adaad

v10.20.0 suspicious
5.0
Medium Risk

ADAAD — Autonomous Development & Adaptation Architecture: governance-first constitutional AI evolution runtime

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows no immediate signs of malicious intent in terms of network calls, shell execution, or obfuscation. However, the metadata risk score is elevated due to questionable maintainer history and the absence of a git repository, which raises suspicion.

  • metadata risk due to suspicious maintainer history
  • non-existent git repository
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package's functionality requires external communication.
  • Shell: No shell execution patterns detected, indicating no immediate risk of command injection or privilege escalation.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious activity related to code obfuscation.
  • Credentials: No credential harvesting patterns detected, indicating low risk of unauthorized access or theft of secrets.
  • Metadata: The package has suspicious maintainer history and a non-existent git repository, raising concerns about its legitimacy.

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

✓ Shell / Subprocess Execution

No shell execution patterns detected

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: innovativeai.io>

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 3.0

Repository not found (deleted or private)

  • Repository not found (deleted or private)
⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with adaad 
Create a governance-driven digital assistant named 'ConstitutionalBot' using the Python package 'adaad'. This bot will serve as a versatile tool for managing personal and organizational tasks while adhering to a set of predefined rules and ethical guidelines, ensuring its actions are always aligned with the principles laid out in its constitution.

### Step-by-Step Guide:
1. **Define the Constitution**: Develop a comprehensive set of rules and ethical guidelines that the bot must follow. These could include data privacy laws, user consent requirements, and operational limits.
2. **Set Up the Environment**: Install the necessary packages including 'adaad', and configure your development environment to use it.
3. **Design Core Functions**: Implement functionalities such as task management, calendar integration, and reminder systems. Ensure these functions are governed by the constitution defined earlier.
4. **Implement Adaptive Learning**: Utilize 'adaad' to enable the bot to learn from interactions and adapt its behavior over time without violating its constitutional constraints.
5. **User Interface**: Develop a simple command-line interface for users to interact with ConstitutionalBot. Advanced users can also explore integrating a graphical user interface.
6. **Testing and Validation**: Rigorously test the bot’s adherence to the constitution across various scenarios and refine its behavior as needed.
7. **Deployment**: Once validated, deploy ConstitutionalBot in a secure environment where it can assist users with their daily tasks while ensuring all operations comply with the established rules.

### Suggested Features:
- **Task Management**: Users can add, edit, and delete tasks, with the bot ensuring no tasks violate any constitutional restrictions.
- **Calendar Integration**: Sync with popular calendar services, ensuring events are managed within legal and ethical boundaries.
- **Reminder System**: Set up reminders for important dates and deadlines, with alerts customized based on user preferences but always within the scope of the constitution.
- **Adaptive Behavior**: Use 'adaad' to allow the bot to improve its performance over time by learning from user interactions and feedback.
- **Ethical Guidelines Compliance Checker**: A feature that allows users to check if proposed actions align with the constitution before they are executed.

### Utilizing 'adaad':
- **Governance-First Design**: Leverage 'adaad' to enforce governance at every level of the bot's operation, ensuring all decisions and actions are made within the framework of the constitution.
- **Constitutional Evolution**: Enable the bot to evolve its capabilities while continuously checking against the constitution, allowing for both growth and compliance.
- **AI Ethical Boundaries**: Utilize 'adaad' to define and enforce ethical boundaries during the bot's learning process, preventing unethical behaviors even as it improves.