AI Analysis
Final verdict: SAFE
The package exhibits very low risk indicators with no network calls, shell executions, obfuscations, or credential risks. The metadata risk is slightly elevated due to the maintainer having only one package, but this alone does not suggest malicious intent.
- No network calls
- No shell execution
- No obfuscation
- No credential risk
- Maintainer has only one package
Per-check LLM notes
- Network: No network calls detected, which is normal unless the package requires external services.
- Shell: No shell execution patterns detected, indicating no immediate risk from command execution.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The maintainer has only one package, which might indicate a new or less active account, but no other suspicious elements were found.
Package Quality Overall: Medium (5.0/10)
○ Low
Test Suite
1.0
No test suite detected
No test files or test-runner configuration detected
✦ High
Documentation
9.0
Well-documented package
Documentation URL: "Documentation" -> https://foundata.com/en/projects/ansible-docsmith/#docDetailed PyPI description (13043 chars)Classifier: Documentation
◈ Medium
Contributing Guide
7.0
Some contribution signals present
Separate author ("foundata GmbH, Andreas Haerter") and maintainer ("Andreas Haerter") listedDevelopment Status classifier >= Beta
◈ Medium
Type Annotations
7.0
Partial type annotation coverage
Type checker (mypy / pyright / pytype) referenced in project93 type-annotated function signatures detected in source
○ Low
Multiple Contributors
1.0
Unable to verify contributor count: no GitHub repository found
No GitHub repository linked — contributor count unavailable
Heuristic Checks
Outbound Network Calls
No suspicious network call patterns found
Code Obfuscation
No obfuscation patterns detected
Shell / Subprocess Execution
No shell execution patterns detected
Credential Harvesting
No credential harvesting patterns detected
Typosquatting
No typosquatting candidates detected
Registered Email Domain
Email domain looks legitimate: foundata.com>
Suspicious Page Links
All external links appear legitimate
Git Repository History
No GitHub repository linked
No GitHub repository link found
Maintainer History
score 2.0
1 maintainer concern(s) found
Author "foundata GmbH, Andreas Haerter" appears to have only 1 package on PyPI (new or inactive account)
Known CVE Vulnerabilities
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Use this prompt to build a project with ansible-docsmith
Develop a mini-application named 'AnsibleRoleDocBuilder' that leverages the 'ansible-docsmith' package to streamline the creation of high-quality documentation for Ansible roles. This tool will automate the process of generating comprehensive documentation based on the 'argument_specs.yml' files found within Ansible roles. The application should be designed to be user-friendly and efficient, allowing users to input the path to their Ansible role directory and receive a well-formatted documentation output in Markdown format, suitable for integration into GitHub READMEs or other documentation platforms. Step-by-step guide: 1. Begin by installing the 'ansible-docsmith' package using pip. 2. Create a command-line interface (CLI) that accepts a single argument: the path to the Ansible role directory. 3. Implement a function that reads the 'argument_specs.yml' file from the specified directory. 4. Utilize the 'ansible-docsmith' package to parse the YAML data and generate structured documentation. 5. Format the generated documentation into Markdown, ensuring it includes sections such as Role Description, Requirements, Variables, Defaults, Example Playbook, and more. 6. Output the formatted Markdown documentation to a file named 'README.md' within the same directory as the Ansible role. 7. Add error handling to manage cases where the 'argument_specs.yml' file is missing or malformed. 8. Optionally, implement a feature that allows users to specify additional metadata to be included in the documentation, such as author information, version, and license. 9. Ensure the application can handle multiple Ansible roles at once, accepting a list of directories as input. 10. Provide clear instructions on how to use the application and include a sample Ansible role directory for testing purposes.