Eliza — 24/7 Research & Knowledge Ingestion

Ingest YouTube videos, articles, and PDFs into a structured knowledge base.

Updated Feb 11, 2026
One-click install
npx skills add https://github.com/eliza420ai-beep/vince --skill eliza-24-7-research-knowledge-ingestion
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Eliza — 24/7 Research & Knowledge Ingestion
Source: https://github.com/eliza420ai-beep/vince/tree/main/skills/eliza
Command: npx skills add https://github.com/eliza420ai-beep/vince --skill eliza-24-7-research-knowledge-ingestion

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates continuous research and knowledge ingestion, ensuring a growing and coherent corpus of information across various domains.

Core Features & Use Cases

  • Continuous Research: Automatically researches and fills knowledge gaps using Perplexity Computer.
  • Content Ingestion: Ingests articles, PDFs, and YouTube videos into organized knowledge folders via Claude Desktop App and filesystem MCP.
  • Knowledge Synthesis: Provides a unified voice and framework-based understanding across crypto, AI, and lifestyle topics.
  • Use Case: Upload a YouTube video about a new DeFi protocol; Eliza will summarize it, categorize it, and save it to the defi-metrics/ folder for future reference.

Quick Start

Use the Eliza skill to ingest the YouTube video at https://www.youtube.com/watch?v=example.

Frequently Asked Questions about Eliza — 24/7 Research & Knowledge Ingestion

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

FAQPage Schema
How do I automate content ingestion for a RAG knowledge base?

You can automate research and content ingestion by configuring a pipeline that processes articles, PDFs, and YouTube videos into organized knowledge folders, building a structured corpus for AI agents.

What is continuous knowledge synthesis for AI agents?

Continuous knowledge synthesis is the automated research and ingestion of diverse content into a unified framework, ensuring a coherent and expanding corpus across multiple domains for AI agents.

How do I ingest YouTube videos into a structured knowledge base?

To ingest YouTube videos, provide the URL to the pipeline. The system summarizes the content, categorizes it, and saves it to specific domain folders like defi-metrics for future reference.

Can I use filesystem MCP with Claude Desktop App for research automation?

Yes, you can use filesystem MCP with the Claude Desktop App to manage research automation, allowing you to ingest diverse content types into structured knowledge folders.

Does Perplexity Computer support filling knowledge gaps automatically?

Yes, Perplexity Computer supports filling knowledge gaps automatically by conducting continuous research to ensure a growing and coherent corpus of information across various domains.

What are the limitations of automated corpus building across multiple domains?

Automated corpus building relies on Perplexity Computer and filesystem MCP integration. It requires organizing content into specific knowledge folders and depends on the coherence of the unified voice framework.