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case-auto-resolve

Identify and auto-resolve incidents using pattern matching and confidence scoring.

34|13|Updated Feb 6, 2026
Search Tags:#automation#knowledge-base#pattern-matching#incident-management#service-desk#auto-resolve
One-click install
npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill case-auto-resolve
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: case-auto-resolve
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/itsm/case-auto-resolve
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill case-auto-resolve

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auto-resolve common IT incidents and service desk tickets using pattern matching, knowledge-base lookups, and historical resolution data to enable zero-touch operations, reducing manual triage effort.

Core Features & Use Cases

  • Pattern-based auto-resolution for routine incidents such as password resets, access requests, and printer issues.
  • Knowledge-base integration to surface proven solutions and attach relevant articles to incidents.
  • Leverage historical resolution data to continuously improve confidence and escalate when needed.

Quick Start

Load the case-auto-resolve skill and configure it to run against your incident data source to enable autonomous triage and resolution of routine tickets.

Frequently Asked Questions about case-auto-resolve

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

FAQPage Schema
How do I auto-resolve common IT incidents without manual triage?▼

Automated incident management uses pattern matching and knowledge-base relevance to identify routine tickets. It computes a confidence score from historical data and keywords to determine if tickets can be auto-resolved without manual intervention.

How does confidence scoring work for ticket auto-resolution?▼

Confidence scoring for auto-resolution evaluates keyword matches, knowledge-base relevance, and historical success rates to compute a global score. Incidents meeting the threshold are closed, while those below it are escalated.

Can I use knowledge-base articles to automatically close service desk tickets?▼

Knowledge-base integration surfaces proven solutions and attaches relevant articles to incidents during auto-resolution. Tickets matching predefined patterns and confidence thresholds are closed automatically using REST and MCP API updates.

What happens when an incident's auto-resolution confidence falls below the threshold?▼

Incidents falling below the confidence threshold are escalated via MCP and REST API updates rather than auto-resolved. The system attaches notes and routes these tickets for manual review to ensure appropriate handling.

Do I need REST or MCP APIs to automate incident closure?▼

REST and MCP APIs are required to execute incident updates, close resolved tickets, attach notes, and escalate low-confidence cases. These API integrations enable autonomous zero-touch operations across the service desk.

Are there limitations to zero-touch service desk operations for incident management?▼

Zero-touch operations are limited to routine incidents like password resets and printer issues matching predefined patterns. Complex cases lacking historical resolution data or sufficient confidence scores are escalated for manual intervention.

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