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predict-assignment

Predict incident routing group and category from text and historical data.

34|13|Updated Feb 6, 2026
Search Tags:#automation#routing#pattern#predict#assignment#incident#ITSM
One-click install
npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill predict-assignment
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: predict-assignment
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/itsm/predict-assignment
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill predict-assignment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the assignment of incoming incidents to the most suitable support group by analyzing historical routing data, keywords, and resolution patterns to reduce manual triage time.

Core Features & Use Cases

  • Predictive routing: Analyze incident text and historical data to suggest the best assignment group and category with a confidence score.
  • Context-aware suggestions: Leverage CMDB/CI signals and prior resolution metrics to improve accuracy across ITSM workflows.
  • Use Case: When a new incident arrives unassigned or miscategorized, automatically route it to the group most likely to resolve it quickly, with fallback rules for uncertainty.

Quick Start

Provide a predictive routing decision for a new incident by analyzing its content and historical data to decide the best assignment group and category.

Frequently Asked Questions about predict-assignment

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

FAQPage Schema
How do I automate incident routing to the right support group in ITSM?▼

Automate incident routing by analyzing incoming text, historical resolution data, and keyword signals to predict the optimal assignment group and category, reducing manual triage time.

How does predictive incident assignment determine the best routing group?▼

Predictive incident assignment determines routing by analyzing incident text, historical patterns, CMDB cues, and performance metrics to calculate a confidence score for the assignment group.

What is the best way to handle unassigned or miscategorized ITSM incidents?▼

Handle unassigned incidents by using predictive routing to analyze content and historical data, automatically assigning them to the group most likely to resolve them quickly with fallback rules for uncertainty.

Can I use historical resolution patterns to improve incident triage accuracy?▼

Yes, leverage historical resolution patterns and prior performance metrics alongside keyword signals to provide context-aware suggestions that improve incident triage accuracy across ITSM workflows.

Does predictive routing provide fallback options for low confidence incident assignments?▼

Yes, predictive routing provides fallback rules for uncertainty when confidence is low, ensuring incidents are safely assigned by analyzing text and historical data.

What data do I need to provide a predictive routing decision for a new incident?▼

Provide incoming incident content and historical routing data to analyze text and resolution patterns, deciding the best assignment group and category with a confidence score.

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