corpus-query

What problem does it solve?

This Skill helps you find and synthesize accurate answers from a persistent Lorekit knowledge base without re-reading scattered sources every time.

Core Features & Use Cases

• Cross-project global querying: Routes a question to a canonical central corpus and returns a synthesized response grounded in canonical pages.
• Hybrid retrieval workflow: Combines exact term search, semantic/hybrid vector recall, and optional GBrain-assisted candidate recall while keeping canonical pages authoritative.
• Safe read-only operation with clear boundaries: Ensures query-time reads from the corpus only, and supports confidence notes plus citations to real corpus pages.

Quick Start

Ask your AI agent: “Search the default Lorekit corpus for the answer to ‘What is lorekit’s incremental compilation workflow and how should evidence be promoted into the raw layer?’ and cite the exact canonical pages.”