🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows signs of potential supply-chain risks due to the high metadata risk, including a new maintainer account, a single package release, and low repository engagement.

High metadata risk due to new maintainer
Single package release
Low repository engagement

Per-check LLM notes

Network: No network calls were detected, which is typical and safe.
Shell: Shell execution appears to be limited to Git commands and other benign operations, suggesting no immediate malicious activity.
Obfuscation: No obfuscation patterns detected, indicating low risk.
Credentials: No credential harvesting patterns detected, indicating low risk.
Metadata: High risk due to new maintainer account, single package release, and low repository engagement.

🔬 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)

return 1 proc = subprocess.run([str(exe)], cwd=repo_root, shell=False) return proc.ret
ne: try: proc = subprocess.run(args, capture_output=True, text=True, shell=False, timeout=t
tr: try: proc = subprocess.run( ["git", "rev-parse", "--short", "HEAD"],
verride))]) proc = subprocess.run( cmd, cwd=_ngksgraph_cli_root(),
in doctor_cmds: dr = subprocess.run(cmd, cwd=repo_root, env=active_env, shell=False) if
", ] proc = subprocess.run(cmd, cwd=repo_root, capture_output=True, text=True, env=env,

✓ 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 6.0

3 maintainer concern(s) found

Only one version has ever been released — brand new package
Package uploaded less than 24 hours ago (2026-06-05T05:49:56.000Z)
Author "NGKsSystems" appears to have only 1 package on PyPI (new or inactive account)