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edwifiguy
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enrich

Convert entity signals into citation-backed person or company profiles.

1|Updated Apr 11, 2026
Search Tags:#timeline#backlinks#citations#entity#knowledge-base#brain#enrich
One-click install
npx skills add https://github.com/edwifiguy/era-agents-ops --skill enrich-edwifiguy
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: enrich
Source: https://github.com/edwifiguy/era-agents-ops/tree/main/skills/era-agents-op/gbrain/skills/enrich
Command: npx skills add https://github.com/edwifiguy/era-agents-ops --skill enrich-edwifiguy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enrich brain pages by turning new signals about people and companies into structured, citation-backed profiles that evolve with each update.

Core Features & Use Cases

  • Tiered enrichment: create or update brain pages with Tier 1 (full), Tier 2 (notable), and Tier 3 (minimal) depending on notability, including a compiled truth, timeline entries, and cross-links.
  • Bidirectional backlinks: every mention of an entity includes a backlink to the page that mentioned it, ensuring a connected knowledge graph.
  • Structured templates: standardized person and company pages with sections like State, What They Believe, What They're Building, Timeline, and Open Threads.
  • Consistent provenance: inline citations for every fact and a traceable source history.

Quick Start

Invoke the enrich skill by supplying an entity signal to create or update a brain page with tiered enrichment and citations.

Frequently Asked Questions about enrich

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

FAQPage Schema
How do I create entity profiles with inline citations and backlinks?▼

To create entity profiles with citations and backlinks, supply an entity signal to the workflow. It generates structured person or company pages with tiered context, mandatory bidirectional backlinks, and inline citations for every fact.

What's the best way to maintain a timeline of events for a knowledge-base entity?▼

Maintaining a timeline of events for a knowledge-base entity requires appending new signals to an existing profile. The workflow records chronological timeline entries while applying tiered enrichment and ensuring cross-links to connected pages.

Can I update existing brain pages without losing previous structured data?▼

You can update existing brain pages without losing data by supplying new entity signals. The workflow handles both creation and updates, preserving prior timeline entries while appending new citation-backed facts and cross-links.

Does the enrichment workflow support different levels of detail for entity profiles?▼

The enrichment workflow supports tiered detail levels for entity profiles. It applies Tier 1 for full profiles, Tier 2 for notable entries, and Tier 3 for minimal context, scaling the structured output based on the entity's notability.

How do bidirectional backlinks work when adding a new entity signal to a knowledge graph?▼

Bidirectional backlinks connect the knowledge graph by ensuring every mention of an entity includes a reciprocal link back to the page that mentioned it. This creates a traceable network of structured, citation-backed profiles.

When should I not use tiered enrichment for entity profiles?▼

You should not use tiered enrichment when processing unstructured data lacking clear entity signals. The workflow requires specific opinions, projects, or relationship signals to generate standardized templates with inline citations and timeline entries.

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