enrich

Enrich person and company pages with cited facts and reverse-chronological timelines.

Updated Apr 23, 2026
One-click install
npx skills add https://github.com/ngochuy13/intern-dev --skill enrich-ngochuy13
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: enrich
Source: https://github.com/ngochuy13/intern-dev/tree/main/skills/enrich
Command: npx skills add https://github.com/ngochuy13/intern-dev --skill enrich-ngochuy13

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Prevents your brain pages from staying stale or incomplete by automatically enriching newly mentioned people and companies with compiled, citation-backed truth and timeline entries.

Core Features & Use Cases

  • Tiered enrichment protocol: scales effort to importance (Tier 1 full, Tier 2 moderate, Tier 3 minimal) so you don’t waste research calls.
  • Brain-first + web augmentation: cross-references existing brain knowledge and only then performs targeted external research to add deltas.
  • Dossier-quality outputs: writes or updates person/company pages with an executive summary, hard-fact State (with inline citations), texture sections, and reverse-chronological timelines.
  • Backlink correctness: ensures bidirectional, rule-based linking so every mention is traceable and not left dangling.
  • Update discipline: append-only timeline updates, material-only truth updates, and explicit handling of contradictions via citations.

Quick Start

Use the enrich skill when you mention a person or company so it can search the brain, tier the entity, enrich from sources, and write an updated, fully cited page.

Frequently Asked Questions about enrich

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

FAQPage Schema
How do I automatically enrich knowledge base pages with cited web research when a person or company is mentioned?

Entity enrichment automatically compiles citation-backed truth and reverse-chronological timelines for people and companies upon mention. It cross-references existing brain knowledge, performs targeted web research, and writes updated pages with inline citations and bidirectional backlinks.

What is the best way to update stale brain pages with new timeline entries and backlinks from transcripts?

Updating stale brain pages involves append-only timeline entries and bidirectional backlinking applied to people and companies directories. It captures provenance from conversation transcripts and ingests material-only truth updates with explicit contradiction handling via citations.

How does tiered web research scale effort for entity enrichment in a knowledge base?

Tiered web research scales enrichment effort by entity importance, applying full effort to Tier 1, moderate to Tier 2, and minimal to Tier 3. This brain-first approach cross-references existing knowledge before performing targeted external research to add deltas.

Can I use citation management to write dossier-quality pages for newly mentioned people and companies?

Citation management writes dossier-quality outputs by capturing provenance and generating pages with an executive summary, hard-fact State, texture sections, and timelines. It restricts mutating outputs to people and companies directories while ensuring bidirectional links are traceable.

When should I not use automated entity enrichment for brain linking and page updates?

Automated entity enrichment is restricted to people and companies directories, meaning it should not be used for other entity types. Additionally, it enforces append-only timelines and material-only truth updates, preventing inappropriate overwrites when handling contradictions via citations.