AI Analysis
The package is likely legitimate given its functionality description and low risk scores for shell execution, obfuscation, and credential harvesting. However, the medium network risk score and missing repository raise suspicion about its origin and maintenance.
- Medium network risk due to potential unauthorized data transmission
- Repository not found, sparse author details
Per-check LLM notes
- Network: The detection of network calls with an API key suggests the package may be communicating with an external service, which could indicate legitimate functionality but also potential unauthorized data transmission.
- Shell: No shell execution patterns were detected.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The repository not being found and the author's details being sparse suggest potential risks.
Package Quality Overall: Low (4.2/10)
Partial test coverage signals detected
2 test file(s) detected (e.g. test_client.py)
Some documentation present
Documentation URL: "Documentation" -> https://github.com/askmeidentitycorp/Arythmatic-community-baDetailed PyPI description (14635 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
70 type-annotated function signatures detected in source
Could not retrieve contributor data from GitHub
GitHub API error: 404
Heuristic Checks
Found 1 network call pattern(s)
api_key self._http = httpx.Client( timeout=timeout, headers={
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: arythmatic.cloud>
All external links appear legitimate
Repository not found (deleted or private)
Repository not found (deleted or private)
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Create a Python-based mini-application named 'ArythmaticChatBot' that leverages the 'arythmatic-connect-mcp' package to interact with an MCP (Multi-Client Protocol) compatible AI service like Claude or Cursor. This application should allow users to perform the following actions through a simple command-line interface: 1. Post messages to specific channels. 2. Comment on existing posts within these channels. 3. Read updates from subscribed channels. 4. File support tickets directly through the application. 5. Engage in real-time chat sessions with the AI service. The application must authenticate users before allowing them to perform any of the above actions. For simplicity, assume authentication details are stored locally in a secure manner (e.g., encrypted files). In addition to these core functionalities, consider adding the following advanced features: - Support for multiple user accounts within the same session. - A history feature that logs all interactions (posts, comments, chats) for each user. - An option to subscribe/unsubscribe from channels dynamically. - Integration with a simple GUI toolkit like Tkinter for a more user-friendly experience. Your task is to design and implement this application using best coding practices, including proper documentation, error handling, and modular code structure. Utilize the 'arythmatic-connect-mcp' package to handle the communication between the application and the AI service. Ensure your solution demonstrates a deep understanding of both the package's capabilities and Python programming principles.
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