🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows low technical risks but raises concerns due to the lack of a public repository and the newness of the maintainer. These factors suggest potential issues that need further investigation.

No network calls, shell executions, or obfuscation techniques were detected.
Repository not found and maintainer appears to be new with limited history.

Per-check LLM notes

Network: No network calls detected, which is normal unless the package's functionality requires external communications.
Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The repository is not found and the maintainer seems new with limited history, raising concerns.

🔬 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

No author email provided

✓ 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

Only one version has ever been released — brand new package
Author "ned" 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 aethel

Your task is to create a mini-application that leverages the 'aethel' package, which includes components for recursive context-aware reasoning and adversarial research evaluation. This application will serve as a simple game where players compete in a simulated debate scenario. Here’s how you’ll proceed:

1. **Setup**: Begin by installing the 'aethel' package if it isn't already available. Ensure you have Python 3.x installed on your machine.
2. **Application Structure**: Design a command-line interface (CLI) application that allows two users to engage in a debate on a given topic.
3. **Context-Aware Reasoning**: Utilize the recurve component of 'aethel' to enable the system to reason about the debate context dynamically. This could include understanding the topic, the arguments presented by each user, and the current state of the debate.
4. **Adversarial Evaluation**: Integrate the arc (Adversarial Research Court) feature from 'aethel' to evaluate the strength of arguments presented by each player. This evaluation should consider factors like relevance, coherence, and novelty of the arguments.
5. **Scoring System**: Implement a scoring mechanism based on the evaluations provided by the arc feature. Users receive points based on how well their arguments are evaluated.
6. **User Interaction**: Ensure the application allows for smooth interaction between users, including input validation and error handling.
7. **Outcome Display**: After a set number of rounds or when a user decides to end the debate, display the final scores and declare a winner.
8. **Testing**: Test your application thoroughly to ensure all functionalities work as expected.

**Suggested Features**:
- Dynamic topic selection at the start of the debate.
- Option for users to submit arguments through a text-based interface.
- Real-time feedback on argument evaluation.
- A leaderboard to keep track of past debates and winners.
- Ability to save debates and retrieve them later for review.

By following these steps, you'll create an engaging and educational tool that showcases the capabilities of the 'aethel' package in a practical setting.