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TechNickAI
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research

Perform web research and document findings in research/[topic].md.

24|5|Updated Oct 1, 2025
Search Tags:#architecture#debugging#research#software development#web search#technical accuracy#up-to-date information
One-click install
npx skills add https://github.com/TechNickAI/ai-coding-config --skill research-technickai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: research
Source: https://github.com/TechNickAI/ai-coding-config/tree/main/.skills/research
Command: npx skills add https://github.com/TechNickAI/ai-coding-config --skill research-technickai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill prevents wasted effort and broken implementations by ensuring you always have the most current and accurate information, especially when dealing with rapidly evolving technologies, security-critical tasks, or complex architectural decisions.

Core Features & Use Cases

  • Context Augmentation: Augments Claude's knowledge with up-to-date web information, preventing reliance on potentially outdated training data.
  • Two Research Modes: Offers "Quick Check" for rapid verification (under a minute) and "Deep Dive" for critical decisions (5-15 minutes), adapting to your immediate needs.
  • Use Case: When debugging a new API integration and encountering an error, use this skill to quickly verify if the API documentation has changed, saving hours of trial-and-error. For a new project, use a "Deep Dive" to compare competing technologies and make an informed architectural choice.

Quick Start

Use the research skill to quickly check if the useEffect hook in React 18 still requires a dependency array for all cases.

Frequently Asked Questions about research

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

FAQPage Schema
How do I verify if an API or library has changed since my last update?▼

Web research fetches current API documentation and library releases to confirm whether changes affect your implementation. This prevents debugging time wasted on outdated code patterns or deprecated endpoints, especially critical for security-sensitive components and rapidly evolving frameworks.

When should I use web search to inform architectural decisions?▼

Use research for long-term architectural choices involving competing technologies, new frameworks, or evolving best practices. A deep dive compares current capabilities, security records, and community adoption across options before committing to a direction.

Can I quickly verify if my code pattern still works in the latest framework version?▼

Yes. The quick check mode validates your current approach against latest documentation in under a minute—for example, confirming React 18's dependency array rules or checking if a deprecated API has been removed.

How do I ensure my implementation uses the most secure and up-to-date approach?▼

Research supplies current security advisories, best practices, and recent library updates before implementation. Findings are documented with transparent sources, letting you make informed decisions on secure, maintainable code patterns.

What's the difference between quick research and a full deep dive?▼

Quick check takes under a minute for rapid verification of specific facts. Deep dive spans 5-15 minutes for comprehensive comparison of competing solutions, architectural trade-offs, or complex technical landscapes requiring thorough evaluation.

How do I avoid relying on outdated training data when building new features?▼

Augment your knowledge with current web information before implementation. Research retrieves the latest API docs, release notes, and technical guidance, ensuring your code reflects present-day standards rather than potentially stale patterns.

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