jira-story-analyzer

Analyze Jira stories for quality signals and generate detailed reports.

Updated Aug 23, 2026

Search Tags:#acceptance criteria #agile #estimation #Jira #backlog analysis #story quality #cycle time #user story

One-click install

npx skills add https://github.com/LaunchCG/claude-marketplace-pub --skill jira-story-analyzer

Or copy as Structured Prompt for Agent▼

Please help me install this Agent Skill.
Skill: jira-story-analyzer
Source: https://github.com/LaunchCG/claude-marketplace-pub/tree/main/plugins/ai-sdlc/skills/jira-story-analyzer
Command: npx skills add https://github.com/LaunchCG/claude-marketplace-pub --skill jira-story-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires atlassian.

What problem does it solve?

Manually assessing the quality of Jira stories for capacity planning or quality analysis is time-consuming and subjective. This skill automatically analyzes Jira stories for quality signals, including acceptance criteria completeness, story clarity, estimation accuracy, and cycle time.

Core Features & Use Cases

Acceptance Criteria Assessment: Evaluates the presence, well-definition, completeness, and format of acceptance criteria.
Story Description Quality: Assesses length, structure, context, scope, and supporting information in the story description.
Estimation Accuracy & Cycle Time: Compares story point estimates to actual completion time and measures story age and cycle time.
Use Case: Provide a Jira story key, and the skill will generate a detailed "Jira Story Analysis" report with a quality score, breakdown by dimension, strengths, weaknesses, and recommendations, helping you improve your agile practices.

Quick Start

Analyze the quality of Jira story PROJ-123, "User can export dashboard to PDF."