Project Detection & Stack Analysis FAQs

Question 1

Can it identify AI and Machine Learning components?

Accepted Answer

Yes, it specifically looks for AI SDKs like LangChain, Vercel AI SDK, and Claude Agent SDK, as well as vector databases and RAG orchestration tools.

Question 2

Does it support monorepo structures?

Accepted Answer

Yes, the skill is designed to handle complex multi-framework projects and monorepos, providing high-confidence detection across different sub-directories.

Question 3

What frameworks can this skill detect?

Accepted Answer

The Project Detection skill supports over 30 frameworks across 8+ languages, including Next.js, React, FastAPI, Django, Express, NestJS, and various Go or Rust frameworks.

Question 4

How does it help Claude understand my project?

Accepted Answer

It scans your repository's configuration files and package managers to create a structured .claude/project.json file, providing Claude with definitive metadata about your tools and architecture.

Question 5

What is included in the detection report?

Accepted Answer

The report includes detected frameworks, dependency versions, database types, AI components, and confidence scores based on the evidence found in the code.

Project Detection & Stack Analysis

Key Features

Use Cases

Project Detection & Stack Analysis

Key Features

Use Cases