Does this skill require the Atlassian CLI?

The skill prefers the Atlassian CLI (acli) for performance but can successfully fall back to using the Atlassian MCP server if configured in your Claude Code settings.

What criteria are used to score Jira issues?

Issues are scored across five dimensions: completeness, clarity, structure, context, and testability (including acceptance criteria).

Can I scan an entire Jira project at once?

Yes, by providing a project key, the skill performs a lightweight scan of all matching issues to identify the worst-scoring ones for detailed analysis.

Can I filter which issues are analyzed?

Yes, you can configure filters for issue types (Story, Bug, Task), status, and creation dates to focus your quality audit.

Jira Issue Quality Improver

Name: Jira Issue Quality Improver
Author: onesmartguy

byonesmartguy

0•

Collaboration Tools

Analyzes and enhances Jira issues by scoring them against a quality rubric and providing actionable improvement suggestions.

Jira Issue Quality Improver is a specialized Claude Code skill designed to help Product Owners, QAs, and developers maintain a high-standard backlog. By scanning entire projects, specific Epics, or individual tickets, it evaluates issue clarity, completeness, and testability using a rigorous quality rubric. It identifies critical gaps—such as missing acceptance criteria or vague descriptions—and offers context-aware suggestions to refine issues into actionable development tasks, ensuring your team always has a clear definition of ready.

Key Features

01Bulk scanning of projects or specific Epics with child issues

02Automated quality scoring based on a standardized rubric

03Detection of vague language and missing acceptance criteria

04Parallel processing for efficient analysis of large backlogs

05Seamless integration with Atlassian CLI (acli) and MCP tools

060 GitHub stars

Use Cases

01Cleaning up a messy backlog before sprint planning sessions

02Standardizing issue documentation across distributed engineering teams

03Auditing newly created Epics to ensure all child stories meet quality standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add onesmartguy/raptor-claude-plugins jira-improve

For use in Claude.ai and ChatGPT

Download Skill