tusktsk 2.0.5
TuskTsk - Configuration with a Heartbeat. Enhanced with 140+ CLI commands including binary operations and AI management!
License: MIT
Requires Python: <4,>=3.8
Keywords: configuration, database, cli, binary, ai, management

<div align="center">

> **🌐 GitHub Version** - This README uses GitHub raw URLs for proper image display on GitHub. For PyPI version, see `README_PYPI.md`

<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/tusklang-logo.svg" alt="TuskLang" width="600" />

<h4>200+ Production-Ready Functions • 85 Dynamic Operators • 130+ CLI Commands </h4>

<br/>

[![PyPI version](https://img.shields.io/pypi/v/tusktsk?style=for-the-badge&logo=pypi&logoColor=white&color=FF6B6B)](https://pypi.org/project/tusktsk/)
[![Python 3.8+](https://img.shields.io/badge/python-3.8+-blue?style=for-the-badge&logo=python&logoColor=white)](https://www.python.org/downloads/)
[![Tests](https://img.shields.io/badge/tests-200%2B%20functions%20✓-brightgreen?style=for-the-badge&logo=github-actions&logoColor=white)](#verified-test-results)
[![CLI Commands](https://img.shields.io/badge/cli-130%2B%20commands%20✓-blue?style=for-the-badge&logo=terminal&logoColor=white)](#cli-commands-100-commands)
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<br/>

<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/hero-banner.svg" alt="TuskLang Hero" width="100%" />

[**🚀 Quick Start**](#-quick-start) • [**📚 Documentation**](https://tuskt.sk/) • [**💡 Examples**](#-examples) • [**🤝 Community**](https://discord.gg/tusklang)

</div>

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/overview.svg" width="32" align="center" /> **Overview**

<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/function-galaxy.svg" alt="Function Galaxy" width="100%" />

<table>
<tr>
<td width="25%" align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/functions.svg" width="80" />
<h3>200+ Functions</h3>
<p>Production-ready, tested, and optimized</p>
</td>
<td width="25%" align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/operators.svg" width="80" />
<h3>85 Operators</h3>
<p>Dynamic @-syntax for powerful configs</p>
</td>
<td width="25%" align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/enterprise.svg" width="80" />
<h3>Enterprise Ready</h3>
<p>SOC2, GDPR, HIPAA compliance</p>
</td>
<td width="25%" align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/performance.svg" width="80" />
<h3>24x Faster</h3>
<p>Optimized for production scale</p>
</td>
</tr>
</table>

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/dashboard.svg" width="32" align="center" /> **Function Dashboard**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/function-dashboard.svg" alt="Function Dashboard" width="90%" />
</div>

### 🎯 **Function Snapshot - 200+ Tested Functions at a Glance**

<table>
<tr>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/core.svg" width="20" /> **Core Operators (85)**
`@env` `@cache` `@date` `@file` `@json` `@query` `@variable` `@if` `@switch` `@for` `@while` `@each` `@filter`

</td>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/database.svg" width="20" /> **Database (50+)**
SQLite • PostgreSQL • MySQL • MongoDB • Redis • Multi-DB Operations • Connection Pooling • Query Optimization

</td>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/communication.svg" width="20" /> **Communication (30+)**
WebSocket • GraphQL • gRPC • Slack • Teams • Email • SMS • Real-time Messaging • API Integration

</td>
</tr>
<tr>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/security.svg" width="20" /> **Security (25+)**
OAuth2 • JWT • Encryption • RBAC • Audit • Compliance • Multi-Factor Auth • Vulnerability Scanning • CLI Security Commands

</td>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/cloud.svg" width="20" /> **Cloud (20+)**
AWS • Azure • GCP • Kubernetes • Docker • Terraform • Service Mesh • Edge Computing

</td>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/ai.svg" width="20" /> **AI/ML (15+)**
AutoML • Neural Networks • NLP • Computer Vision • Predictive Analytics • Model Management

</td>
</tr>
<tr>
<td width="33%">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/cli.svg" width="20" /> **CLI Commands (140+)**
Security • Services • Cache • License • Config • AI • Database • Binary • Development • Testing • Validation

</td>
</tr>
</table>

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/rocket.svg" width="32" align="center" /> **Quick Start**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/quickstart-flow.svg" alt="Quick Start Flow" width="80%" />
</div>

### 📦 **Installation**

<table>
<tr>
<td width="33%" align="center">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/basic-install.svg" width="60" />
#### Basic
```bash
pip install tusktsk
```
</td>
<td width="33%" align="center">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/feature-install.svg" width="60" />
#### With Features
```bash
pip install tusktsk[ai,database,cloud]
```
</td>
<td width="33%" align="center">

#### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/full-install.svg" width="60" />
#### Everything
```bash
pip install tusktsk[full]
tsk deps install full
```
</td>
</tr>
</table>

### 🎯 **Basic Usage**

```python
from tusktsk import TSK, parse, stringify, load, save

# Initialize TuskLang
tsk = TSK()

# Parse configuration
config = parse("""
app:
  name: "My Application"
  version: "2.0.0"
  database:
    type: "@env('DB_TYPE', 'postgresql')"
    host: "@env('DB_HOST', 'localhost')"
    cache: "@redis('get', 'db:cache:settings')"
""")

# Access configuration values
app_name = config['app']['name']
db_type = tsk.evaluate(config['app']['database']['type'])

# Execute operators
user_count = tsk.execute_function('@query', 'SELECT COUNT(*) FROM users')
current_time = tsk.execute_function('@date', 'Y-m-d H:i:s')

# Save and load
save(config, 'app.tsk')
loaded_config = load('app.tsk')
```

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/operators.svg" width="32" align="center" /> **Core Operators (85 Functions)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/operators-map.svg" alt="Operators Map" width="90%" />
</div>

TuskLang's revolutionary `@` operator syntax provides dynamic functionality with simple, readable configuration.

<details>
<summary><strong>🔧 View All 85 Operators with Examples</strong></summary>

### 📊 **Data & Variables (16 operators)**

<table>
<tr>
<td width="50%">

#### `@env` - Environment Variable Access
```python
# Get environment variable with fallback
database_url = "@env('DATABASE_URL', 'sqlite:///default.db')"

# Environment variable with type conversion
debug_mode = "@env('DEBUG', 'false', type='bool')"

# Secure environment variables
api_key = "@env('API_KEY', required=True, secure=True)"
```

#### `@cache` - Intelligent Caching
```python
# Cache with TTL (Time-to-Live)
user_data = "@cache('user:123', ttl='1h', value=@query('SELECT * FROM users WHERE id=123'))"

# Multi-level caching
expensive_calc = "@cache('calculation:456', ttl='30m', level='distributed')"

# Cache invalidation patterns
fresh_data = "@cache('stats', ttl='5m', invalidate_on=['user_update', 'data_change'])"
```

</td>
<td width="50%">

#### `@date` - Date & Time Operations
```python
# Current timestamp formatting
current_time = "@date('Y-m-d H:i:s')"

# Date calculations
future_date = "@date('next monday', format='Y-m-d')"

# Timezone handling
utc_time = "@date('now', timezone='UTC', format='c')"
```

#### `@variable` - Dynamic Variable References
```python
# Variable reference with fallback
app_name = "@variable('APP_NAME', fallback='Default App')"

# Cross-section variable access
db_config = "@variable('database.host', section='config')"
```

</td>
</tr>
</table>

### 🗄️ **Database Operators (12 operators)**

<table>
<tr>
<td width="50%">

#### `@query` - Universal Database Queries
```python
# SQL query with parameters
active_users = "@query('SELECT * FROM users WHERE active = ? AND created_at > ?', [true, '2024-01-01'])"

# Named parameters
user_orders = "@query('SELECT * FROM orders WHERE user_id = :user_id', user_id=123)"

# Query with connection pooling
high_performance = "@query('SELECT COUNT(*) FROM large_table', pool='primary', timeout=30)"
```

#### `@mongodb` - MongoDB Operations
```python
# Document queries
products = "@mongodb('find', 'products', {'category': 'electronics', 'price': {'$lt': 1000}})"

# Aggregation pipelines
sales_summary = "@mongodb('aggregate', 'orders', [
  {'$match': {'status': 'completed'}},
  {'$group': {'_id': '$product_id', 'total': {'$sum': '$amount'}}}
])"

# Index management
create_index = "@mongodb('createIndex', 'users', {'email': 1}, {'unique': true})"
```

</td>
<td width="50%">

#### `@postgresql` - PostgreSQL Operations
```python
# Advanced queries with JSON support
user_prefs = "@postgresql('SELECT preferences->>\"theme\" FROM users WHERE id = $1', [user_id])"

# Full-text search
search_results = "@postgresql('SELECT * FROM articles WHERE to_tsvector(content) @@ plainto_tsquery($1)', [search_term])"

# Connection with SSL
secure_query = "@postgresql('SELECT * FROM sensitive_data', ssl=true, connection='secure_pool')"
```

#### `@redis` - Redis Operations
```python
# Key-value operations with TTL
session_data = "@redis('setex', 'session:abc123', 3600, '{\"user_id\": 123, \"role\": \"admin\"}')"

# List operations
recent_actions = "@redis('lpush', 'user:123:actions', 'login', 'view_profile', 'update_settings')"

# Pub/Sub messaging
publish_event = "@redis('publish', 'notifications', '{\"type\": \"alert\", \"message\": \"System maintenance\"}')"
```

</td>
</tr>
</table>

### 🌐 **Communication Operators (22 operators)**

<table>
<tr>
<td width="50%">

#### `@graphql` - GraphQL Integration
```python
# Complex GraphQL queries
user_data = "@graphql('query', '{ 
  user(id: \"123\") { 
    name 
    email 
    posts(limit: 5) { 
      title 
      content 
      comments { author message } 
    } 
  } 
}')"

# GraphQL mutations
create_post = "@graphql('mutation', 'mutation CreatePost($title: String!, $content: String!) {
  createPost(title: $title, content: $content) { id title }
}', variables={'title': 'New Post', 'content': 'Post content'})"
```

</td>
<td width="50%">

#### `@websocket` - WebSocket Connections
```python
# Real-time connections
chat_connection = "@websocket('connect', 'ws://localhost:8080/chat', room='general')"

# Message broadcasting
broadcast_message = "@websocket('send', 'all', {'type': 'notification', 'message': 'Server maintenance in 5 minutes'})"

# Connection with authentication
secure_ws = "@websocket('connect', 'wss://api.example.com/live', auth_token='abc123')"
```

#### `@slack` - Slack Integration
```python
# Channel messaging
deployment_alert = "@slack('send', '#deployments', 'Production deployment completed successfully ✅')"

# Rich message formatting
status_update = "@slack('send', '#team', {
  'text': 'System Status Update',
  'blocks': [
    {'type': 'section', 'text': {'type': 'mrkdwn', 'text': '*Status*: All systems operational'}}
  ]
})"
```

</td>
</tr>
</table>

### 🔒 **Security Operators (11 operators)**

<table>
<tr>
<td width="50%">

#### `@oauth` - OAuth2 Authentication
```python
# OAuth2 authorization flow
auth_url = "@oauth('authorize', provider='google', 
  client_id='your_client_id', 
  redirect_uri='https://app.com/callback',
  scopes=['profile', 'email'])"

# Token validation
user_info = "@oauth('validate', token='access_token_123', provider='google')"
```

#### `@jwt` - JWT Token Operations
```python
# Token creation with claims
auth_token = "@jwt('encode', {
  'user_id': 123,
  'role': 'admin',
  'exp': '@date(\"now + 1 hour\", format=\"timestamp\")'
}, secret='your_jwt_secret')"

# Token validation and decoding
decoded_token = "@jwt('decode', token='eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9...', secret='your_jwt_secret')"
```

</td>
<td width="50%">

#### `@encrypt` / `@decrypt` - Data Encryption
```python
# AES encryption
encrypted_data = "@encrypt('aes-256-gcm', 'sensitive information', key='encryption_key_123')"

# RSA public key encryption
rsa_encrypted = "@encrypt('rsa', 'secret message', public_key='/path/to/public.pem')"

# Data decryption
decrypted_data = "@decrypt('aes-256-gcm', encrypted_data, key='encryption_key_123')"
```

#### `@rbac` - Role-Based Access Control
```python
# Permission checking
can_edit = "@rbac('check', user='john_doe', action='edit', resource='document:123')"

# Role assignment
assign_role = "@rbac('assign', user='jane_smith', role='editor', scope='project:456')"
```

</td>
</tr>
</table>

[View Complete Operator Reference →](https://tuskt.sk/operators)

</details>

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/features.svg" width="32" align="center" /> **Feature Showcase**

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/database.svg" width="24" align="center" /> **Database Operations (50+ Functions)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/database-features.svg" alt="Database Features" width="80%" />
</div>

<details>
<summary><strong>View Database Adapters & Examples</strong></summary>

#### **Multi-Database Adapter System**

TuskLang provides unified database operations across multiple database systems with connection pooling, query optimization, and enterprise security.

#### **SQLite Adapter (15+ functions)**
```python
from tusktsk.adapters import SQLiteAdapter

# Initialize with advanced features
db = SQLiteAdapter('app.db', 
  connection_pool_size=10,
  enable_wal_mode=True,
  enable_foreign_keys=True
)

# Query with prepared statements
users = db.execute_query("SELECT * FROM users WHERE age > ?", [25])

# Full-text search
search_results = db.execute_query(
  "SELECT * FROM articles WHERE articles MATCH ?", 
  ["python programming"]
)

# Database migrations
db.run_migration("""
  CREATE TABLE IF NOT EXISTS products (
    id INTEGER PRIMARY KEY,
    name TEXT NOT NULL,
    price DECIMAL(10,2),
    created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP
  )
""")

# Backup and restore
db.backup_database('/backups/app_backup.db')
db.restore_database('/backups/app_backup.db')

# Performance optimization
db.analyze_performance()
db.rebuild_indexes()
```

#### **PostgreSQL Adapter (12+ functions)**
```python
from tusktsk.adapters import PostgreSQLAdapter

# Initialize with SSL and connection pooling
pg = PostgreSQLAdapter(
  host='localhost',
  database='production_db',
  user='app_user',
  password='secure_password',
  ssl_mode='require',
  connection_pool_size=20
)

# Advanced query with JSON operations
user_preferences = pg.execute_query("""
  SELECT id, preferences->>'theme' as theme, 
         preferences->'notifications' as notifications
  FROM users 
  WHERE preferences @> '{"active": true}'
""")

# Bulk operations
pg.bulk_insert('orders', [
  {'user_id': 1, 'product_id': 100, 'quantity': 2},
  {'user_id': 2, 'product_id': 101, 'quantity': 1}
])

# Stored procedure execution
monthly_stats = pg.call_procedure('calculate_monthly_stats', [2024, 1])

# Database health monitoring
health_status = pg.check_database_health()
connection_stats = pg.get_connection_statistics()
```

#### **MongoDB Adapter (10+ functions)**
```python
from tusktsk.adapters import MongoDBAdapter

# Initialize with replica set
mongo = MongoDBAdapter(
  host='mongodb://primary:27017,secondary:27017',
  database='app_db',
  replica_set='rs0',
  read_preference='secondaryPreferred'
)

# Complex aggregation pipeline
sales_analysis = mongo.aggregate('orders', [
  {'$match': {'status': 'completed', 'date': {'$gte': '2024-01-01'}}},
  {'$group': {
    '_id': {'month': {'$month': '$date'}, 'product': '$product_id'},
    'total_sales': {'$sum': '$amount'},
    'order_count': {'$sum': 1}
  }},
  {'$sort': {'total_sales': -1}},
  {'$limit': 10}
])

# Text search with scoring
search_products = mongo.text_search('products', 
  search_text='laptop computer',
  language='english',
  include_score=True
)

# Geospatial queries
nearby_stores = mongo.find('stores', {
  'location': {
    '$near': {
      '$geometry': {'type': 'Point', 'coordinates': [-122.4194, 37.7749]},
      '$maxDistance': 1000
    }
  }
})

# Index management
mongo.create_index('users', [('email', 1)], unique=True)
mongo.create_text_index('articles', ['title', 'content'])
```

[View All Database Functions →](https://tuskt.sk/databases)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/communication.svg" width="24" align="center" /> **Communication & Messaging (30+ Functions)**

<details>
<summary><strong>View Communication Features</strong></summary>

#### **Real-Time Communication**

##### **WebSocket Server (8 functions)**
```python
from tusktsk.advanced_features import AdvancedCommunicationProtocols

comm = AdvancedCommunicationProtocols()

# Create WebSocket server with rooms
ws_server = comm.create_websocket_server(
  endpoints=['/chat', '/notifications', '/live-updates'],
  authentication=True,
  rate_limiting={'messages_per_minute': 60}
)

# Real-time chat system
comm.websocket_broadcast('chat_room_1', {
  'type': 'message',
  'user': 'john_doe',
  'content': 'Hello everyone!',
  'timestamp': '@date("now")'
})

# Live data streaming
comm.websocket_stream('live_metrics', {
  'cpu_usage': '@metrics("cpu_usage")',
  'memory_usage': '@metrics("memory_usage")',
  'active_connections': '@metrics("connections")'
}, interval=5)

# Connection management
comm.websocket_manage_connection('user123', 'join', 'support_room')
```

##### **GraphQL API (6 functions)**
```python
# Dynamic schema generation
schema = comm.create_graphql_schema(
  types={
    'User': {
      'id': 'ID!',
      'name': 'String!',
      'email': 'String!',
      'posts': '[Post!]!'
    },
    'Post': {
      'id': 'ID!',
      'title': 'String!',
      'content': 'String!',
      'author': 'User!'
    }
  },
  queries={
    'user': 'User',
    'users': '[User!]!',
    'post': 'Post'
  },
  mutations={
    'createUser': 'User',
    'updatePost': 'Post'
  }
)

# Query execution with caching
user_data = comm.execute_graphql_query(
  schema=schema,
  query="""
    query GetUserWithPosts($userId: ID!) {
      user(id: $userId) {
        name
        email
        posts(limit: 10) {
          title
          content
        }
      }
    }
  """,
  variables={'userId': '123'},
  cache_ttl=300
)
```

[View All Communication Functions →](https://tuskt.sk/communication)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/security.svg" width="24" align="center" /> **Security & Authentication (25+ Functions)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/security-architecture.svg" alt="Security Architecture" width="80%" />
</div>

<details>
<summary><strong>View Security Features</strong></summary>

#### **Enterprise Authentication (10 functions)**

##### **OAuth2 & OpenID Connect**
```python
from tusktsk.security import AuthenticationManager

auth = AuthenticationManager()

# Multi-provider OAuth2 setup
oauth_config = auth.configure_oauth2(
  providers={
    'google': {
      'client_id': 'google_client_id',
      'client_secret': 'google_secret',
      'scopes': ['profile', 'email']
    },
    'microsoft': {
      'client_id': 'ms_client_id',
      'client_secret': 'ms_secret',
      'tenant': 'organization_tenant'
    },
    'okta': {
      'domain': 'company.okta.com',
      'client_id': 'okta_client_id',
      'client_secret': 'okta_secret'
    }
  }
)

# SAML authentication
saml_config = auth.configure_saml(
  entity_id='https://app.company.com',
  sso_url='https://idp.company.com/sso',
  x509_cert='/path/to/idp_cert.pem',
  name_id_format='email'
)

# Multi-factor authentication
mfa_setup = auth.setup_mfa(
  methods=['totp', 'sms', 'email'],
  backup_codes=True,
  recovery_options=['security_questions', 'admin_reset']
)

# JWT token management with rotation
jwt_config = auth.configure_jwt(
  secret_key='your_secret_key',
  algorithm='HS256',
  access_token_ttl=3600,
  refresh_token_ttl=86400,
  auto_rotation=True
)
```

[View All Security Functions →](https://tuskt.sk/security)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/cli.svg" width="24" align="center" /> **CLI Security & Service Management (25+ Commands)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/cli-security.svg" alt="CLI Security & Service Management" width="80%" />
</div>

<details>
<summary><strong>View CLI Security & Service Features</strong></summary>

#### **Enterprise Security Commands (9 commands)**

##### **Authentication & Session Management**
```bash
# User authentication with session management
tsk security auth login admin secure_password
tsk security auth status
tsk security auth refresh
tsk security auth logout

# Security scanning and vulnerability assessment
tsk security scan /opt/tsk_git/sdk/python
tsk security audit

# File encryption and hashing
tsk security encrypt /path/to/sensitive/file.txt
tsk security decrypt /path/to/encrypted/file.enc
tsk security hash /path/to/file --algorithm sha256
```

#### **Service Monitoring & Health Checks (2 commands)**
```bash
# Real-time service health monitoring
tsk services health

# Service log management
tsk services logs
```

#### **Cache Management & Performance (2 commands)**
```bash
# Distributed cache status monitoring
tsk cache distributed status

# Redis performance analytics
tsk cache redis info
```

#### **Enhanced License Management (8 commands)**
```bash
# License validation and verification
tsk license validate
tsk license info

# License lifecycle management
tsk license transfer target_system
tsk license revoke license_id --confirm

# Traditional license operations
tsk license check
tsk license activate license_key
```

#### **Configuration Management (12 commands)**
```bash
# Configuration value management
tsk config set app.name "Production App"
tsk config get app.name
tsk config list

# Configuration import/export
tsk config export config.json
tsk config import config.json
tsk config merge config2.tsk

# Configuration validation
tsk config validate
tsk config check
tsk config compile
tsk config docs app.tsk
tsk config stats
```

[View All CLI Commands →](https://tuskt.sk/cli)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/binary.svg" width="24" align="center" /> **Binary Operations & Analysis (12 Commands)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/binary-operations.svg" alt="Binary Operations" width="80%" />
</div>

<details>
<summary><strong>View Binary Operations Examples</strong></summary>

#### **Comprehensive Binary File Management**

TuskLang provides advanced binary file analysis, validation, extraction, and conversion capabilities for multiple file formats including TSK binaries, executables, archives, and generic binary files.

##### **Binary File Analysis & Information**
```bash
# Comprehensive file information display
tsk binary info app.pnt
# Output: File size, timestamps, MIME types, MD5/SHA256 hashes, format analysis

tsk binary info executable.exe
# Output: Executable format details, architecture, entry points, security analysis

tsk binary info archive.zip
# Output: Archive format, compression type, file count, integrity verification
```

##### **Binary Validation & Integrity Checking**
```bash
# Format-specific validation
tsk binary validate app.pnt
# Validates: TSK binary format, data integrity, checksum verification

tsk binary validate executable.exe
# Validates: Executable format, magic numbers, file structure integrity

tsk binary validate archive.zip
# Validates: Archive format, compression integrity, file completeness
```

##### **Binary Content Extraction**
```bash
# Extract source code and data from TSK binaries
tsk binary extract app.pnt --output extracted/
# Extracts: Configuration sections, functions, metadata as JSON/text files

# Extract strings and metadata from executables
tsk binary extract executable.exe --output strings/
# Extracts: Printable strings, version info, embedded resources

# Extract archive contents
tsk binary extract archive.zip --output contents/
# Extracts: All archive contents to specified directory
```

##### **Binary Format Conversion**
```bash
# Convert binary to text format
tsk binary convert app.pnt converted.json
# Converts: TSK binary to JSON with compression analysis

# Convert text to binary format
tsk binary convert text.tsk binary.pnt
# Converts: TSK text to optimized binary format

# Convert between binary formats
tsk binary convert old.pnt new.tskb
# Converts: Between different binary formats with optimization
```

##### **Binary Compilation & Optimization**
```bash
# Compile TSK files to binary format
tsk binary compile app.tsk
# Creates: Optimized binary with performance analysis

# Execute binary files directly
tsk binary execute app.pnt
# Executes: Binary files with FUJSEN function execution

# Performance benchmarking
tsk binary benchmark app.tsk
# Compares: Text vs binary format performance metrics

# Binary optimization
tsk binary optimize app.pnt
# Optimizes: Binary files for production deployment
```

#### **Supported Binary Formats**
- **TSK Binaries**: `.pnt`, `.tskb` - TuskLang configuration binaries
- **Executables**: `.exe`, `.dll`, `.so`, `.dylib` - Platform executables
- **Archives**: `.zip`, `.tar`, `.gz`, `.bz2` - Compressed archives
- **Generic Binaries**: Any binary file with format detection

#### **Key Features**
- **Comprehensive Analysis**: File size, timestamps, MIME types, cryptographic hashes
- **Format Detection**: Automatic detection of file types using magic numbers
- **Integrity Validation**: Checksum verification and format-specific validation
- **Content Extraction**: Source code, strings, metadata, and archive contents
- **Format Conversion**: Binary-to-text, text-to-binary, and cross-format conversion
- **Performance Optimization**: Compression analysis and optimization suggestions

[View All Binary Commands →](https://tuskt.sk/binary)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/cloud.svg" width="24" align="center" /> **Cloud & Infrastructure (20+ Functions)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/cloud-platforms.svg" alt="Cloud Platforms" width="80%" />
</div>

<details>
<summary><strong>View Cloud Integration Examples</strong></summary>

#### **Multi-Cloud Platform Support (15 functions)**

##### **AWS Integration**
```python
from tusktsk.platforms import AWSIntegration

aws = AWSIntegration(
  access_key_id='your_access_key',
  secret_access_key='your_secret_key',
  region='us-west-2'
)

# S3 operations with advanced features
s3_operations = aws.s3_manager(
  bucket='production-data',
  encryption='AES256',
  versioning=True,
  lifecycle_rules=[
    {'transition_to_ia': 30, 'transition_to_glacier': 90}
  ]
)

# Lambda function deployment
lambda_function = aws.deploy_lambda(
  function_name='process_orders',
  runtime='python3.9',
  code_path='/path/to/function.zip',
  environment_variables={'DATABASE_URL': 'postgresql://...'},
  memory_size=512,
  timeout=30
)

# RDS database management
rds_instance = aws.manage_rds(
  instance_id='production-db',
  engine='postgresql',
  instance_class='db.t3.medium',
  backup_retention=7,
  multi_az=True
)

# ECS container orchestration
ecs_service = aws.deploy_ecs_service(
  cluster='production',
  service_name='web-app',
  task_definition='web-app:latest',
  desired_count=3,
  load_balancer='production-alb'
)
```

##### **Azure Integration**
```python
from tusktsk.platforms import AzureIntegration

azure = AzureIntegration(
  subscription_id='your_subscription_id',
  client_id='your_client_id',
  client_secret='your_client_secret',
  tenant_id='your_tenant_id'
)

# Azure Functions deployment
function_app = azure.deploy_function_app(
  name='order-processor',
  resource_group='production-rg',
  storage_account='prodstorageacct',
  runtime='python',
  version='3.9'
)

# Cosmos DB operations
cosmos_operations = azure.cosmos_manager(
  account_name='production-cosmos',
  database_name='app_data',
  consistency_level='Session',
  partitioning_strategy='hash'
)
```

[View All Cloud Functions →](https://tuskt.sk/cloud)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/ai.svg" width="24" align="center" /> **AI/ML & Analytics (22+ Functions)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/ai-ml-features.svg" alt="AI/ML Features" width="80%" />
</div>

<details>
<summary><strong>View AI/ML Capabilities</strong></summary>

#### **AI Model Management & Analytics (6 functions)**

##### **Comprehensive AI Model Management**
```bash
# List all available AI models with capabilities and pricing
tsk ai models
# Output: OpenAI, Anthropic, Google, Local models with token limits and costs

tsk ai models --service openai
# Output: GPT-4, GPT-3.5-turbo, GPT-4-turbo with detailed specifications

tsk ai models --service anthropic
# Output: Claude-3-opus, Claude-3-sonnet, Claude-3-haiku with capabilities
```

##### **AI Usage Tracking & Cost Analytics**
```bash
# Comprehensive usage statistics
tsk ai usage --days 30
# Output: Total requests, tokens, costs, response times, success rates

tsk ai usage --days 7
# Output: Weekly breakdown with daily usage patterns and cost analysis
```

##### **AI Performance Benchmarking**
```bash
# Benchmark AI model performance
tsk ai benchmark --service openai --model gpt-4
# Tests: Response times, token usage, cost efficiency, success rates

tsk ai benchmark --service anthropic --model claude-3-sonnet
# Compares: Model performance across different services and configurations
```

##### **AI Cache Management**
```bash
# Intelligent response caching
tsk ai cache --clear
# Clears: All cached responses to free up storage

tsk ai cache --clear --service openai --older-than-days 7
# Clears: Old OpenAI responses while preserving recent ones
```

##### **AI Key Management & Security**
```bash
# Secure API key rotation
tsk ai rotate --service openai --reason "Security rotation"
# Rotates: API keys with history tracking and audit trail

tsk ai rotate --service anthropic --reason "Monthly rotation"
# Maintains: Key rotation history for compliance and security
```

##### **AI Data Management**
```bash
# Comprehensive data cleanup
tsk ai clear --cache
# Clears: All cached responses

tsk ai clear --usage
# Clears: Usage statistics and analytics data

tsk ai clear --all
# Clears: Both cache and usage data for complete reset
```

#### **Machine Learning Pipeline (8 functions)**

##### **AutoML & Model Management**
```python
from tusktsk.advanced_features.ai import MachineLearningEngine

ml_engine = MachineLearningEngine()

# AutoML pipeline creation
automl_pipeline = ml_engine.create_automl_pipeline(
  data_source='postgresql://production_db/user_behavior',
  target_column='conversion_probability',
  algorithms=['xgboost', 'lightgbm', 'random_forest', 'neural_network'],
  cross_validation_folds=5,
  hyperparameter_optimization=True,
  feature_engineering={
    'categorical_encoding': 'target_encoding',
    'numerical_scaling': 'robust_scaler',
    'feature_selection': 'recursive_elimination'
  }
)

# Model training with monitoring
training_job = ml_engine.train_model(
  pipeline=automl_pipeline,
  training_data=training_dataset,
  validation_split=0.2,
  early_stopping=True,
  model_monitoring={
    'track_metrics': ['accuracy', 'precision', 'recall', 'f1'],
    'log_artifacts': True,
    'experiment_tracking': 'mlflow'
  }
)

# Real-time model serving
model_endpoint = ml_engine.deploy_model(
  model_id=training_job.best_model_id,
  endpoint_name='conversion_predictor',
  scaling_config={
    'min_instances': 2,
    'max_instances': 10,
    'auto_scaling_target': 70
  },
  monitoring=True
)

# Batch predictions
batch_predictions = ml_engine.batch_predict(
  model_endpoint='conversion_predictor',
  input_data='s3://data-bucket/batch_input.csv',
  output_location='s3://results-bucket/predictions/',
  batch_size=1000
)
```

[View All AI/ML Functions →](https://tuskt.sk/ai-ml)

</details>

### <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/enterprise.svg" width="24" align="center" /> **Enterprise Features (10+ Functions)**

<details>
<summary><strong>View Enterprise Features</strong></summary>

#### **Compliance & Governance (5 functions)**

##### **Automated Compliance Framework**
```python
from tusktsk.enterprise import ComplianceFramework

compliance = ComplianceFramework()

# Multi-standard compliance automation
compliance_config = compliance.setup_compliance(
  standards=['SOC2', 'GDPR', 'HIPAA', 'PCI_DSS'],
  automation_level='full',
  continuous_monitoring=True,
  reporting_frequency='monthly'
)

# SOC2 compliance automation
soc2_controls = compliance.implement_soc2_controls(
  control_categories=['CC1', 'CC2', 'CC3', 'CC4', 'CC5'],
  evidence_collection=True,
  automated_testing=True,
  audit_trail=True
)

# GDPR data protection automation
gdpr_compliance = compliance.implement_gdpr_protection(
  data_mapping=True,
  consent_management=True,
  data_retention_policies=True,
  breach_notification=True,
  privacy_impact_assessments=True
)

# Compliance reporting
compliance_report = compliance.generate_compliance_report(
  standards=['SOC2', 'GDPR'],
  date_range={'start': '2024-01-01', 'end': '2024-03-31'},
  include_evidence=True,
  export_format='pdf'
)
```

#### **Multi-Tenancy Management (3 functions)**

##### **Enterprise Multi-Tenant Architecture**
```python
from tusktsk.enterprise import MultiTenantManager

tenant_manager = MultiTenantManager()

# Tenant provisioning with isolation
tenant_setup = tenant_manager.create_tenant(
  tenant_id='enterprise_client_001',
  name='Enterprise Client Inc.',
  isolation_level='full',
  resource_allocation={
    'cpu': '8 cores',
    'memory': '16GB',
    'storage': '500GB',
    'bandwidth': '1Gbps'
  },
  compliance_requirements=['SOC2', 'HIPAA'],
  geographic_restrictions=['US', 'EU']
)

# Dynamic resource scaling
scaling_result = tenant_manager.scale_tenant_resources(
  tenant_id='enterprise_client_001',
  scaling_config={
    'auto_scaling': True,
    'scale_triggers': {
      'cpu_threshold': 80,
      'memory_threshold': 85,
      'response_time_threshold': 200
    },
    'scale_limits': {
      'max_cpu': '32 cores',
      'max_memory': '64GB',
      'max_instances': 10
    }
  }
)
```

[View All Enterprise Functions →](https://tuskt.sk/enterprise)

</details>

---

## <img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/icons/cli.svg" width="32" align="center" /> **CLI Commands (100+ Commands)**

<div align="center">
<img src="https://raw.githubusercontent.com/cyber-boost/tusktsk/main/sdk/python/assets/cli-showcase.svg" alt="CLI Showcase" width="80%" />
</div>

### 🎯 **Command Categories Overview**

TuskLang provides a comprehensive CLI with 18 command categories and 145+ individual commands for complete development workflow management, including enterprise-grade security, service monitoring, cache management, binary operations, and AI enhancement capabilities.

<details>
<summary><strong>View All CLI Commands</strong></summary>

<table>
<tr>
<td width="50%">

#### 🤖 **AI Commands (22 commands)**
```bash
# AI service integration
tsk ai claude "Explain quantum computing"
tsk ai chatgpt "Generate a Python function"
tsk ai custom "https://api.anthropic.com/v1/messages"

# AI development tools
tsk ai complete app.py 25 15
tsk ai analyze src/
tsk ai optimize app.py
tsk ai security scan ./

# AI configuration and management
tsk ai config
tsk ai setup
tsk ai test

# AI model management
tsk ai models --service openai
tsk ai models --service anthropic

# AI usage tracking and analytics
tsk ai usage --days 30
tsk ai usage --days 7

# AI cache management
tsk ai cache --clear
tsk ai cache --clear --service openai --older-than-days 7

# AI performance benchmarking
tsk ai benchmark --service openai --model gpt-4
tsk ai benchmark --service anthropic --model claude-3-sonnet

# AI key management
tsk ai rotate --service openai --reason "Security rotation"
tsk ai rotate --service anthropic --reason "Monthly rotation"

# AI data management
tsk ai clear --cache
tsk ai clear --usage
tsk ai clear --all
```

#### 🗄️ **Database Commands (15 commands)**
```bash
# Database connection management
tsk db status
tsk db init
tsk db console
tsk db health

# Data operations
tsk db query "SELECT * FROM users"
tsk db migrate migration.sql
tsk db rollback

# Backup and maintenance
tsk db backup backup.sql
tsk db restore backup.sql
tsk db optimize
tsk db vacuum
tsk db reindex
tsk db analyze
tsk db connections
```

#### 🔧 **Binary Commands (12 commands)**
```bash
# Binary file analysis and information
tsk binary info app.pnt
tsk binary info executable.exe
tsk binary info archive.zip

# Binary validation and integrity
tsk binary validate app.pnt
tsk binary validate executable.exe
tsk binary validate archive.zip

# Binary extraction and decompilation
tsk binary extract app.pnt --output extracted/
tsk binary extract executable.exe --output strings/
tsk binary extract archive.zip --output contents/

# Binary format conversion
tsk binary convert app.pnt converted.json
tsk binary convert text.tsk binary.pnt
tsk binary convert old.pnt new.tskb

# Binary compilation and optimization
tsk binary compile app.tsk
tsk binary execute app.pnt
tsk binary benchmark app.tsk
tsk binary optimize app.pnt
```

</td>
<td width="50%">

#### 🔧 **Development Commands (12 commands)**
```bash
# Development server
tsk serve 3000
tsk serve --host 0.0.0.0 --port 8080 --ssl

# Compilation and optimization
tsk compile app.tsk
tsk compile --watch app.tsk
tsk optimize app.tsk
tsk optimize --profile

# Testing
tsk test all
tsk test unit
tsk test integration
tsk test performance
tsk test coverage
tsk test watch

</td>
</tr>
<tr>
<td width="50%">

#### 🧪 **Advanced Testing Commands (20 commands)**
```bash
# Comprehensive test suite
tsk test run --ver