Knowledge System

Load Markdown knowledge files into the AI system prompt.

1|Updated Feb 26, 2026
One-click install
npx skills add https://github.com/deskagent-ai/community --skill knowledge-system
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Knowledge System
Source: https://github.com/deskagent-ai/community/tree/main/cowork-plugin/skills/knowledge-system
Command: npx skills add https://github.com/deskagent-ai/community --skill knowledge-system

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the loading of Markdown files containing knowledge into the AI backend's system prompt, streamlining the process of integrating external information into AI interactions.

Core Features & Use Cases

  • Knowledge Loading: Automatically loads Markdown files from a designated directory into the AI's system prompt.
  • Pattern-Based Loading: Allows agents to define which knowledge files are loaded based on specified patterns (regex).
  • Use Case: For a technical support agent, this Skill can automatically load company information, product details, and email styles into the AI's prompt, ensuring that the AI has access to all necessary information for responses.

Quick Start

Load the knowledge files for your company into the AI system prompt using the Knowledge System Skill.

Frequently Asked Questions about Knowledge System

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

FAQPage Schema
How do I load Markdown technical documentation into an AI prompt?

To automate knowledge loading, this Skill reads Markdown files containing technical and business knowledge and injects them directly into the AI backend's system prompt. This provides the AI with external context for customer support and personalized responses.

Can I use pattern matching to select specific knowledge files for AI system prompts?

Yes, pattern matching allows agents to define which knowledge files are loaded based on specified regex patterns. This ensures only the relevant Markdown files are injected into the AI system prompt for a targeted workflow.

What is the best way to integrate external business knowledge into AI customer support responses?

The best way to integrate external business knowledge into AI customer support responses is by automatically loading Markdown files containing company information and product details into the AI system prompt. This ensures accurate, context-aware interactions.

Does this knowledge loading approach work for personalized email response generation?

Yes, this knowledge loading approach works for personalized email response generation. By loading Markdown files containing company information, product details, and email styles into the system prompt, the AI generates fully contextualized replies.

How do I set up a directory of Markdown files for AI prompt knowledge loading?

You set up AI prompt knowledge loading by placing your technical and business Markdown files into a designated directory. The system then automatically loads these files into the AI backend's system prompt based on your regex patterns.