Skills
.Work. You
Rest

compliant-phase

Community

Enrich entities with phase-based brain-first checks

Data & Analytics#knowledge graph#web search#citations#cross-referencing#entity enrichment#brain-first lookup
Authorweiping
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps you enrich entities with external lookup while first verifying what your system already knows, reducing unnecessary searches and improving citation coverage.

Core Features & Use Cases

  • Phase 1 Brain-First Lookup: Checks existing brain knowledge before calling out externally.
  • Phase 2 External Enrichment: Performs web search only when the current brain answer is thin.
  • Cross-Referenced Citations: Uses exa.api to attach citations to the enriched facts.

Quick Start

Ask your agent to enrich an entity while prioritizing a brain-first lookup and only then using external sources for missing context.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: compliant-phase
Download link: https://github.com/weiping/gbrain-cn/archive/main.zip#compliant-phase

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.