npm package: @myndscipt/qflow
Description: High-performance synchronization primitives for TypeScript
Author: Your Name
Latest version: 1.0.1

# QFLOW & QScript

> A high-performance async framework with semantic intelligence for AI-driven development

QFLOW is a modern, high-performance framework for building async applications with predictable performance characteristics. QScript extends this foundation with a semantically-aware language design specifically optimized for AI-driven development.

## Vision

The QFLOW ecosystem offers developers and AI assistants a unified approach to development that combines high-performance async primitives with semantic awareness:

- **QFLOW** provides the optimized async runtime and core primitives
- **QScript** builds on this foundation with semantic type relationships and AI-first design

## Key Features

### QFLOW Core Features
- **🚀 Blazing Fast**: Significantly outperforms native Promises (+29.9% overall)
- **📊 Predictable Performance**: Explicit synchronization points for precise control
- **🔄 Reactive Programming**: Built-in reactive event system
- **🧩 Hybrid Programming Model**: Multiple patterns for different use cases
- **🛠️ Resource Management**: First-class support for resource monitoring and control

### QScript Extensions
- **🧠 Semantic Thesaurus**: AI-friendly type relationships and concept mapping
- **📦 Versionless Dependencies**: QSON system eliminates version management headaches
- **🔍 Self-Healing Errors**: Context-aware error messages with automated fixes
- **📐 Standardized Structure**: Consistent project organization for AI understanding
- **🌉 Intelligent Bridges**: Standardized connections between semantic domains

## Performance

According to our benchmarks, QFLOW significantly outperforms native Promises:

| Operation | Performance Improvement |
|-----------|-------------------------|
| Creating promises | +12.2% |
| Chaining operations | +58.1% |
| Parallel operations | +52.1% |
| Overall | +29.9% |

## Installation

```bash
# For now, install QFLOW core
npm install qflow

# QScript coming soon!
```

## Quick Start

```typescript
import { execute, Fast, QSYNC, QTask } from 'qflow';

// Pattern 1: Using execute() with Fast
function getData(id: string): Fast<Data> {
  return execute(() => {
    const result = fetchData(id).wait();
    return processData(result);
  });
}

// Pattern 2: Task-based with QSYNC
function processItem(item: Item): Fast<void> {
  const qsync = QSYNC.getInstance();
  
  const task: QTask<void> = {
    id: `process-${item.id}`,
    category: 'processing',
    name: `Process ${item.id}`,
    fn: () => validateAndSave(item)
  };

  return qsync.schedule(task);
}

// Pattern 3: Fast chaining
function updateRecord(id: string): Fast<Record> {
  return Fast.resolve(id)
    .then(fetchRecord)
    .then(updateFields)
    .then(saveRecord);
}
```

## Documentation

For detailed documentation, see:

- [Hybrid Programming Guide](./docs/hybrid-programming-guide.md)
- [API Reference](./docs/api-reference.md)
- [Performance Optimizations](./docs/performance-optimizations.md)
- [Migration Guide](./docs/migration-guide.md)

## Examples

The `examples` directory contains various examples demonstrating QFLOW usage:

- Basic Usage
- Hybrid Patterns
- Reactive Programming
- Interactive Demo
- Real-world Applications

## Core Components

### QFast

A high-performance alternative to JavaScript Promises with explicit synchronization points.

```typescript
const data = fetchData().wait(); // Explicit synchronization point
```

### QEvent

A powerful reactive event system for event-driven programming.

```typescript
const userEvents = new QEvent<UserAction>();
userEvents.on(action => handleUserAction(action));
userEvents.emit({ type: 'login', userId: '123' });

const qevent = QEvent.getInstance();
qevent.on('user:login', (data) => handleLogin(data));
qevent.emit('user:login', { userId: '123' });
```

### QSYNC

Task scheduling and synchronization system for coordinating asynchronous operations.

```typescript
const task = qsync.createTask('data-processing', () => {
  return processLargeDataset();
});

qsync.schedule(task);
```

### Database Adapters

Database abstraction layer with optimized async operations.

```typescript
// Create a database connection
const db = new PostgreSQLAdapter({
  host: 'localhost',
  port: 5432,
  username: 'postgres',
  password: 'password',
  database: 'mydb'
});

// Connect and execute a query
db.connect().sync();
const users = db.query('SELECT * FROM users').sync();
```

## Semantic Definitions
## QSON System
## Versionless dependency management for evolving libraries and frameworks.
```typescript
semantic.define('neural.pathway', {
    concepts: ['connection', 'synapse', 'link'],
    related: ['neural.node', 'neural.network'],
    constraints: ['bidirectional', 'weighted']
});
```
## AI-Friendly Error System
## Context-aware error messages with self-healing capabilities.
## // Instead of "Cannot read properties of undefined"
## // QScript provides:
/* 
Error: Missing neural connection source
Context: When creating a neural pathway, both source and target must be defined
Suggestion: Check if the 'nodes' array is populated before accessing elements
*/

# QFLOW

High-performance synchronization primitives for TypeScript.

## Features

* Fast synchronization primitives
* Type-safe Promise alternatives
* Performance optimizations
* Database integrations

## Usage

Initialize a QFLOW project with the command palette:
`Ctrl+Shift+P` > `QFLOW: Initialize Project`

## Examples

```typescript
import { Fast, execute } from './core/QFast';

// Synchronous execution
function calculateResult(): Fast<number> {
  return execute(() => {
    // Your high-performance code here
    return 42;
  });
}
```

## Contributing

Contributions are welcome! Please see [CONTRIBUTING.md](./CONTRIBUTING.md) for details.

## License

MIT