AI Analysis
The package has a moderate risk score due to shell execution commands and low maintenance levels. While these factors do not conclusively indicate malicious intent, they warrant closer scrutiny.
- Shell risk due to potential system-level operations
- Low maintenance and metadata quality
Per-check LLM notes
- Network: No network calls were detected, which is typical for benign packages.
- Shell: Shell execution commands detected may indicate the package performs system-level operations, which could be legitimate but also warrants further investigation to ensure no unauthorized actions are being performed.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package shows low maintenance and metadata quality, raising some suspicion but not conclusive evidence of malice.
Package Quality Overall: Low (3.8/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Detailed PyPI description (3928 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
87 type-annotated function signatures detected in source
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
Found 6 shell execution pattern(s)
xists(pyproject): subprocess.run( ["uv", "init", "--name", identifier, "--no-xt" ) subprocess.run(["uv", "add", package_spec], check=True, cwd=work_dir)elative_dir) docker_run = subprocess.run(" ".join(command), shell=True, cwd=work_dir) if docker_rt]: try: result = subprocess.run( ["docker", "inspect", build_id], st]: try: process = subprocess.Popen( " ".join([ "docker", "run", "-it]: try: result = subprocess.run( ["docker", "run", build_id, "arkitekt-next", "i
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: gmail.com>
All external links appear legitimate
No GitHub repository linked
No GitHub repository link found
3 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the arkitekt-next package to demonstrate its core features.
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