Does this skill store research data for later use?

Quick checks remain in the conversation history, but significant 'Deep Dive' research is saved as markdown files in a dedicated research directory for team reference.

Which search tools does this skill use?

It prioritizes specialized MCP servers like Tavily and Exa for code-focused search, falling back to built-in web search tools if no MCP servers are configured.

When does Claude trigger a research task?

Claude triggers research when it detects potential API changes, security-critical implementations (like auth or payments), or when architectural decisions require up-to-date verification.

How long does a research session take?

Simple verifications take under a minute, while comprehensive deep dives for complex problems typically range from 5 to 15 minutes.

Web Research & Verification

Name: Web Research & Verification
Author: Light-Brands

byLight-Brands

生産性とワークフロー

Conducts targeted web research to ensure secure implementations and prevent errors caused by outdated documentation or API changes.

概要

This skill empowers Claude to perform real-time information gathering, shifting from static knowledge to verified web data to prevent broken implementations. It specializes in two distinct workflows: 'Quick Checks' for immediate verification of library versions or small facts, and 'Deep Dives' for complex architectural decisions and security-critical patterns. By prioritizing official documentation, changelogs, and GitHub releases, it helps developers navigate rapidly evolving tech stacks while documenting significant findings in structured markdown files for the whole team to reference.

主な機能

Distinguishes between rapid verifications and comprehensive architectural research
Integrates with MCP servers like Tavily and Exa for high-quality, code-focused search results
Identifies critical triggers like security-sensitive tasks or suspected API breaking changes
Prioritizes official sources and changelogs to ensure technical accuracy
0 GitHub stars
Automates the creation of persistent research documentation for team collaboration

ユースケース

Verifying the latest migration patterns for payment gateways and authentication providers
Debugging cryptic errors that suggest a dependency has changed its API behavior
Comparing competing architectural patterns or frameworks before starting a new module

概要

主な機能

Distinguishes between rapid verifications and comprehensive architectural research
Integrates with MCP servers like Tavily and Exa for high-quality, code-focused search results
Identifies critical triggers like security-sensitive tasks or suspected API breaking changes
Prioritizes official sources and changelogs to ensure technical accuracy
0 GitHub stars
Automates the creation of persistent research documentation for team collaboration

ユースケース

Verifying the latest migration patterns for payment gateways and authentication providers
Debugging cryptic errors that suggest a dependency has changed its API behavior
Comparing competing architectural patterns or frameworks before starting a new module