gbrain-enrich

Enriches existing gbrain person, company, and project pages with tags, links, timeline entries, and structured sections.

1|Updated Jun 21, 2026
One-click install
npx skills add https://github.com/tapway/shogun-os --skill gbrain-enrich-tapway
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gbrain-enrich
Source: https://github.com/tapway/shogun-os/tree/main/skills/gbrain/gbrain-enrich
Command: npx skills add https://github.com/tapway/shogun-os --skill gbrain-enrich-tapway

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Existing knowledge base pages in gbrain are often thin or outdated, lacking tags, cross-links, timeline entries, and structured sections, which makes them hard to discover and less useful for downstream reasoning. ## Core Features & Use Cases - Three-tier enrichment pipeline: Tier 1 (5 min) adds tags, links, and timeline entries; Tier 2 (15 min) adds structured sections like Bio, Role, Product, and Market; Tier 3 (30+ min) performs deep research, fact tables, and contradiction flagging. - Entity templates: Predefined section templates for person, company, and project pages ensure consistent structure across the brain. - Back-linking and validation: Ensures enriched pages are linked into the graph and flags contradictory data instead of silently overwriting content. - Use Case: During the ingest pipeline's ENRICH phase or a monthly maintenance review, take a thin person page, add missing tags and links, fill in Bio and Role sections, and add dated timeline entries so the page becomes discoverable and complete. ## Quick Start Use the gbrain-enrich skill to enrich the existing page people/alice with missing tags, links, and structured sections.

Frequently Asked Questions about gbrain-enrich

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

FAQPage Schema
How do I enrich a thin gbrain page?

Read the page with mcp_gbrain_get_page, assess what is missing, then fill gaps using the appropriate tier: Tier 1 adds tags, links, and timeline entries; Tier 2 adds structured sections; Tier 3 adds researched facts and synthesis. Finish by re-reading the page and adding back-links.

What are the enrichment tiers in gbrain-enrich?

Tier 1 is a 5-minute quick pass adding tags, links, and dated timeline entries. Tier 2 is a 15-minute pass adding structured sections like Bio, Role, Product, and Market. Tier 3 is a 30+ minute deep pass with external research, fact tables, and contradiction flagging.

When should I not use gbrain page enrichment?

Do not use it to create brand-new pages, since that belongs to ingest skills. Also avoid overwriting existing good content, and never add timeline facts without dates.

Does gbrain-enrich require external tools?

Tiers 1 and 2 only require gbrain MCP tools and an existing target page. Tier 3 additionally needs external research capability such as web search or APIs to fill gaps identified by mcp_gbrain_think.

Why are back-links important when enriching brain pages?

Back-links make enriched pages discoverable through the knowledge graph. A linked page is far more findable during graph traversal, so skipping back-links significantly reduces the value of the enrichment work.