intent-gap-skills

Identify high-volume customer intent gaps in Gorgias support tickets.

2|Updated Jun 4, 2026
One-click install
npx skills add https://github.com/gorgias/mcp-cookbook --skill intent-gap-skills
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: intent-gap-skills
Source: https://github.com/gorgias/mcp-cookbook/tree/main/recipes/intent-gap-skills
Command: npx skills add https://github.com/gorgias/mcp-cookbook --skill intent-gap-skills

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill addresses the plateau in AI Agent coverage by identifying high-volume customer inquiries that currently lack a corresponding resolution path, ensuring your AI handles more tickets autonomously.

Core Features & Use Cases

  • Gap Identification: Analyzes ticket history to find recurring topics where the AI Agent currently has no matching Skill.
  • Automated Drafting: Generates draft Skills based on real resolved ticket data to ensure the AI learns from your team's best practices.
  • Use Case: Use this monthly to audit your support volume and automatically generate new knowledge base content for the top 5 most frequent customer questions that your AI currently fails to resolve.

Quick Start

Use the intent-gap-skills tool to analyze my ticket history from the last 90 days and draft 5 new Skills for the most frequent unresolved customer intents.

Frequently Asked Questions about intent-gap-skills

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

FAQPage Schema
How do I find unresolved customer support intents to improve my AI agent automation?

You can identify recurring topics lacking AI agent coverage by analyzing historical ticket data to find high-volume customer inquiries without a matching resolution path.

How to draft new knowledge base content from resolved support tickets?

Drafting new knowledge base content from resolved tickets involves analyzing successful human resolutions and using that data to generate actionable drafts for your AI agent to handle similar future inquiries autonomously.

Does the intent gap analysis require access to my Gorgias ticket history?

Yes, the intent gap analysis requires access to Gorgias MCP ticket and intent data to evaluate historical support interactions and generate actionable draft content based on actual resolutions.

What's the best way to audit support volume for AI agent knowledge gaps?

The best way to audit support volume for AI agent knowledge gaps is to run a monthly analysis on your ticket history to pinpoint and draft skills for the top frequent unresolved customer questions.

Why does my AI agent plateau on customer support ticket resolution rates?

AI agent resolution rates plateau when high-volume customer inquiries lack a corresponding resolution path, preventing autonomous handling and leaving recurring questions unresolved.