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compliant-phase

Prioritize internal knowledge lookup before external web enrichment for entities.

Updated Jun 20, 2026
Search Tags:#knowledge retrieval#web search#citations#research workflow#entity enrichment#brain-first lookup
One-click install
npx skills add https://github.com/Sigmacodeat/subsumio-web --skill compliant-phase-sigmacodeat
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: compliant-phase
Source: https://github.com/Sigmacodeat/subsumio-web/tree/main/server/test/fixtures/brain-first-skills/compliant-phase
Command: npx skills add https://github.com/Sigmacodeat/subsumio-web --skill compliant-phase-sigmacodeat

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents unnecessary external searching by ensuring existing knowledge sources are checked before enriching entities with outside information.

Core Features & Use Cases

  • Brain-First Lookup Process: Starts entity enrichment by reviewing available internal knowledge before using external sources.
  • External Enrichment Workflow: Guides follow-up web searches and citation gathering when internal answers are incomplete.
  • Use Case: Help a professional research an entity by first checking the organization's knowledge base and then supplementing missing details with verified external information.

Quick Start

Use the compliant-phase skill to enrich the provided entity with internal knowledge lookup first and external sources only when needed.

Frequently Asked Questions about compliant-phase

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

FAQPage Schema
How do I enrich entities with internal knowledge before external web search?▼

You can use a phased research workflow that separates internal brain-first lookup from external enrichment, ensuring available knowledge sources are reviewed before initiating external web searches and citation gathering.

What is the best way to prevent unnecessary external searches in a research workflow?▼

Implement a compliant phased retrieval process that prioritizes brain-first internal knowledge lookup, triggering external web searches and citation gathering only when internal answers are incomplete.

Can I supplement incomplete entity information with verified external citations?▼

Yes, you can supplement incomplete entity information by following an external enrichment workflow that gathers verified external citations and web search results after internal knowledge sources are exhausted.

Does this entity enrichment approach work without external dependencies?▼

Yes, the brain-first lookup process operates without external dependencies by reviewing available internal knowledge sources first, initiating external web search enrichment only when internal answers are incomplete.

When should I not use external web search for entity research?▼

You should avoid external web search when existing internal knowledge sources already contain complete entity information, making the external enrichment and citation gathering phase unnecessary for your research task.

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