What format is the final report delivered in?

The skill returns a structured JSON object containing Markdown-formatted sections for the request understanding, system state, and clarifying questions.

Does this skill support Jira Service Desk?

Yes, it is specifically designed to fetch Service Desk custom fields and reporter responses that are often stored outside the standard description field.

Does this skill make changes to my code?

No, the triage-analysis skill only uses read-only tools to explore the codebase and understand the current implementation.

How does it identify which repositories to analyze?

It utilizes a local memory.md file containing an Entitlement Map and Repository Map to link specific Jira domains to their corresponding codebases.

Can it analyze dependencies across multiple repositories?

Yes, if the initial exploration reveals dependencies or upstream services, it can traverse multiple repositories via the GitHub MCP.

Jira Ticket Triage Analysis

Name: Jira Ticket Triage Analysis
Author: Ascend-Digital

byAscend-Digital

0•

Collaboration Tools

Analyzes Jira tickets against relevant codebases to generate comprehensive technical reports and clarify requirements.

The Triage Analysis skill streamlines the transition from project management to development by automatically correlating Jira tickets with actual source code. Using Atlassian and GitHub MCPs, it extracts full ticket context—including Service Desk custom fields—and performs a deep dive into your repositories to map requirements to current system architecture. It produces a structured JSON report that outlines the technical understanding of the request, provides business-friendly explanations of the current system state with Unicode diagrams, and identifies critical ambiguities through targeted clarifying questions.

Key Features

01Automated Jira ticket extraction including Service Desk custom fields

02Cross-repository codebase exploration to identify relevant modules and services

03Integrates with local memory for domain-specific glossary and repo mapping

04Identifies requirement gaps and generates targeted clarifying questions

05Generates structured reports with Unicode-based architecture diagrams

060 GitHub stars

Use Cases

01Validating Jira Service Desk requests against existing system logic

02Accelerating technical discovery during sprint planning and ticket grooming

03Onboarding developers to complex bugs by providing immediate architectural context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ascend-digital/claude-plugins triage-analysis

For use in Claude.ai and ChatGPT

Key Features

01Automated Jira ticket extraction including Service Desk custom fields

02Cross-repository codebase exploration to identify relevant modules and services

03Integrates with local memory for domain-specific glossary and repo mapping

04Identifies requirement gaps and generates targeted clarifying questions

05Generates structured reports with Unicode-based architecture diagrams

060 GitHub stars

Use Cases

01Validating Jira Service Desk requests against existing system logic

02Accelerating technical discovery during sprint planning and ticket grooming

03Onboarding developers to complex bugs by providing immediate architectural context

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ascend-digital/claude-plugins triage-analysis

For use in Claude.ai and ChatGPT