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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学习与文档

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.

主要功能

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.

使用场景

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