# Moai Core Language Detection

> Auto-detects project language and framework from package.json, pyproject.toml, Cargo.toml, go.mod, and other configuration files with comprehensive pattern matching based on 17,253+ production code examples.

- Skill: `majiayu000/moai-core-language-detection` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/moai-core-language-detection`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/moai-core-language-detection/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/moai-core-language-detection

---



# moai-core-language-detection

**Enterprise Language & Framework Auto-Detection**

> **Research Base**: 17,253 code examples from 4 package managers
> **Version**: 4.0.0

---

## 📖 Progressive Disclosure

### Level 1: Quick Reference

Alfred automatically detects project language and framework by parsing configuration files:

**Supported Languages** (4 ecosystems):
- **JavaScript/TypeScript**: package.json → npm/yarn/pnpm
- **Python**: pyproject.toml → Poetry/pip/Pipenv
- **Rust**: Cargo.toml → Cargo
- **Go**: go.mod → Go modules

**Key Capabilities**:
- Config file identification with priority order
- Package manager detection via lockfiles
- Framework identification from dependencies
- Runtime version extraction
- Monorepo pattern recognition
- Fallback to extension analysis

**Detection Priority**:
1. Config file exists (highest accuracy)
2. Dependency analysis (framework identification)
3. File extension scan (fallback)

---

### Level 2: Practical Implementation

#### Pattern 1: Node.js Project Detection - package.json

**Objective**: Identify JavaScript/TypeScript projects and extract metadata.

**package.json Structure**:

```json
{
  "name": "my-web-app",
  "version": "1.0.0",
  "description": "Modern web application",
  "main": "index.js",
  "type": "module",
  "scripts": {
    "dev": "vite",
    "build": "tsc && vite build",
    "test": "vitest",
    "lint": "eslint ."
  },
  "dependencies": {
    "react": "^18.2.0",
    "next": "14.0.0",
    "express": "^4.18.2"
  },
  "devDependencies": {
    "typescript": "^5.3.0",
    "vite": "^5.0.0",
    "vitest": "^1.0.0",
    "eslint": "^8.54.0"
  },
  "engines": {
    "node": ">=18.0.0",
    "npm": ">=9.0.0"
  }
}
```

**Detection Logic**:
- **Language**: JavaScript (default if no "type": "module")
- **Language**: TypeScript (devDependencies.typescript exists)
- **Frameworks**: React + Next.js (dependencies.react && dependencies.next)
- **Server**: Express (dependencies.express)
- **Build Tool**: Vite (devDependencies.vite)
- **Test Framework**: Vitest (devDependencies.vitest)
- **Node Version**: ≥18.0.0 (engines.node)

**Implementation**:

```python
def detect_nodejs_project():
    """Detect Node.js project details from package.json."""
    
    # Check for package.json
    if not os.path.exists('package.json'):
        return None
    
    with open('package.json', 'r') as f:
        package_data = json.load(f)
    
    detection = {
        'language': 'javascript',
        'frameworks': [],
        'build_tools': [],
        'test_frameworks': [],
        'package_manager': 'npm',
        'node_version': None
    }
    
    # Language detection
    if package_data.get('type') == 'module':
        detection['language'] = 'javascript-esm'
    elif 'typescript' in package_data.get('devDependencies', {}):
        detection['language'] = 'typescript'
    
    # Framework detection
    deps = package_data.get('dependencies', {})
    if 'react' in deps:
        detection['frameworks'].append('react')
        if 'next' in deps:
            detection['frameworks'].append('next.js')
        elif 'gatsby' in deps:
            detection['frameworks'].append('gatsby')
    elif 'express' in deps:
        detection['frameworks'].append('express')
    elif 'vue' in deps:
        detection['frameworks'].append('vue')
    
    # Build tool detection
    dev_deps = package_data.get('devDependencies', {})
    if 'vite' in dev_deps:
        detection['build_tools'].append('vite')
    elif 'webpack' in dev_deps:
        detection['build_tools'].append('webpack')
    elif 'rollup' in dev_deps:
        detection['build_tools'].append('rollup')
    
    # Test framework detection
    if 'vitest' in dev_deps:
        detection['test_frameworks'].append('vitest')
    elif 'jest' in dev_deps:
        detection['test_frameworks'].append('jest')
    elif 'mocha' in dev_deps:
        detection['test_frameworks'].append('mocha')
    
    # Package manager detection
    if os.path.exists('pnpm-lock.yaml'):
        detection['package_manager'] = 'pnpm'
    elif os.path.exists('yarn.lock'):
        detection['package_manager'] = 'yarn'
    
    # Node version extraction
    engines = package_data.get('engines', {})
    detection['node_version'] = engines.get('node')
    
    return detection
```

---

#### Pattern 2: Python Project Detection - pyproject.toml

**Objective**: Identify Python projects and extract build system, framework, and dependency information.

**pyproject.toml Structure**:

```toml
[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"

[project]
name = "my-python-app"
version = "1.0.0"
description = "Python application with FastAPI"
dependencies = [
    "fastapi>=0.104.0",
    "uvicorn[standard]>=0.24.0",
    "sqlalchemy>=2.0.0"
]

[project.optional-dependencies]
dev = [
    "pytest>=7.4.0",
    "pytest-cov>=4.1.0",
    "black>=23.0.0",
    "mypy>=1.7.0"
]

[tool.poetry]
name = "my-python-app"
version = "1.0.0"
description = "Python application with FastAPI"

[tool.poetry.dependencies]
python = "^3.11"
fastapi = "^0.104.0"
uvicorn = {extras = ["standard"], version = "^0.24.0"}

[tool.poetry.group.dev.dependencies]
pytest = "^7.4.0"
pytest-cov = "^4.1.0"
black = "^23.0.0"
mypy = "^1.7.0"

[tool.setuptools.packages.find]
where = ["src"]

[tool.black]
line-length = 88
target-version = ['py311']

[tool.mypy]
python_version = "3.11"
strict = true
```

**Detection Logic**:
- **Build System**: Poetry (tool.poetry), setuptools (build-system.requires), or pip (fallback)
- **Python Version**: From poetry.dependencies.python or requires-python
- **Frameworks**: FastAPI, Django, Flask (from dependencies)
- **Test Frameworks**: pytest, unittest (from optional-dependencies/dev)
- **Linting**: black, flake8, mypy (from dev dependencies)

**Implementation**:

```python
def detect_python_project():
    """Detect Python project details from pyproject.toml."""
    
    # Check for pyproject.toml
    if not os.path.exists('pyproject.toml'):
        return None
    
    with open('pyproject.toml', 'r') as f:
        toml_data = toml.load(f)
    
    detection = {
        'language': 'python',
        'frameworks': [],
        'build_system': None,
        'test_frameworks': [],
        'linting_tools': [],
        'python_version': None,
        'package_manager': 'pip'
    }
    
    # Build system detection
    if 'tool' in toml_data and 'poetry' in toml_data['tool']:
        detection['build_system'] = 'poetry'
        detection['package_manager'] = 'poetry'
        
        # Extract Python version from Poetry
        python_dep = toml_data['tool']['poetry'].get('dependencies', {}).get('python')
        if python_dep:
            detection['python_version'] = python_dep.replace('^', '>=')
    elif 'build-system' in toml_data:
        build_requires = toml_data['build-system'].get('requires', [])
        if 'setuptools' in str(build_requires):
            detection['build_system'] = 'setuptools'
        elif 'flit' in str(build_requires):
            detection['build_system'] = 'flit'
        elif 'hatch' in str(build_requires):
            detection['build_system'] = 'hatch'
    
    # Framework detection from dependencies
    deps = []
    if 'project' in toml_data and 'dependencies' in toml_data['project']:
        deps = toml_data['project']['dependencies']
    elif 'tool' in toml_data and 'poetry' in toml_data['tool']:
        deps = list(toml_data['tool']['poetry'].get('dependencies', {}).keys())
    
    deps_str = ' '.join(deps).lower()
    if 'fastapi' in deps_str:
        detection['frameworks'].append('fastapi')
    if 'django' in deps_str:
        detection['frameworks'].append('django')
    if 'flask' in deps_str:
        detection['frameworks'].append('flask')
    if 'pydantic' in deps_str:
        detection['frameworks'].append('pydantic')
    
    # Test framework detection
    dev_deps = []
    if 'project' in toml_data and 'optional-dependencies' in toml_data['project']:
        dev_deps = toml_data['project']['optional-dependencies'].get('dev', [])
    elif 'tool' in toml_data and 'poetry' in toml_data:
        dev_deps = list(toml_data['tool']['poetry'].get('group', {}).get('dev', {}).get('dependencies', {}).keys())
    
    dev_deps_str = ' '.join(dev_deps).lower()
    if 'pytest' in dev_deps_str:
        detection['test_frameworks'].append('pytest')
    if 'unittest' in dev_deps_str:
        detection['test_frameworks'].append('unittest')
    
    # Linting tools detection
    if 'black' in dev_deps_str:
        detection['linting_tools'].append('black')
    if 'flake8' in dev_deps_str:
        detection['linting_tools'].append('flake8')
    if 'mypy' in dev_deps_str:
        detection['linting_tools'].append('mypy')
    if 'ruff' in dev_deps_str:
        detection['linting_tools'].append('ruff')
    
    return detection
```

---

#### Pattern 3: Rust Project Detection - Cargo.toml

**Objective**: Identify Rust projects and extract crate information, dependencies, and edition.

**Cargo.toml Structure**:

```toml
[package]
name = "my-rust-app"
version = "0.1.0"
edition = "2021"
description = "Rust application with web framework"

[dependencies]
tokio = { version = "1.0", features = ["full"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
axum = "0.7"
sqlx = { version = "0.7", features = ["postgres", "runtime-tokio-rustls"] }

[dev-dependencies]
tokio-test = "0.4"
criterion = "0.5"

[features]
default = ["axum"]
rocket = ["dep:rocket", "tokio/sync"]

[workspace]
members = [
    "crates/core",
    "crates/utils",
    "crates/api"
]

[profile.release]
lto = true
codegen-units = 1
panic = "abort"
```

**Detection Logic**:
- **Edition**: 2021, 2021, or 2018 from package.edition
- **Frameworks**: axum, rocket, actix-web (from dependencies)
- **Async Runtime**: tokio, async-std (from dependencies)
- **Database**: sqlx, diesel (from dependencies)
- **Serialization**: serde, serde_json (from dependencies)
- **Workspace**: Multi-crate project if workspace members exist

**Implementation**:

```python
def detect_rust_project():
    """Detect Rust project details from Cargo.toml."""
    
    # Check for Cargo.toml
    if not os.path.exists('Cargo.toml'):
        return None
    
    with open('Cargo.toml', 'r') as f:
        cargo_data = toml.load(f)
    
    detection = {
        'language': 'rust',
        'frameworks': [],
        'async_runtime': None,
        'database_libs': [],
        'serialization': [],
        'edition': '2021',
        'is_workspace': False
    }
    
    # Package information
    if 'package' in cargo_data:
        package_info = cargo_data['package']
        detection['edition'] = package_info.get('edition', '2021')
    
    # Workspace detection
    if 'workspace' in cargo_data:
        detection['is_workspace'] = True
    
    # Dependencies analysis
    deps = cargo_data.get('dependencies', {})
    deps_str = ' '.join(deps.keys()).lower()
    
    # Framework detection
    if 'axum' in deps_str:
        detection['frameworks'].append('axum')
    if 'rocket' in deps_str:
        detection['frameworks'].append('rocket')
    if 'actix-web' in deps_str or 'actix' in deps_str:
        detection['frameworks'].append('actix-web')
    
    # Async runtime detection
    if 'tokio' in deps_str:
        detection['async_runtime'] = 'tokio'
    elif 'async-std' in deps_str:
        detection['async_runtime'] = 'async-std'
    
    # Database libraries detection
    if 'sqlx' in deps_str:
        detection['database_libs'].append('sqlx')
    if 'diesel' in deps_str:
        detection['database_libs'].append('diesel')
    if 'sea-orm' in deps_str:
        detection['database_libs'].append('sea-orm')
    
    # Serialization detection
    if 'serde' in deps_str:
        detection['serialization'].append('serde')
    if 'serde_json' in deps_str:
        detection['serialization'].append('serde_json')
    
    return detection
```

---

#### Pattern 4: Go Project Detection - go.mod

**Objective**: Identify Go projects and extract module information, Go version, and dependencies.

**go.mod Structure**:

```go
module github.com/username/my-go-app

go 1.21

require (
    github.com/gin-gonic/gin 
    github.com/golang-migrate/migrate/v4 
    github.com/lib/pq 
    github.com/spf13/viper 
    github.com/stretchr/testify 
)

require (
    github.com/bytedance/sonic  // indirect
    github.com/chenzhuoyu/base64x -20221115062448-fe3a3abad311 // indirect
    github.com/gabriel-vasile/mimetype  // indirect
)
```

**Detection Logic**:
- **Go Version**: From go directive (1.21, 1.20, etc.)
- **Frameworks**: gin, echo, fiber (from require statements)
- **Database**: lib/pq (PostgreSQL), go-sqlite3, gorm (from require)
- **Configuration**: viper, envconfig (from require)
- **Testing**: testify, gomock (from require)

**Implementation**:

```python
def detect_go_project():
    """Detect Go project details from go.mod."""
    
    # Check for go.mod
    if not os.path.exists('go.mod'):
        return None
    
    with open('go.mod', 'r') as f:
        go_mod_content = f.read()
    
    detection = {
        'language': 'go',
        'frameworks': [],
        'database_libs': [],
        'config_libs': [],
        'test_libs': [],
        'go_version': None,
        'module_name': None
    }
    
    lines = go_mod_content.split('\n')
    
    for line in lines: