query

Answer user questions with cited brain page content and gap flags.

1|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/edwifiguy/era-agents-ops --skill query-edwifiguy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: query
Source: https://github.com/edwifiguy/era-agents-ops/tree/main/skills/era-agents-op/gbrain/skills/query
Command: npx skills add https://github.com/edwifiguy/era-agents-ops --skill query-edwifiguy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps users obtain accurate, sourced answers from the brain's knowledge base, avoiding hallucinations.

Core Features & Use Cases

  • Grounded answers with citations to specific brain pages.
  • Multi-phase search: keyword search, semantic query, and backlink traversal for comprehensive results.
  • Read top results and synthesize a final answer with traceable sources and gap flags when information is missing.

Quick Start

Ask a factual question about a brain topic to receive grounded, cited results.

Frequently Asked Questions about query

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

FAQPage Schema
How do I get answers from my knowledge base with citations to prevent hallucinations?

To get grounded answers from a knowledge base, query the content using a multi-phase search that synthesizes results with citations to specific source slugs, ensuring traceable conclusions and flagging gaps when information is missing.

What is the best way to search a knowledge base to ensure factual accuracy?

The best way to search for factual accuracy is using a 3-layer synthesis approach: keyword search, semantic query, and backlink traversal, which reads top results and respects source precedence to deliver reliable answers.

How does multi-layer search synthesis handle conflicting information in a knowledge base?

Multi-layer search synthesis handles conflicts by respecting source precedence, prioritizing user statements over compiled truth and timeline data, ensuring the final answer relies on the most reliable and traceable information available.

Can I trace where a synthesized answer comes from in my knowledge base?

Yes, you can trace answer origins because the synthesis process generates citations pointing to specific brain page slugs, allowing you to verify the exact source of the information provided in the response.

What happens when the knowledge base search returns missing information?

When information is missing, the synthesis process explicitly flags these gaps in the final answer rather than hallucinating details, ensuring you are aware of the limitations of the current knowledge base content.

Do I need a specific knowledge base format to use citation-backed search queries?

No specific format is required beyond having a structured knowledge base with page slugs, as the skill performs keyword, semantic, and backlink searches directly across the compiled brain content to extract and cite relevant data.