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JIRA JQL Translation Skill

Translate natural language queries into JIRA Query Language (JQL).

Updated Feb 9, 2026
Search Tags:#developer tools#search#jira#jql#natural language processing#query language
One-click install
npx skills add https://github.com/rhuss/cc-jira --skill jira-jql-translation-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: JIRA JQL Translation Skill
Source: https://github.com/rhuss/cc-jira/tree/main/jira/skills/jira-jql
Command: npx skills add https://github.com/rhuss/cc-jira --skill jira-jql-translation-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill bridges the gap between natural language requests and the precise JIRA Query Language (JQL), enabling users to search JIRA more effectively without needing to memorize complex syntax.

Core Features & Use Cases

  • Natural Language to JQL Translation: Converts everyday phrases into executable JQL queries for intelligent JIRA searching.
  • Comprehensive JQL Reference: Provides a detailed guide to JQL operators, functions, fields, and syntax rules.
  • Use Case: A user asks, "Show me all my open bugs in the RHAIENG project that are high priority." This Skill translates that into a performant JQL query, ensuring accurate and efficient results.

Quick Start

Use the jira-jql skill to translate the phrase "my open bugs in RHAIENG" into JQL.

Frequently Asked Questions about JIRA JQL Translation Skill

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

FAQPage Schema
How do I translate natural language to JIRA JQL for searching issues?▼

Translating natural language to JIRA JQL converts everyday phrases into executable queries for intelligent JIRA searching. It handles fuzzy status matching, release queries, ownership lookups, and date constraints without requiring syntax memorization.

Can I search JIRA sprints and fix versions using plain English?▼

Searching JIRA sprints and fix versions using plain English is supported by translating natural language into JQL. The translation handles release queries across fixVersion and labels, sprint constraints, and team or group lookups automatically.

Does this natural language JQL translator optimize queries for JIRA performance?▼

This natural language JQL translator optimizes queries for JIRA performance by prioritizing project filters and indexed fields. It generates executable JQL that ensures accurate and efficient search results across large issue sets.

What JQL operators and functions are supported for natural language queries?▼

Supported JQL operators and functions include standard syntax for logical operators, ordering, quoting, and date formats. The translation covers issue type filtering, link following, resolution status, priority matching, and label application.

How do I query my open high priority bugs in a specific project without writing JQL?▼

Querying open high priority bugs without writing JQL is done by providing a natural language phrase like 'my open high priority bugs in PROJECT'. The tool translates this into a performant JQL query with accurate project and priority filters.

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