CronusCycle

The Decision Audit Middleware

CronusCycle is an open-source middleware that helps high-net-worth individuals and enterprises make more reliable decisions through real-time noise filtering and logical integrity auditing. Its core visualization module, the Galaxy Engine, maps the decision-making process into galactic dynamics, making the trajectory of every judgment vividly clear.

✨ Key Features

• Intelligent Noise Filtering: Leverages machine learning-based anomaly detection models to dynamically identify and filter high-frequency noise, supporting custom training and deployment.

• Explainable Decision Audit: Utilizes explainable AI technology to generate natural language audit logs for each decision path, ensuring logical transparency.

• Adaptive Optimization: Automatically adjusts filtering thresholds based on real-time feedback through online learning algorithms, continuously enhancing decision integrity.

• Visualization Enhancement: The frontend dashboard integrates AI analysis results, displaying anomaly scores, trend predictions, and confidence intervals in real-time.

• Cross-Platform Deployment: With the help of Capacitor, the management interface can be packaged into a mobile App.

🌌 Galaxy Engine: A New Dimension of Decision Visualization

The open-source version provides basic galaxy rendering (2D orbits, fundamental celestial body classification). The enterprise version includes enhanced features (3D galaxies, real-time gravitational simulation, customizable celestial types, compliance report export).

CronusCycle's core visualization engine, the Galaxy Engine, maps the decision-making process as an astrophysical phenomenon:

• Gravitational Fields: The pull of external influencing factors (market, competitors, policies) on decision orbits

• Celestial Body Classification: Information sources are automatically parsed into:

  • Stars: Core decision-makers (CEO, Board of Directors)

  • Planets: Long-term execution layer/key influencers (CFO, department heads)

  • Comets: External consultants, temporary information

  • Meteors: Noise, one-time events

  • Black Holes: High-risk points, unknown territories

• Orbital Tracing: Completely records the decision path, allowing backtracking of every deviation caused by "gravitational effects"

• Time-lapse Replay: Drag the timeline to observe the complete evolution of the decision galaxy from initialization to the present

This is not a traditional chart, but an interactive decision universe. Every major judgment leaves its star trail here.

🛠️ Tech Stack

• Backend Engine: Node.js

• Frontend Interface: Vue3 + TypeScript

• Packaging Tool: Capacitor (for iOS/Android packaging)

• Storage: PostgreSQL

🚀 Quick Start

Prerequisites

• Node.js 16+
• npm/yarn

Installation & Running

# Clone the repository

git clone https://github.com/zerora-labs/cronus-cycle.git
cd cronuscycle

# Install dependencies
npm install

# Start the backend service
node app.js

# Start the frontend development server
npm run dev

# Visit http://localhost:5173 to view the frontend interface

📄 Open Source License

The CronusCycle core framework (including basic audit algorithms, plugin interfaces, and example code) is open-sourced under the MIT License. You are free to use, modify, and distribute this software under the terms of the MIT License, including for commercial purposes, provided that you retain the original copyright notice.

Note: The AI slot example code included in the project (e.g., examples for calling third-party APIs) is also based on the MIT License, but when actually used, you must comply with the respective terms of service of the APIs being called.

💼 Enterprise Edition (Commercial License)

CronusCycle Enterprise is the commercial version designed for high-net-worth individuals and enterprise clients, offering:

• Pre-trained industry-specific AI models (executive decision-making, talent assessment)

• Advanced audit algorithms (e.g., bias identification, stability prediction)

• Enterprise-grade visualization dashboards and compliance reports

• On-premises deployment and data processing within your internal network

• Dedicated technical support and SLA guarantees

The Enterprise Edition is distributed under a closed-source commercial license and requires a purchased license for use. For more details or to request a trial, please contact: Zerora

™️ Trademark Statement

CronusCycle name, Logo, and related identifiers are unregistered trademarks (application in progress) of Zerora. Unauthorized use of the CronusCycle trademark for any commercial promotion or misleading publicity is strictly prohibited.

🚧 Project Status

Current Version: v0.1.1 (Development Preview) We are actively developing. Welcome to report issues or suggestions via Issues.

🤝 Contributor Agreement

We welcome community contributions! To ensure the sustainable development of the project and protect the rights of contributors, all code contributors are required to sign a Contributor License Agreement (CLA). This grants project maintainers the permission to use contributed code in both the open-source core and the commercial version. For detailed information, please refer to CONTRIBUTING.md.