natural-language-queries

Convert natural-language queries into validated ServiceNow encoded queries.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enables natural-language querying of ServiceNow to replace encoded query syntax, reducing the cognitive load and speeding up data access.

Core Features & Use Cases

  • NL pattern support for simple, readable queries that map to ServiceNow encoded queries
  • Validation via the Query Builder before execution to ensure accuracy
  • Use Cases: quick data exploration, incident filtering, and ad-hoc reporting in ITSM workflows

Quick Start

Execute a natural-language query against a ServiceNow table to retrieve results.

Frequently Asked Questions about natural-language-queries

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

FAQPage Schema
How do I query ServiceNow using natural language instead of encoded query syntax?

You can query ServiceNow using natural language by leveraging NL pattern support that maps plain-language searches to encoded queries. This replaces complex encoded query syntax, reducing cognitive load and speeding up data access for ITSM workflows.

Can I validate a natural language query before running it against a ServiceNow table?

Yes, natural language queries are validated via the Query Builder before execution to ensure accuracy. This validation workflow generates and verifies the encoded query prior to running it against the ServiceNow table.

What is the best way to filter ServiceNow incidents without knowing encoded query syntax?

Filtering ServiceNow incidents without encoded query syntax is best accomplished using natural-language querying. It applies to incident management and ITSM data exploration by translating simple, readable queries into encoded format.

Does this natural language query approach work for ad-hoc reporting in ITSM workflows?

Yes, natural language querying works for ad-hoc reporting in ITSM workflows. It enables quick data exploration and understandable searches, allowing you to generate encoded queries from plain language for reporting tasks.

How does natural language mapping handle ServiceNow encoded query generation?

Natural language mapping handles ServiceNow encoded query generation by applying NL patterns to translate plain-language searches. It uses MCP tools to generate and verify the encoded queries before execution.