsidian wiki with cited sources, without ever modifying wiki content. ## Core Features & Use Cases - Tiered Retrieval Pipeline: Escalates from a graph index pre-pass through frontmatter grep, section reads, and full page reads only as needed, minimizing cost. - Multi-hop Graph Traversal: Answers "how is X connected to Y" questions by walking typed relationship edges across up to 3 hops, reporting the full chain. - Structural Graph Intents: Computes impact analysis, bridge pages, hubs, clusters, and surprising connections directly from the compiled graph with no page reads. - Use Case: Ask "what do I know about transformer attention mechanisms?" and receive a synthesized answer with [[wikilink]] citations, staleness annotations, a retrieval transparency report, and identified knowledge gaps. ## Quick Start Ask the agent to search your wiki for everything you know about a topic and synthesize an answer with citations.
