JQL Assistant-AI-powered tool for JQL queries.
AI-powered JQL query assistant for Jira.

Friendly expert for practical JQL and JIRA guidance.
Guide me through a JQL for tracking project progress.
How do I use JQL to find unresolved high-severity bugs?
Best practices for JQL in agile project management.
Creating a JQL for efficient resource allocation.
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IntroductionJSON code correction to JQL Assistant
JQL Assistant is an intelligent tool designed to help users build, optimize, and execute JQL (Jira Query Language) queries in Atlassian Jira environments. It is tailored for users who need to interact with Jira’s vast data, whether for issue tracking, project management, or reporting. The tool provides an intuitive interface for users of all skill levels, helping them construct complex queries without requiring deep technical knowledge of the JQL syntax. JQL Assistant aims to streamline the process of querying Jira’s issue database, making it faster, more efficient, and more accessible. By offering features such as auto-completion, syntax validation, and suggestions based on user input, it enhances productivity and reduces the likelihood of query errors. Example: If a user wants to find all issues assigned to a particular user in a specific project with a high priority, JQL Assistant can guide them through creating the right query step-by-step, including auto-suggestions like ‘assignee =’ and ‘priority = High’.
Main Functions of JQL Assistant
Query Creation and Autocompletion
Example
Autocomplete suggestions for Jira fields and operators
Scenario
A project manager needs to find all unresolvedJSON code correction issues assigned to a particular team member. They start typing ‘assignee =’, and JQL Assistant automatically suggests valid assignees from the project or workspace. It further suggests potential operators like ‘=’, ‘!=’, and ‘IN’, saving time and ensuring that queries are correctly formatted.
Syntax Validation and Error Detection
Example
Real-time validation of query syntax as the user types
Scenario
A user is attempting to construct a query to filter issues based on custom fields like ‘Story Points’ and ‘Sprint’. As the user types, JQL Assistant checks the query for syntax errors, highlighting any mistakes (e.g., missing parentheses or incorrect operators) and offering suggestions for fixing them. This prevents the user from submitting queries that would otherwise result in errors or no results.
Query Optimization and Best Practices
Example
Suggestions for improving query performance by using efficient operators
Scenario
A user writes a query to retrieve all issues in a project that are 'In Progress' and belong to a particular sprint. JQL Assistant analyzes the query for performance bottlenecks and suggests replacing ‘IN Progress’ with a more efficient operator like ‘status = In Progress’, which can improve query execution speed, especially in large projects with thousands of issues.
Save and Share Queries
Example
Save commonly used queries for easy reuse and sharing
Scenario
A user frequently needs to run a query to see all open issues for a specific team. Using JQL Assistant, they save the query for later use. They can also share the saved query with colleagues or teams, ensuring consistency across the organization in how Jira data is queried and reported.
Custom Query Suggestions Based on Data Patterns
Example
Contextual query suggestions based on historical data and patterns
Scenario
Based on the user’s historical search patterns and data preferences, JQL Assistant suggests a query like ‘issuetype = Bug AND resolution = Unresolved’ when the user begins typing the query. This predictive feature helps users quickly retrieve relevant data without needing to manually configure each query.
Ideal Users of JQL Assistant
Project Managers
Project managers are one of the primary user groups who benefit from JQL Assistant. They often need to run complex queries to track project progress, monitor issue status, and assign resources. With JQL Assistant’s query creation, validation, and optimization features, project managers can quickly create precise reports, such as tracking unresolved bugs or identifying overdue tasks, without needing advanced JQL expertise.
Jira Administrators
Jira administrators are responsible for configuring and managing Jira environments. They frequently write custom queries to troubleshoot, audit, or monitor the system. JQL Assistant helps them with query syntax and performance optimization, allowing them to focus on their tasks without getting bogged down in syntax errors or inefficient queries.
Software Developers and QA Engineers
Developers and quality assurance engineers rely on Jira to track issues, bugs, and test cases. JQL Assistant helps them create targeted queries for identifying specific issue types, sprints, or blockers. By speeding up the query creation process and ensuring the accuracy of results, they can focus more on resolving issues and less on constructing queries.
Data Analysts and Business Intelligence Professionals
Data analysts use Jira data for reporting and analytics. JQL Assistant enables them to quickly access specific data sets, filter issues based on custom fields, and refine their queries to extract meaningful insights from large datasets. The tool helps analysts save time and ensure they are working with accurate, well-structured data queries.
Non-Technical Jira Users
Non-technical users, such as team leads or product owners, may not have extensive knowledge of JQL but need to extract certain information from Jira regularly. JQL Assistant’s user-friendly interface allows them to easily create, run, and save queries with minimal learning curve. The tool guides them through building queries step-by-step, making complex Jira data accessible even to those without a technical background.
How to Use JQL Assistant
Visit aichJQL Assistant guideatonline.org for a free trial without logging in, no need for ChatGPT Plus.
Go to the official website (aichatonline.org) to begin using JQL Assistant. You can access a free trial without the need to create an account or purchase a subscription. No extra software or extensions are required.
Enter your query or request in the provided input box.
After accessing the site, locate the input field where you can type your query. JQL Assistant is designed to process JQL (Jira Query Language) queries, so simply type the question or request you need help with. This might include filtering, reporting, or managing issues within Jira systems.
Use predefined templates for specific tasks if needed.
JQL Assistant provides several templates for common queries. These templates are ideal if you're new to JQL or need quick, effective query structures for tasks like searching for issues, creating filters, or sorting data by different attributes.
Review the suggested query output or corrections.
After submitting your query, JQL Assistant will provide a detailed response or even generate a corrected JQL query. Review the response, as it often includes tips for refining your query, syntax correctionsHow to use JQL Assistant, and best practices.
Refine and adjust based on feedback for optimal results.
You can fine-tune your queries based on the output provided by JQL Assistant. If the query doesn’t return the expected results, adjust the syntax or parameters as advised. The system also allows you to iterate and experiment with different queries until you achieve your desired output.
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- Project Management
- Query Optimization
- Report Generation
- Data Filtering
- Issue Tracking
Frequently Asked Questions about JQL Assistant
What is JQL Assistant and how does it help me?
JQL Assistant is an AI-powered tool designed to help users generate, troubleshoot, and optimize Jira Query Language (JQL) queries. It assists both beginners and advanced users by automating query writing, suggesting improvements, and helping you find issues within Jira projects more efficiently.
Do I need prior knowledge of JQL to use the Assistant?
No, you don’t need extensive knowledge of JQL. JQL Assistant is user-friendly and can help beginners by suggesting queries based on natural language input. For advanced users, it also provides advanced query syntax and optimizations to improve your Jira query results.
Can JQL Assistant integrate with my existing Jira account?
Currently, JQL Assistant operates as an independent tool and doesn’t require direct integration with your Jira account. It helps you generate and optimize JQL queries that you can manually implement in your Jira instance, making it a flexible solution for users who prefer standalone tools.
Is there a limit to how many queries I can run?
During the free trial on aichatonline.org, you can run a limited number of queries. If you require ongoing use, a subscription may be necessary. For most casual or one-time users, the free trial provides ample opportunity to explore and utilize the tool.
How accurate are the query suggestions provided by JQL Assistant?
JQL Assistant is highly accurate when it comes to generating queries based on common Jira practices and syntax. While the tool can suggest improvements and correct common mistakes, it’s important to review the results to ensure they fully align with your specific Jira instance configurations.





