AI Analysis
Final verdict: SUSPICIOUS
The package has a moderate risk score due to its use of subprocess calls and limited maintainer activity, raising concerns about potential supply-chain risks.
- High shell risk due to subprocess calls
- Low maintainer activity and engagement
Per-check LLM notes
- Network: The use of 'requests.head' is generally benign and could be used for checking the existence of resources.
- Shell: Subprocess calls can be risky if not properly sanitized, suggesting potential execution of arbitrary commands which may lead to security vulnerabilities.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package is newly uploaded with minimal maintainer history and low engagement in the git repository, indicating potential risk.
Heuristic Checks
Outbound Network Calls
score 1.5
Found 1 network call pattern(s)
resp = requests.head(url, timeout=15, allow_redirects=True)
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
score 10.0
Found 6 shell execution pattern(s)
pt. try: result = subprocess.run(cmd, cwd=cwd) return result.returncode except Keallback. try: r = subprocess.run( [cli, "-hf", f"{repo_id}:{quant}"],filename try: r = subprocess.run( [cli, "-hf", repo_id, "-f", filename],try: name_result = subprocess.run( [nvidia_smi, "--query-gpu=name", "--format=csv,else "" mem_result = subprocess.run( [ nvidia_smi, "t]: try: result = subprocess.run( ["sh", "-c", "ulimit -l"], capture_
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 4.0
2 maintainer concern(s) found
Package uploaded less than 24 hours ago (2026-06-05T03:01:50.000Z)Author "Clanker Contributors" appears to have only 1 package on PyPI (new or inactive account)