What is Query craft?

Query Craft provides an AI‑powered interface to generate Jira Query Language (JQL) statements from plain language descriptions. By translating natural language prompts into accurate JQL, it eliminates the need for manual syntax construction, accelerating issue filtering and reporting for Agile teams.

The tool supports common Jira functions such as status, assignee, priority, and custom fields, allowing developers, product managers, and project leads to retrieve relevant tickets quickly. Users can copy and paste the resulting JQL into the Jira issue navigator or dashboards, integrating seamlessly with existing workflows.

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Query craft's key features

Generate JQL queries with AI
Instantly create queries from text
Automate manual query construction
Find Jira data using descriptions

Query craft use cases

Generate accurate issue filters on the fly by converting plain language requests, streamlining backlog grooming without writing JQL
Create dynamic dashboards by translating natural language phrases into validated JQL, enabling instant insights into sprint progress
Automate recurring QA searches by generating JQL from simple prompts, ensuring consistent issue tracking and reducing manual errors