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framework-detection

Identify and classify testing and application frameworks in a codebase.

Updated Aug 23, 2026
Search Tags:#automation#multi-language#evidence#framework-detection#testing-frameworks#build-detection
One-click install
npx skills add https://github.com/ai-sand-castles/local-marketplace --skill framework-detection-ai-sand-castles
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: framework-detection
Source: https://github.com/ai-sand-castles/local-marketplace/tree/main/test-automation-plugin/skills/framework-detection
Command: npx skills add https://github.com/ai-sand-castles/local-marketplace --skill framework-detection-ai-sand-castles

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Quickly determine which testing and application frameworks a codebase uses, enabling targeted automation and framework-aware tooling.

Core Features & Use Cases

  • Detects and reports primary and secondary frameworks across Python, JavaScript, TypeScript, Java, C#, Go, C++, Rust, Ruby, C, and Unreal Engine.
  • Identifies framework-specific configuration signals, dependencies, and build-system patterns to support reliable selection and migration planning.
  • Use cases include framework migration planning, automated test generation guidance, and context-aware tooling for CI/CD.

Quick Start

Provide the project path to the detector and run the framework-detection skill to receive a structured result.

Frequently Asked Questions about framework-detection

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

FAQPage Schema
How does framework detection work for identifying build systems and configuration signals?▼

Framework detection works by analyzing codebase files for framework-specific configuration signals, dependencies, and build-system patterns. It processes multiple languages like Python, Java, and Go, classifying primary and secondary frameworks while returning confidence estimates and evidence details for reliable selection.

Can I detect frameworks in languages like Rust, Ruby, and Unreal Engine simultaneously?▼

You can detect frameworks in Rust, Ruby, and Unreal Engine simultaneously alongside Python, JavaScript, TypeScript, Java, C#, Go, C, and C++. The detector analyzes multiple languages concurrently and reports detected config files, build patterns, and framework evidence.

Does automated framework detection support migration planning and CI/CD tooling?▼

Yes, automated framework detection supports migration planning and context-aware tooling for CI/CD by quickly determining which testing and application frameworks a codebase uses. This enables targeted automation, automated test generation guidance, and framework-aware tooling selection.

What is the best way to classify primary and secondary testing frameworks in a codebase?▼

The best way to classify primary and secondary testing frameworks is to run an automated detector that evaluates dependency and build-system patterns. It returns structured results distinguishing primary frameworks from secondary ones, complete with confidence estimates and supporting evidence.

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