🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits a moderate risk due to potential shell execution vulnerabilities from 'os.system()'. Additionally, its low engagement and lack of detailed metadata suggest it may not be well-maintained.

Potential shell execution risks due to 'os.system()'
Low engagement and metadata quality

Per-check LLM notes

Network: No network calls were detected, which is normal for a CLI tool.
Shell: The presence of 'os.system("")' suggests potential shell execution risks, especially if not properly sanitized or controlled.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: The package shows low engagement and lacks detailed author information, indicating potential low-quality maintenance.

📦 Package Quality Overall: Low (3.6/10)

○ Low Test Suite 1.0

No test suite detected

No test files or test-runner configuration detected

◈ Medium Documentation 5.0

Some documentation present

Detailed PyPI description (1804 chars)

○ Low Contributing Guide 2.0

No contributing guide or governance files found

No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found

◈ Medium Type Annotations 5.0

Partial type annotation coverage

13 type-annotated function signatures detected in source

◈ Medium Multiple Contributors 5.0

Limited contributor diversity

1 unique contributor(s) across 35 commits in SasankaAE/ai-toolkit-cli
Single author but highly active (35 commits)

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 6.0

Found 3 shell execution pattern(s)

kit.core.client import ask os.system("") app = typer.Typer() console = Console() SPINNER_F
ient import ask import os os.system("") app = typer.Typer() console = Console() SPINNER_F
t save_api_key, load_api_key os.system("") app = typer.Typer( name="ai", help="🤖 AI Toolk

✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: gmail.com>

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository SasankaAE/ai-toolkit-cli appears legitimate

⚠ Maintainer History score 6.0

3 maintainer concern(s) found

Author name is missing or very short
Author "" appears to have only 1 package on PyPI (new or inactive account)
Package has no PyPI classifiers (low effort / metadata quality)

✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with ai-toolkit-cli

Create a command-line interface (CLI) application using the 'ai-toolkit-cli' package that allows users to interact with AI models hosted on OpenRouter. This application should enable users to perform various tasks such as generating text, translating languages, summarizing documents, and answering questions using AI capabilities provided by OpenRouter.

The application should have the following core functionalities:
1. User Authentication: Allow users to authenticate their OpenRouter API keys securely. Ensure that the API key is stored safely and not exposed in the code or logs.
2. Text Generation: Implement a feature where users can input a prompt, and the application will generate text based on that prompt using AI models from OpenRouter.
3. Language Translation: Provide an option for users to translate text from one language to another. Users should be able to specify the source and target languages.
4. Document Summarization: Enable users to upload a document (text file) and get a summarized version of it. The summary should capture the essence of the document without losing critical information.
5. Question Answering: Allow users to ask questions about general topics or specific documents they have uploaded, and the application should provide answers using AI models.
6. Interactive Mode: Offer an interactive mode where users can continuously input prompts and receive responses without needing to restart the application.

Utilize the 'ai-toolkit-cli' package to streamline interactions with the OpenRouter API. The package should handle authentication, model selection, and data processing, allowing you to focus on building a user-friendly CLI interface and integrating these AI functionalities effectively.

Your task is to design and implement this application from scratch, ensuring that it is well-documented and easy to use. Include clear instructions for installation and setup in your README file. Additionally, ensure that the application handles errors gracefully and provides meaningful feedback to users.