aa-pipeline

v0.1.28 suspicious
5.0
Medium Risk

Structured Journey System for Alliance Auth — generalised onboarding, training, and certification flows.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package is rated suspicious due to its low metadata score and unknown external network activities, suggesting potential risks that cannot be conclusively determined from the given information.

  • Low metadata score indicating unreliability
  • Unclear purpose of external network calls
Per-check LLM notes
  • Network: The package makes network calls to external URLs, which could potentially be used for sending data out, but without more context on the purpose and destination, it's hard to definitively label this as malicious.
  • Shell: No shell execution patterns were detected in the provided code snippets.
  • Metadata: The repository is not widely recognized with no stars or forks, and the maintainer has only one package, indicating potential unreliability.

🔬 Heuristic Checks

⚠ Outbound Network Calls score 6.0

Found 4 network call pattern(s)

  • ha256).hexdigest() req = urllib.request.Request( url, data=body, method="POS
  • , ) try: with urllib.request.urlopen(req, timeout=10) as resp: logger.info(
  • encode("utf-8") req = urllib.request.Request( hook.webhook_url, data=body
  • try: with urllib.request.urlopen(req, timeout=10) as resp: logger.inf
✓ 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 2.5

Git history flags: Repository has zero stars and zero forks

  • Repository has zero stars and zero forks
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "aa-pipeline contributors" 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 aa-pipeline 
Create a comprehensive onboarding system for a new employee management platform using the 'aa-pipeline' Python package. This system should streamline the process of welcoming new employees, providing them with necessary training, and certifying their competencies. The application should include the following features:

1. **User Registration**: New users (employees) should be able to register themselves into the system via a web interface. Upon registration, they should automatically be enrolled in the onboarding pipeline.
2. **Onboarding Checklist**: Develop a customizable checklist that includes various tasks such as reading company policies, completing HR paperwork, setting up email and access credentials, etc. Each task should have a status (e.g., not started, in progress, completed).
3. **Training Modules**: Integrate different training modules covering topics like product knowledge, customer service, safety protocols, etc. These modules should be interactive and include quizzes to assess understanding.
4. **Certification Process**: After completing all required training modules, users should be able to take a final certification exam. Once passed, they should receive a digital certificate of completion.
5. **Progress Tracking**: Implement a feature that allows both users and managers to track the progress of the onboarding process. Managers should also be able to review quiz results and certification exams.
6. **Notifications**: Set up automated notifications to remind users about upcoming deadlines, notify them when new training modules are available, and inform them of their certification status.
7. **Analytics Dashboard**: Create a dashboard for administrators to view overall statistics on the onboarding process, including average time taken to complete onboarding, pass rates for certification exams, and more.

Utilize the 'aa-pipeline' package to manage the structured journey through these steps. Specifically, use its capabilities to define pipelines for each phase of onboarding, set conditions for moving between phases, and integrate external services for tasks such as sending emails or updating databases. Ensure that your implementation showcases the flexibility and power of 'aa-pipeline' in managing complex workflows.