AI Analysis
The package shows minimal risk in terms of network, shell execution, obfuscation, and credential handling. However, the untraceable repository and limited maintainer history elevate the metadata risk, warranting further investigation.
- Untraceable repository
- Limited maintainer history
Per-check LLM notes
- Network: No network calls detected, which is normal for a package focused on local bioinformatics tasks.
- Shell: No shell executions detected, indicating the package does not perform system-level operations.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The repository is not found and the maintainer has limited history, suggesting potential risk.
Package Quality Overall: Low (2.0/10)
No test suite detected
No test files or test-runner configuration detected
Some documentation present
Detailed PyPI description (3756 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
No type annotations detected
No type annotations, py.typed marker, or stub files detected
Could not retrieve contributor data from GitHub
GitHub API error: 404
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
Repository not found (deleted or private)
Repository not found (deleted or private)
2 maintainer concern(s) found
Only one version has ever been released β brand new packageAuthor "Arman Shafiee" 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 bioinformatics tool called 'SequenceAligner' that utilizes the 'arman-bio-msa' package to perform multiple sequence alignments using the Needleman-Wunsch algorithm. This tool will allow users to input two or more biological sequences (DNA, RNA, or protein) and receive an aligned output, along with visual representations of the alignment process and results. Hereβs a detailed breakdown of the steps and features your application should include: 1. **User Interface**: Develop a simple yet intuitive web-based user interface where users can input their sequences. Provide options for users to upload files in FASTA format or directly enter sequences into text fields. 2. **Sequence Input Validation**: Ensure that the sequences provided by the user are valid (e.g., correct nucleotide or amino acid characters). If invalid, notify the user with an error message. 3. **Alignment Execution**: Use the 'arman-bio-msa' package to execute the alignment process. The package should handle the dynamic programming aspect, but you need to set up the scoring matrix and gap penalties according to user preferences or default settings. 4. **Alignment Visualization**: Implement a feature that visualizes the alignment results in a graphical format. Users should be able to see the aligned sequences side by side, with mismatches, gaps, and matches clearly marked. 5. **Result Export**: Allow users to download the aligned sequences in various formats (e.g., FASTA, plain text). 6. **Help and Documentation**: Include comprehensive documentation explaining how to use the tool, including examples of valid input and expected output formats. 7. **Testing and Validation**: Write tests to ensure that the tool works correctly under different scenarios, such as varying sequence lengths, types, and content. 8. **Optional Features**: - Support for custom scoring matrices and gap penalties. - An option for users to compare their aligned sequences against known databases or reference sequences. - A feature that predicts possible mutations based on the alignment results. 9. **Deployment**: Plan for deployment on a cloud platform like Heroku or AWS, ensuring that the application is accessible over the internet. Your goal is to create a robust, user-friendly tool that leverages the power of 'arman-bio-msa' to provide valuable insights into sequence alignments.
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