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AI Agents for Jira

Agent Library

The Agent Library is the central hub for discovering, managing, and adding AI Agents to your Jira projects. Each agent automates a specific task to help streamline your workflows, reduce manual effort, and improve team productivity.

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To access the Agent Library:

  1. Go to your Jira Project.

  2. Navigate to Project Settings > AI Agents.

  3. Click Agent Library tab to open the Agent Library.

Here, you can browse through available agents, understand their capabilities, and add them to your project.

Purpose: Breaks down complex Jira tickets into smaller, actionable sub-issues.

  • Features:

    • Intelligent analysis of ticket details, including priority and assignees.

    • Logical segmentation of tasks with links to parent issues.

  • Use Case: Simplify large epics or complex tasks into manageable work items.

Tags: test cases, QA automation, Jira integration, AI-powered testing.


Purpose: Provides smart, AI-driven responses to customer queries by analyzing ticket content and context.

  • Features:

    • Suggests relevant responses for faster ticket resolution.

    • Improves customer satisfaction with consistent messaging.

  • Use Case: Ideal for support teams handling customer tickets.

Tags: customer support, ticket resolution, smart responses, customer satisfaction.


Purpose: Creates intelligent, dynamic forms for Jira issues to ensure efficient data collection.

  • Features:

    • Guides data collection with relevant and complete forms.

    • Improves efficiency by automating form completion.

  • Use Case: Perfect for projects requiring structured input and data validation.

Tags: dynamic forms, intelligent forms, AI forms, data collection, Jira automation.


Purpose: Generates detailed, project-specific test cases based on Jira ticket descriptions, acceptance criteria, and documents.

  • Features:

    • Ensures thorough testing coverage with AI-generated test cases.

    • Saves QA time while maintaining consistency.

  • Use Case: Perfect for QA teams needing fast and accurate test case generation.

Tags: test cases, QA automation, Jira integration, AI-powered testing.


5. Acceptify – Acceptance Criteria Generator

Section titled “5. Acceptify – Acceptance Criteria Generator”

Purpose: Drafts clear and concise acceptance criteria to align Jira tickets with project goals.

  • Features:

    • Reduces ambiguity and ensures stakeholder alignment.

    • Promotes consistency across tickets.

  • Use Case: Useful for Agile teams to define “done” criteria for issues and epics.

Tags: acceptance criteria, Jira automation, clarity in requirements, success metrics, stakeholder alignment.


To add an agent from the library:

  1. Click on Add to Project Agents for the desired agent.

  2. Configure the agent’s behavior.

  3. Test the agent to ensure it aligns with your project needs.


  • Start with one or two agents and expand as needed.

  • Regularly review agent outputs to ensure accuracy.

  • Collaborate with team members to adjust agent configurations based on feedback.