AI Analysis
The package shows some signs of potential misuse due to unclear network and shell risks, despite having no evidence of obfuscation or credential mishandling. The metadata also indicates a new and less engaged repository.
- network risk 4/10
- shell risk 6/10
- metadata risk 5/10
Per-check LLM notes
- Network: The network patterns detected may be used for legitimate purposes like checking connectivity or making HTTP requests, but the lack of clear context could indicate potential misuse.
- Shell: Executing Docker commands suggests interaction with system resources which could be legitimate if the package is intended to manage Docker containers. However, without proper documentation, it raises suspicion about potential unauthorized access or command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent.
- Credentials: No credential harvesting patterns detected, indicating safe handling of secrets and credentials.
- Metadata: The repository is new, lacks community engagement, and the maintainer's information is sparse.
Package Quality Overall: Low (3.4/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Detailed PyPI description (18356 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
229 type-annotated function signatures detected in source
Single-author or unverifiable project
1 unique contributor(s) across 11 commits in jaydenaung/agentsentinel-cliSingle author with few commits — possibly a personal or throwaway project
Heuristic Checks
Found 5 network call pattern(s)
try: with socket.create_connection((host, port), timeout=timeout): return porttry: with socket.create_connection((host, port), timeout=timeout): return (hostor {} try: with httpx.Client(timeout=timeout) as client: try:date(extra_headers) with httpx.Client(timeout=timeout) as client: resp = client.post(base,m: {exc}") from exc with httpx.Client(timeout=timeout) as client: reader = threading.Threa
No obfuscation patterns detected
Found 5 shell execution pattern(s)
[] try: result = subprocess.run( ["docker", "ps", "--format", "{{json .}}"],ol: try: result = subprocess.run(["docker", "info"], capture_output=True, timeout=5){} try: result = subprocess.run( ["docker", "inspect", "--format",ne: try: result = subprocess.run(args, capture_output=True, text=True, timeout=timeout)mand) try: proc = subprocess.Popen( args, stdin=subprocess.PIPE,
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
Git history flags: Repository created very recently: 4 day(s) ago (2026-06-02T10:06:27Z)
Repository created very recently: 4 day(s) ago (2026-06-02T10:06:27Z)Repository has zero stars and zero forks
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the agentsentinel-cli package to demonstrate its core features.