What problem does it solve?
Content entering a gbrain knowledge base often creates duplicate pages: raw file copies, reworded insights, and named entities stored under generic phrases all fragment the brain. This Skill enforces a pre-write quality gate so every new page is resolved against existing entities and checked for semantic duplicates before it lands.
Core Features & Use Cases
- Named-Entity Resolution Gate: Resolves people, companies, projects, and concepts registry-first via
gbrain entity, expands through alias lists, and reads candidate pages before concluding anything is new.
- Semantic Dedup Gate: Extracts the core claim, searches the brain, opens and reads the top hit, and assigns a clear-dup / plausible-dup / clear band that decides write, link, or skip.
- Delegation and Verification: Routes approved writes to shipped enrichment skills (ingest, enrich, signal-detector, concept-synthesis) and verifies results with
gbrain check-backlinks check.
- Use Case: When asked to migrate a folder of project notes into the brain, the gate checks each file for existing entity pages and duplicate insights, links duplicates to canonical pages, and only writes genuinely new content with proper aliases and backlinks.
Quick Start
Ask the agent to move these notes into the brain but check for duplicates and existing entity pages before writing anything.
