ExpertOp4Grid

v0.3.2.post3 suspicious
4.0
Medium Risk

Expert analysis algorithm for solving overloads in a powergrid

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package is flagged for potentially executing shell commands, which is concerning given its unknown description and single-package maintainer status.

  • Shell risk detected
  • Single-package maintainer
Per-check LLM notes
  • Network: No network calls detected, indicating low risk in terms of network activity.
  • Shell: Detected shell execution patterns may indicate potential risks such as unauthorized file operations or system commands, which could be indicative of malicious intent.
  • Obfuscation: No obfuscation patterns detected, suggesting legitimate code.
  • Credentials: No credential harvesting patterns detected, indicating safe handling of secrets.
  • Metadata: The maintainer has only one package, which may indicate a new or less active account, but no other red flags are present.

🔬 Heuristic Checks

✓ Outbound Network Calls

No suspicious network call patterns found

✓ Code Obfuscation

No obfuscation patterns detected

⚠ Shell / Subprocess Execution score 10.0

Found 6 shell execution pattern(s)

  • tr(filename_pdf)} &" #os.system(cmd_line) # #os.system(cmd_line) #os.system(
  • s.system(cmd_line) # #os.system(cmd_line) #os.system("evince " + str(filename_pdf) +
  • #os.system(cmd_line) #os.system("evince " + str(filename_pdf) + " &") # if save is
  • save is False: # os.system("rm " + filename_dot) # os.system("rm " + filena
  • + filename_dot) # os.system("rm " + filename_pdf) def display_elec(self, g: nx.DiGr
  • project_header() -> None: os.system("cat ./print_header.txt") #################################
✓ Credential Harvesting

No credential harvesting patterns detected

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

Email domain looks legitimate: rte-france.com

✓ Suspicious Page Links

All external links appear legitimate

✓ Git Repository History

Repository marota/ExpertOp4Grid appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Antoine Marot" 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 ExpertOp4Grid 
Develop a web-based utility named 'PowerGridOptimizer' that leverages the 'ExpertOp4Grid' package to analyze and optimize the performance of a simulated power grid. This utility will allow users to input various parameters related to their power grid, such as number of nodes, connections between nodes, power generation capacities, and load demands. The goal is to identify potential overloads and propose solutions to balance the power distribution effectively.

Key Features:
1. User Interface: A clean, intuitive web interface where users can define their power grid topology and parameters.
2. Simulation Engine: Utilize 'ExpertOp4Grid' to simulate the current state of the grid, identifying any overloaded nodes or circuits.
3. Optimization Module: Based on the simulation results, apply optimization algorithms from 'ExpertOp4Grid' to suggest adjustments in power distribution or rerouting strategies to prevent overloads.
4. Visualization Tools: Provide graphical representations of the power grid before and after optimizations, highlighting changes and improvements.
5. Detailed Reports: Generate comprehensive reports detailing the initial state of the grid, identified issues, proposed solutions, and expected outcomes post-optimization.
6. Real-time Updates: For demonstration purposes, include a feature that allows users to make changes to the grid setup in real-time and see immediate effects on the simulation and optimization results.

How 'ExpertOp4Grid' is Utilized:
- Input Parsing: Convert user-defined grid parameters into a format compatible with 'ExpertOp4Grid'.
- Simulation Execution: Use 'ExpertOp4Grid' to run simulations and detect overloads.
- Optimization Process: Apply 'ExpertOp4Grid' algorithms to find optimal solutions for power distribution.
- Result Interpretation: Translate the optimized output back into a user-friendly format for visualization and reporting.

This project aims to showcase the capabilities of 'ExpertOp4Grid' in addressing complex power grid management challenges through a practical, interactive application.