How does it help with decision-making?

It includes standardized comparison templates that evaluate options based on performance, complexity, scalability, and specific project requirements to identify the best approach.

Does this skill work with anyclaude-local?

Yes, it is designed to work with the anyclaude-local repository, facilitating advanced research workflows even when using local language models.

When does this skill automatically activate?

It activates when Claude detects investigative keywords such as 'research', 'investigate', 'architecture', 'design', or 'best practice' in the conversation.

What is the primary goal of the Research Patterns skill?

It provides a standardized methodology for developers to investigate existing code patterns and industry best practices before writing new code, ensuring consistency and quality.

How does this skill handle external research?

It uses a tiered strategy involving specific query patterns for different needs (security, performance, etc.) and a source hierarchy that prioritizes official documentation over unverified tutorials.

Software Research Patterns

Name: Software Research Patterns
Author: akaszubski

byakaszubski

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学习与文档

Provides a structured framework for investigating architectural patterns and codebase best practices before implementation.

关于

The Research Patterns skill equips Claude with a rigorous methodology for finding and evaluating software design patterns, both within an existing codebase and across external sources. It helps prevent 'reinventing the wheel' by mandating a search of internal implementations first, followed by a prioritized external research strategy using specific query templates for security, performance, and architecture. This skill ensures that implementation decisions are backed by high-quality, recently verified sources and provides standardized templates for comparing architectural options and technical trade-offs.

主要功能

Standardized output templates for pattern comparisons and actionable implementation guides
Multi-factor source quality evaluation including authority, recency, and content depth
Structured research question templates to define scope, purpose, and success criteria
2 GitHub stars
Internal codebase search strategies to identify existing patterns and reusable logic
Advanced external search query templates for security, performance, and best practices

使用场景

Ensuring new features adhere to security standards through specialized research into OWASP guidelines
Conducting deep-dive evaluations of competing architectural patterns or third-party libraries
Deciding whether to implement a new feature from scratch or extend existing internal infrastructure

关于

主要功能

Standardized output templates for pattern comparisons and actionable implementation guides
Multi-factor source quality evaluation including authority, recency, and content depth
Structured research question templates to define scope, purpose, and success criteria
2 GitHub stars
Internal codebase search strategies to identify existing patterns and reusable logic
Advanced external search query templates for security, performance, and best practices

使用场景

Ensuring new features adhere to security standards through specialized research into OWASP guidelines
Conducting deep-dive evaluations of competing architectural patterns or third-party libraries
Deciding whether to implement a new feature from scratch or extend existing internal infrastructure