AI Analysis
The package shows moderate risk due to its lack of detailed maintainer information and potential misuse of subprocess execution.
- Metadata risk due to insufficient maintainer details.
- Potential shell risk from subprocess execution requiring further investigation.
Per-check LLM notes
- Network: No network calls detected.
- Shell: Subprocess execution detected which could indicate package build automation, but requires further investigation to confirm legitimacy.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The package is new and lacks detailed maintainer information, raising some suspicion but not conclusive evidence of malice.
Package Quality Overall: Medium (5.8/10)
Test suite present — 13 test file(s) found
Test runner config found: pyproject.toml13 test file(s) detected (e.g. test_all.py)
Some documentation present
Detailed PyPI description (26181 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
199 type-annotated function signatures detected in source
Active multi-contributor project
3 unique contributor(s) across 79 commits in dau-dev/artlinkSmall but multi-author team (3–4 contributors)
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
Found 1 shell execution pattern(s)
ssert answer() == 42\n") subprocess.run( [sys.executable, "-m", "build", "--sdist", "--wheel
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: users.noreply.github.com>
All external links appear legitimate
Repository dau-dev/artlink appears legitimate
3 maintainer concern(s) found
Only one version has ever been released — brand new packageAuthor 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 fully-functional mini-application named 'Artifact Organizer' using the Python package 'artlink'. This application should serve as a robust tool for managing digital artifacts such as images, videos, documents, and audio files. The main goal of this application is to provide users with an efficient way to organize their digital assets by packaging them into collections, combining similar artifacts, and linking related items together. ### Features: 1. **Artifact Collection**: Users should be able to create and manage multiple artifact collections. Each collection can contain different types of artifacts. 2. **Artifact Combination**: Implement functionality that allows users to combine artifacts from different collections based on certain criteria (e.g., date, type, size). 3. **Linking Artifacts**: Enable users to link artifacts within and across collections, making it easier to navigate through related content. 4. **Search Functionality**: Provide a search feature that allows users to find specific artifacts based on keywords, tags, or metadata. 5. **User Interface**: Develop a simple and intuitive user interface that makes it easy for users to interact with their collections and artifacts. 6. **Export Options**: Include options for exporting collections or individual artifacts in various formats (e.g., ZIP, HTML). ### Utilization of 'artlink': - Use 'artlink' to handle the packaging and organization of artifacts. For example, when creating a new collection, use 'artlink' to define the structure and packaging format. - Leverage 'artlink' for combining artifacts by defining rules and applying them to merge artifacts into a single collection or package. - Use 'artlink' to manage the linking between artifacts by maintaining relationships and references among them. - Incorporate 'artlink' functionalities to streamline the export process, ensuring that exported artifacts maintain their integrity and organization as defined by 'artlink'. Your task is to design and implement this application from scratch, ensuring that all features are integrated seamlessly and that the user experience is smooth and efficient. Additionally, document your code and provide examples of how 'artlink' is utilized throughout the application.
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