brain-search

Name: brain-search
Availability: InStock
Author: weiping

Retrieve relevant references from a personal knowledge base using natural-language queries.

1|Updated May 9, 2026

Search Tags:#knowledge retrieval #personal data #semantic lookup #reference search #context finding #agent queries

Ready to run

npx skills add https://github.com/weiping/gbrain-cn --skill brain-search-weiping

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: brain-search
Source: https://github.com/weiping/gbrain-cn/tree/main/test/fixtures/openclaw-compact-resolver/skills/brain-search
Command: npx skills add https://github.com/weiping/gbrain-cn --skill brain-search-weiping

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you locate relevant information stored in your personal knowledge base without manually searching across many notes or pages.

Core Features & Use Cases

Fast knowledge retrieval: Find references tied to a query across your stored brain content.
Reference-oriented answers: Surface where information exists so you can follow up quickly.
Use Case: When you remember a vague topic like “what do we know about team hiring?”, you can ask for the references and review the most relevant materials first.

Quick Start

Ask brain-search: find references to “team hiring”.

Frequently Asked Questions about brain-search

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

FAQPage Schema

How do I find references in my personal knowledge base using a natural-language query?▼

To find references in your personal knowledge base, you issue a natural-language query to retrieve relevant stored materials. This semantic lookup surfaces where specific information exists so you can review the most relevant context tied to topics or entities.

What is the best way to locate prior context from meeting follow-ups?▼

The best way to locate prior context from meeting follow-ups is performing a semantic lookup against your stored data. This matches your query intent to existing references, quickly surfacing the relevant materials you need to review.

Can I use natural-language search to retrieve personal data for research?▼

Yes, you can use natural-language search to retrieve personal data for research. By asking questions tied to vague topics or entities, the system applies intent-matched search behavior to return reference-focused results from your knowledge base.

Does knowledge retrieval work for finding information tied to specific entities or topics?▼

Knowledge retrieval works effectively for finding information tied to specific entities or topics. It requires intent-matched search behavior driven by defined trigger phrases to successfully locate and return relevant references from your stored brain content.

How do I get reference-focused results instead of direct answers from my knowledge base?▼

To get reference-focused results instead of direct answers, you query your knowledge base using defined trigger phrases. This approach locates where the information exists within your stored materials, providing references suitable for your downstream synthesis.

What are the limitations of semantic lookup for personal research context finding?▼

A limitation of semantic lookup for context finding is that it returns references rather than direct synthesized answers. It requires intent-matched search behavior driven by defined trigger phrases to accurately locate prior context tied to topics within your stored data.