How does it detect specific frameworks?

It analyzes dependency manifests like package.json or pyproject.toml to identify specific frameworks such as React, Next.js, Vue, Django, Flask, and FastAPI.

Why is context detection important for AI coding?

It ensures that the AI generates code and workflows that match your project's specific standards, preventing the introduction of mismatched tools or inconsistent naming patterns.

Does it work with existing Claude Code artifacts?

Yes, it specifically scans the .claude directory to extract naming conventions, tool scoping patterns, and description styles from your existing commands, skills, and agents.

What languages can Context Detector identify?

Context Detector supports a wide range of ecosystems by scanning for specific configuration files, including JavaScript/TypeScript, Python, Rust, Go, Java, PHP, Ruby, C#, and Elixir.

Can it suggest the correct linting and formatting tools?

Absolutely. It maps detected project stacks to their standard tools, such as Prettier/ESLint for Node.js or Black/Ruff for Python, to provide context-aware suggestions.

Context Detector

Name: Context Detector
Author: mit17k

bymit17k

•

Productivity & Workflow

Identifies project languages, frameworks, and coding conventions to ensure AI-generated artifacts align with your existing codebase.

The Context Detector skill enables Claude to perform deep analysis of a repository's structure, identifying primary programming languages, tech stacks, and established naming conventions. By scanning configuration files such as package.json, Cargo.toml, or pyproject.toml and analyzing existing Claude Code artifacts, it ensures that newly created workflows, commands, and scripts seamlessly integrate with the project's unique patterns and tooling preferences. This reduces manual configuration and prevents style drift in automated development tasks.

Key Features

01Automatic language and framework identification across multiple ecosystems including Node.js, Python, Rust, and Go

023 GitHub stars

03Intelligent tool mapping for formatters, linters, and test runners based on project-specific configurations

04Deep analysis of existing Claude Code commands, skills, and agents to maintain structural consistency

05Comprehensive context reporting to guide the generation of project-specific development artifacts

06Extraction of naming conventions such as kebab-case, snake_case, and camelCase from local files

Use Cases

01Generating new custom Claude commands that must match the structure and style of existing project tools

02Automating the selection of the correct test runners and build scripts for complex multi-language projects

03Onboarding Claude to a new repository to quickly understand the tech stack and local coding standards

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mit17k/claude-code-workflow context-detector

For use in Claude.ai and ChatGPT

Download Skill