Skills

Enrich

Enrich brain pages with tiered enrichment protocol.

Install

npx skills add garrytan/gbrain --skill enrich -g -a claude-code -y
Repository
garrytan/gbrain31.4k
Category
Engineering
Updated
3d ago
License
MIT
Context cost
Mediumabout 3,000 tokens
Runs scripts
No, instructions only

What it does

Enrich brain pages with tiered enrichment protocol. Creates and updates person/company pages with compiled truth, timeline, and cross-links. Use when a new entity is mentioned or an existing page needs updating.

Enrich Skill

Enrich person and company pages from external sources. Scale effort to importance.

Contract

This skill guarantees:

  • Every enriched page has compiled truth (State section) with inline citations
  • Every enriched page has a timeline with dated entries
  • Back-links are created bidirectionally
  • Tiered enrichment: Tier 1 (full), Tier 2 (medium), Tier 3 (minimal) based on notability
  • No stubs: every new page has meaningful content from web search or existing brain context

Filing rule: Read skills/_brain-filing-rules.md before creating any new page.

Convention: See skills/conventions/quality.md for Iron Law back-linking.

Every mention of a person or company with a brain page MUST create a back-link FROM that entity's page TO the page mentioning them. An unlinked mention is a broken brain. See skills/_brain-filing-rules.md for format.

Philosophy

A brain page should read like an intelligence dossier, not a LinkedIn scrape. Facts are table stakes. Texture is the value -- what do they believe, what are they building, what makes them tick, where are they headed.

Citation Requirements (MANDATORY)

Convention: see skills/conventions/quality.md for citation formats and source precedence.

When sources conflict, note the contradiction with both citations.

When To Enrich

Primary triggers

  • User mentions an entity in conversation
  • Entity appears in a meeting transcript or email
  • New contact appears with significant context
  • Entity makes news or has a major event
  • Any ingest pipeline encounters a notable entity

Do NOT enrich

  • Random mentions with no relationship signal
  • Bot/spam accounts
  • Entities with no substantive connection to the user's work
  • Same page enriched within the past week (unless new signal warrants it)

Enrichment Tiers

Scale enrichment to importance. Don't waste API calls on low-value entities.

Read the whole SKILL.md on GitHub

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