chat-recommendation

Generate context-aware chat replies from case details, KB articles, and customer history.

34|13|Updated Feb 6, 2026
One-click install
npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill chat-recommendation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: chat-recommendation
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/csm/chat-recommendation
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill chat-recommendation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

CS agents often need to craft accurate, empathetic responses quickly. This skill generates context-aware chat reply suggestions by combining current case details, knowledge base matches, and customer history to streamline live interactions.

Core Features & Use Cases

  • Analyze active case context (category, product, customer tier) to tailor responses.
  • Search the knowledge base for relevant articles and embed references in replies.
  • Review similar resolved cases to surface proven language and solutions.
  • Retrieve recent customer history to personalize messages and tone.
  • Produce professional, concise replies ready for agent use, with multiple variants.
  • Escalation and handoff prompts when human review is required.

Quick Start

Load the chat-recommendation skill in your session and start generating context-aware replies from an active case.

Frequently Asked Questions about chat-recommendation

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

FAQPage Schema
How do I generate context-aware chat replies for customer service agents?

Generate context-aware chat replies by synthesizing live case details, knowledge base articles, and customer history. This skill tailors responses using case category, product, tier, and recent interactions to provide professional, ready-to-use suggestions.

Can I use customer history and case context to personalize live chat responses?

Yes, you can personalize live chat responses using customer history and case context. The skill retrieves recent interactions and analyzes active case category, product, and customer tier to tailor the tone and language of the suggested replies.

What is the best way to embed knowledge base references into agent chat replies?

The best way to embed knowledge base references is to search for relevant articles during generation and automatically include their article numbers within the tailored chat reply, ensuring the suggested response directly cites proven solutions.

How do I handle missing knowledge base articles or customer history during chat reply generation?

Handle missing knowledge base articles or customer history by triggering safe fallback messages. The skill gracefully manages missing context and can generate escalation or handoff prompts to ensure human review when required.

Does this chat recommendation skill produce multiple reply variants for agent assistance?

Yes, the chat recommendation skill produces multiple reply variants for agent assistance. It generates professional, concise replies ready for agent use, providing several tailored options based on the current case context and resolved case language.

Can I use resolved case history to surface proven solutions for live chat scenarios?

Yes, you can use resolved case history to surface proven solutions for live chat scenarios. The skill reviews similar resolved cases to extract proven language and solutions, applying them to active case contexts for agent assistance and template generation.