How does the skill handle local code vs. web data?

It synthesizes both. It uses tools like grep to understand your current implementation while simultaneously querying web sources to ensure your local patterns align with current industry standards.

Does this skill help with security audits?

Yes, the Researcher skill follows a security-first protocol (RES-005) that specifically checks for CVEs and vulnerabilities in packages and Docker images during the investigation process.

What kind of output does the Researcher skill provide?

It generates a structured Markdown report containing a summary of findings, evidence-based details with citations, actionable recommendations, and a list of all sources used.

What is the Internet Research Mandate (RES-008)?

It is a mandatory requirement within the skill that forces the agent to perform at least 3 web searches per session. This ensures that findings are never based solely on local code and always include the latest external information.

Researcher

Name: Researcher
Author: ribatshepo

byribatshepo

0•

웹 스크래핑 및 데이터 수집

Gathers, synthesizes, and documents information from web sources and local codebases to provide evidence-based recommendations.

The Researcher skill is a specialized capability for Claude Code designed to conduct thorough investigations across multiple data planes. It combines mandatory real-time internet research using WebSearch and WebFetch with deep codebase analysis and official documentation lookups. By following a strict 'Internet Research Mandate,' it ensures that every finding is current, security-conscious, and backed by authoritative citations. This skill is ideal for technical discovery, due diligence, and gathering the necessary context to make informed architectural decisions.

주요 기능

01Official documentation lookup via Context7 for framework and library accuracy

02Security-first analysis including mandatory CVE checks for packages

03Mandatory multi-query web research using WebSearch and WebFetch tools

04Deep codebase analysis using grep and serena to identify existing patterns

050 GitHub stars

06Structured Markdown output with synthesized findings and prioritized recommendations

사용 사례

01Analyzing production implementation examples and industry best practices

02Performing background research and fact-finding for complex technical requirements

03Conducting due diligence on third-party libraries or APIs before integration

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ribatshepo/auto-orchestrate researcher

For use in Claude.ai and ChatGPT

주요 기능

01Official documentation lookup via Context7 for framework and library accuracy

02Security-first analysis including mandatory CVE checks for packages

03Mandatory multi-query web research using WebSearch and WebFetch tools

04Deep codebase analysis using grep and serena to identify existing patterns

050 GitHub stars

06Structured Markdown output with synthesized findings and prioritized recommendations

사용 사례

01Analyzing production implementation examples and industry best practices

02Performing background research and fact-finding for complex technical requirements

03Conducting due diligence on third-party libraries or APIs before integration

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ribatshepo/auto-orchestrate researcher

For use in Claude.ai and ChatGPT