query-knowledge

Name: query-knowledge
Availability: InStock
Author: spoonbobo

Query existing LightRAG knowledge for retrieval-backed answers without ingesting documents.

Updated Feb 27, 2026

Search Tags:#knowledge retrieval #information retrieval #document search #lightrag #workspace query #evidence retrieval

Ready to run

npx skills add https://github.com/spoonbobo/trinity --skill query-knowledge

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: query-knowledge
Source: https://github.com/spoonbobo/trinity/tree/main/app/skills/query-knowledge
Command: npx skills add https://github.com/spoonbobo/trinity --skill query-knowledge

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill allows users to retrieve answers and insights from existing indexed knowledge without the need to upload, ingest, or modify documents, streamlining information retrieval.

Core Features & Use Cases

Search Indexed Documents: Find relevant information within a pre-existing knowledge base.
Inspect Document Status: Check the status and chunk details of indexed documents.
Compare Documents: Analyze differences between indexed documents based on a query.
Use Case: A developer needs to find specific API usage examples from already indexed documentation without re-uploading anything.

Quick Start

Use the query-knowledge skill to search for 'authentication methods' within the active workspace.

Frequently Asked Questions about query-knowledge

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

FAQPage Schema

How do I query indexed LightRAG documents without re-uploading files?▼

You can query indexed LightRAG documents without re-uploading by using a workspace-scoped retrieval skill to search and retrieve answers from pre-existing knowledge bases without ingesting or mutating documents.

Can I check the chunk details of documents already indexed in my workspace?▼

Yes, you can inspect document status within your workspace to check the current indexing status and retrieve specific chunk details of already indexed documents.

What is the best way to compare differences between indexed documents based on a search query?▼

Comparing indexed documents based on a specific query allows you to analyze differences between existing sources, returning targeted retrieval-backed insights without modifying the original files.

Does knowledge retrieval require ingesting new documents into the workspace?▼

No, knowledge retrieval operates strictly on scoped retrieval queries and document inspections, adhering to workspace contracts without requiring any document ingestion or mutation.

How do I retrieve evidence from indexed knowledge sources using LightRAG?▼

Retrieving evidence from indexed LightRAG sources involves querying your scoped workspace to extract supporting information and insights directly from the pre-existing knowledge base.