research

Aggregates context from Jira, Confluence, and codebase into a research document with scoring.

6|1|Updated Dec 30, 2025

Search Tags:#documentation #research #codebase #requirements #confidence #jira #confluence

Ready to run

npx skills add https://github.com/ferdiangunawan/rpi-stack --skill research-ferdiangunawan

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research
Source: https://github.com/ferdiangunawan/rpi-stack/tree/main/research
Command: npx skills add https://github.com/ferdiangunawan/rpi-stack --skill research-ferdiangunawan

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Researchers and engineers need a reliable way to understand requirements before implementation. This skill aggregates context from Jira, Confluence, codebase, and documentation to produce a comprehensive research document with confidence scoring.

Core Features & Use Cases

Consolidated context gathering from Jira, Confluence, and codebase
Phase-driven analysis: input gathering, requirement analysis, mapping to code, and gap identification
Produces a structured research document with a confidence score for stakeholder review

Quick Start

Provide the Jira issue ID and repository context, then run the research skill to generate a structured research document.

Frequently Asked Questions about research

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I gather and synthesize requirements from Jira and Confluence before implementation?▼

To gather and synthesize requirements, this skill pulls data from Jira, Confluence, and your codebase to perform parallel exploration and requirement analysis. It produces a structured research document with confidence scoring for stakeholder review.

What is the best way to identify technical gaps and ambiguities in project requirements?▼

Identifying technical gaps and ambiguities is handled by mapping requirements to existing codebase components and documentation. This process surfaces technical unknowns and resolves them through structured questions and clarifications.

Can I generate a research document with confidence scoring for stakeholder review?▼

Yes, you can generate a research document with confidence scoring by providing a Jira issue ID and repository context. The skill applies phase-driven analysis to produce confidence scores across stakeholders.

How does requirement mapping to existing components work in a codebase?▼

Requirement mapping works by pulling data from your codebase and documentation to analyze project requirements. It consolidates context gathering and maps new requirements to existing components to identify gaps.

Does this research skill work with Jira and Confluence for consolidated context gathering?▼

Yes, this skill works with Jira and Confluence for consolidated context gathering. It pulls data from both platforms alongside your codebase to aggregate context and produce a comprehensive research document.

When do I need structured requirement analysis for my engineering tasks?▼

You need structured requirement analysis when you must understand requirements before implementation. It aggregates context from documentation and project management tools to surface technical unknowns and resolve ambiguities.