AI Analysis
The package shows low risks across most categories with no network calls, shell executions, or credentials issues. The obfuscation risk due to pickle usage is notable but not conclusive without additional context.
- No network calls detected
- No shell execution detected
- Potential code injection risk from pickle.loads usage
- Maintainer metadata incomplete
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require external communications.
- Shell: No shell execution patterns detected, indicating the package does not execute system commands.
- Obfuscation: The use of pickle.loads without context suggests potential for code injection, but could be legitimate in certain scenarios.
- Credentials: No clear evidence of credential harvesting patterns detected.
- Metadata: The maintainer's author name is missing and the account seems new or inactive, raising some concerns but not definitive evidence of malice.
Package Quality Overall: Medium (6.4/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Documentation URL: "Documentation" -> https://github.com/amsdal/amsdal-glue?tab=readme-ov-file#amsBrief PyPI description (432 chars)
No contributing guide or governance files found
Development Status classifier >= Beta
Partial type annotation coverage
117 type-annotated function signatures detected in source
Active multi-contributor project
5 unique contributor(s) across 100 commits in amsdal/amsdal-glueActive community — 5 or more distinct contributors
Heuristic Checks
No suspicious network call patterns found
Found 1 obfuscation pattern(s)
ytes) -> None: data = pickle.loads(state) # noqa: S301 cls._root_managers._providers =
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
Repository amsdal/amsdal-glue appears legitimate
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
Create a multi-database synchronization tool named 'SyncMaster' using the 'amdal-glue-core' Python package. This tool will allow users to easily synchronize data across different types of databases such as MySQL, PostgreSQL, and SQLite. The application should have a simple command-line interface where users can specify source and target databases, tables, and fields to synchronize. Additionally, it should support incremental synchronization based on timestamps or version numbers. Users should also be able to define custom transformation scripts for data before it's written to the target database. Finally, the tool should provide logging and error handling mechanisms to ensure reliable operation. Use the 'amdal-glue-core' package to abstract away the complexities of interacting with multiple database systems, making the development process smoother and more maintainable.