What is included in the final research report?

The report includes an executive summary, methodology, key findings (tech overview, trends, security, performance), comparative analysis, and actionable implementation recommendations.

Can I configure which AI model is used for research?

Yes, you can configure the specific Gemini model and toggle its usage via the .claude/.ck.json configuration file.

How does the Research skill find its information?

It employs a systematic strategy using Gemini-powered searches or WebSearch to crawl official documentation, GitHub repositories, technical blogs, and conference materials.

Does this skill provide code examples?

Yes, the report generation phase specifically includes a section for relevant code snippets and quick-start guides based on the research findings.

Technical Research & Architecture Analysis

Name: Technical Research & Architecture Analysis
Author: hotriluan

byhotriluan

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Learning & Documentation

Researches technical solutions, analyzes software architectures, and generates structured reports to inform engineering decisions.

The Research skill provides Claude with a rigorous, four-phase methodology for investigating complex technical topics, from evaluating new tech stacks to performing security audits. It automates information gathering by leveraging AI-enhanced search via Gemini or standard WebSearch, analyzes GitHub repositories, and cross-references multiple sources to ensure accuracy. The skill culminates in a comprehensive Markdown report that includes executive summaries, best practices, security considerations, and implementation code snippets, all while adhering to YAGNI and KISS principles for maximum clarity and conciseness.

Key Features

01Cross-reference validation to eliminate conflicting information and ensure data currency.

02Comprehensive report generation including performance, security, and scalability insights.

032 GitHub stars

04Structured implementation guides with production-ready code examples and pitfall warnings.

05Deep GitHub repository analysis and official documentation extraction.

06Automated multi-source gathering via Gemini AI or WebSearch integration.

Use Cases

01Performing deep-dive security and performance analysis on existing software architectures.

02Evaluating and comparing modern frameworks, databases, or cloud services for a new project.

03Gathering industry best practices and design patterns for specific engineering challenges.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hotriluan/alkana-dashboard research

For use in Claude.ai and ChatGPT

Download Skill