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approval-summarization

Aggregate ServiceNow approval details into structured summaries with risk signals.

34|13|Updated Feb 6, 2026
Search Tags:#automation#summarization#workflows#approval#decision-support#servicenow#historical-analysis
One-click install
npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill approval-summarization
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: approval-summarization
Source: https://github.com/Happy-Technologies-LLC/happy-servicenow-skills/tree/main/skills/catalog/approval-summarization
Command: npx skills add https://github.com/Happy-Technologies-LLC/happy-servicenow-skills --skill approval-summarization

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the creation of comprehensive approval summaries from ServiceNow requests, bringing together request details, requester context, and historical precedent.

Core Features & Use Cases

  • Aggregate pending approvals with requester profiles and item context
  • Incorporate historical approval patterns and risk signals
  • Output structured summaries suitable for notifications and dashboards

Quick Start

Load an approval identifier to generate a structured summary with context, risk signals, and recommendations.

Frequently Asked Questions about approval-summarization

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

FAQPage Schema
How do I generate structured approval summaries for ServiceNow ITSM requests?▼

This Skill automates approval summarization by extracting requester data, item details, and historical precedent from ServiceNow, outputting structured summaries with risk signals and recommendations for pending approvals and management dashboards.

Can I aggregate pending approvals with requester profiles and item context in ServiceNow?▼

Yes, this Skill aggregates pending approvals with requester profiles and item context across ITSM catalog items, incorporating historical approval patterns and risk signals into structured summaries for notifications and dashboards.

What is the best way to add historical precedent and risk signals to ITSM approval workflows?▼

The best way is to apply automated approval summarization, which aggregates historical approval patterns and item context to output structured decision-support summaries with risk signals and recommendations for ITSM workflows.

Does this approval summarization approach work with multi-item requests and management dashboards?▼

Yes, this approach handles multi-item requests and management dashboards by aggregating variable values and item context, outputting structured approval summaries suitable for notifications and dashboard integrations.

Why do I need an approval identifier to start the summarization process?▼

An approval identifier is required to start the summarization process because it serves as the reference point to aggregate requester data, item context, and historical precedent into a structured summary with risk signals and recommendations.

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