What format is the final analysis output in?

The skill generates a structured Markdown report and can optionally save it to a local workspace file for documentation purposes.

What credentials are required to use this skill?

You need a JIRA_PERSONAL_TOKEN for fetching issue details and an authenticated GitHub CLI (gh auth login) for historical PR analysis.

How does it help with architectural consistency?

It analyzes previous PRs and existing code structures to identify 'Key Implementation Patterns,' ensuring new stories follow existing design conventions.

Can it analyze upstream open-source projects?

Yes, if the component is part of an upstream/downstream ecosystem, the skill uses keywords to search for design insights in the original upstream repositories.

Does it work with any Jira instance?

Yes, while it defaults to Red Hat's Jira, you can configure the JIRA_URL to point to any standard Jira REST API endpoint.

RFE Analyzer & Feature Architect

Name: RFE Analyzer & Feature Architect
Author: shiftweek

byshiftweek

0•

Collaboration Tools

Transforms Jira RFEs into actionable Epics and User Stories backed by historical PR analysis and architectural context.

The Analyze RFE skill bridges the gap between high-level requirements and technical implementation. By integrating directly with Jira and GitHub, it automatically fetches feature requests, analyzes relevant historical pull requests to identify design patterns, and scouts upstream/downstream repository structures. It generates a comprehensive technical breakdown including multi-phased Epics, sprint-ready User Stories with acceptance criteria, and a data-driven risk assessment, ensuring new features align with established codebase patterns and architectural standards.

Key Features

010 GitHub stars

02Automated Jira RFE fetching and requirement extraction

03Upstream and downstream repository context discovery

04AI-generated Epics and User Stories with testable acceptance criteria

05Deep historical PR analysis for design rationale and implementation patterns

06Automated risk factor identification and mitigation recommendations

Use Cases

01Onboarding developers to new components by providing architectural and PR-driven context

02Converting complex customer requests into structured developer backlogs

03Researching historical design decisions before implementing major feature enhancements

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shiftweek/oape-ai-e2e analyze-rfe

For use in Claude.ai and ChatGPT

Download Skill