enrich

Creates and updates Webseite pages with citations, timelines, and bidirectional links from ingested data.

Updated May 11, 2026
One-click install
npx skills add https://github.com/yunusgungor/gbrain --skill enrich-yunusgungor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: enrich
Source: https://github.com/yunusgungor/gbrain/tree/main/skills/enrich
Command: npx skills add https://github.com/yunusgungor/gbrain --skill enrich-yunusgungor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brain pages in the brain often suffer from sparse entries, missing provenance, and broken cross-links when new entities are mentioned. The Enrich skill automates the creation and updating of pages with compiled truth, a dated timeline, and bidirectional backlinks, ensuring information stays consistent across the brain.

Core Features & Use Cases

  • Tiered enrichment: Tier 1 (full), Tier 2 (moderate), Tier 3 (minimal) based on notability
  • Compile truth with inline citations and a structured State section
  • Maintain timelines and automatic cross-links between related pages
  • Save raw data for provenance and auditing

Quick Start

Ingest a signal for a new entity and run the enrich workflow to create a fully populated brain page with citations and a timeline.

Frequently Asked Questions about enrich

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I enrich knowledge base pages with timelines and citations automatically?

You can enrich knowledge base pages by automating the compilation of truth, dated timelines, and bidirectional backlinks from multiple data sources. This process applies tiered enrichment based on notability and embeds inline citations for provenance.

What is the best way to add provenance and backlinks to sparse entity pages?

Adding provenance and backlinks to sparse entity pages involves compiling truth with inline citations and a structured State section. The enrichment workflow saves raw data for auditing and maintains automatic cross-links between related pages.

How do I apply tiered enrichment when creating new brain pages?

Tiered enrichment categorizes new brain pages into Tier 1 for full, Tier 2 for moderate, and Tier 3 for minimal updates based on entity notability. This determines the depth of compiled truth, timeline detail, and cross-link generation.

Can I update existing knowledge pages with new timeline data without breaking cross-links?

Yes, updating existing knowledge pages with new timeline data automatically updates bidirectional backlinks. The workflow requires adherence to brain filing rules to ensure information stays consistent and cross-links remain intact across the brain.

Why do my knowledge base entries have missing provenance and broken cross-links?

Knowledge base entries suffer from missing provenance and broken cross-links when new entities are mentioned without automated enrichment. Running a workflow that compiles truth with inline citations and maintains timelines resolves these inconsistencies.

Do I need raw data sources to generate citations and timelines for entity pages?

Yes, ingesting raw data sources from multiple origins is required to generate citations and timelines. The enrichment workflow saves this raw data to establish provenance and populate the structured State section accurately.