amw

v0.0.7 suspicious
5.0
Medium Risk

Earthquake moment magnitude estimation from P, S or common P and S waves

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has a moderate risk score due to potential typosquatting targeting 'yaml'. While there are no direct signs of malicious activity such as network calls or shell execution, the metadata risk warrants further investigation.

  • Potential typosquatting targeting 'yaml'
  • Maintainer may be new or less active
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 the package does not execute system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
  • Credentials: No credential harvesting patterns detected, indicating low risk of secret theft.
  • Metadata: The package shows some signs of potential typosquatting and the maintainer may be new or less active.
  • ⚠ Typosquatting target: yaml

📦 Package Quality Overall: Low (3.8/10)

○ 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 (2657 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

  • Type checker (mypy / pyright / pytype) referenced in project
◈ Medium Multiple Contributors 6.0

Limited contributor diversity

  • 2 unique contributor(s) across 21 commits in JanWiszniowski/amw
  • Two distinct contributors found

🔬 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 score 9.0

Possible typosquat of: yaml, arq, amqp

  • "amw" is 2 edit(s) from "yaml"
  • "amw" is 2 edit(s) from "arq"
  • "amw" is 2 edit(s) from "amqp"
✓ Registered Email Domain

Email domain looks legitimate: igf.edu.pl

✓ 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 "Jan Wiszniowski" 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 amw 
Develop a real-time earthquake monitoring system using the Python package 'amw'. This system will estimate the moment magnitude of earthquakes based on seismic wave data (P, S, or both). The goal is to create a web-based application where users can input seismic wave data (either manually or through an API integration with a seismic network) and receive an estimated moment magnitude along with other relevant information about the earthquake event.

Key Features:
1. User Interface: A simple, intuitive interface allowing users to input seismic wave data (amplitude, frequency, etc.).
2. Data Input: Users can either manually enter data or connect to a seismic network API to automatically pull in recent seismic events.
3. Moment Magnitude Estimation: Utilize the 'amw' package to process the input data and estimate the moment magnitude of the earthquake.
4. Additional Information: Provide supplementary details such as the estimated time of the earthquake, location (if available), and a brief explanation of the moment magnitude scale.
5. Visualization: Include visual representations of the seismic waves and the estimated moment magnitude on a map or graph.
6. Notifications: Implement a feature to notify users via email or SMS if the estimated magnitude exceeds a certain threshold.

How to Use 'amw':
- Import the 'amw' package and use its functions to analyze the input seismic wave data.
- Apply the appropriate method from 'amw' to calculate the moment magnitude based on the type of seismic waves provided.
- Ensure that the application can handle different types of input data formats and provide accurate estimations accordingly.

💬 Discussion Feed

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