🤖 AI Analysis

Final verdict: SAFE

The package appears to be safe with low risks across most categories. The only notable concern is the presence of a SECRET_KEY check which might indicate potential credential handling issues.

moderate credential risk due to SECRET_KEY check
low risk in network, shell, and obfuscation activities

Per-check LLM notes

Network: No network calls detected, which is normal unless the package requires internet access for its functionality.
Shell: No shell execution patterns detected, indicating no direct system command execution from the package.
Obfuscation: No obfuscation patterns detected in the code snippet provided.
Credentials: The code is checking for a 'SECRET_KEY' which could be a legitimate practice for securing applications, but the absence of context around how it's used raises a moderate risk for potential credential harvesting.
Metadata: The maintainer has only one package and contains non-HTTPS links which could be local placeholders, but no immediate signs of typosquatting or other malicious intent.

📦 Package Quality Overall: Medium (6.4/10)

◈ Medium Test Suite 6.0

Partial test coverage signals detected

Test runner config found: pyproject.toml

◈ Medium Documentation 7.0

Some documentation present

Documentation URL: "Documentation" -> https://nagarjuna-tella.github.io/Aksara/
Detailed PyPI description (23104 chars)

○ Low Contributing Guide 4.0

No contributing guide or governance files found

Development Status classifier >= Beta

◈ Medium Type Annotations 7.0

Partial type annotation coverage

Classifier: Typing :: Typed
671 type-annotated function signatures detected in source

✦ High Multiple Contributors 8.0

Active multi-contributor project

3 unique contributor(s) across 100 commits in nagarjuna-tella/Aksara
Small but multi-author team (3–4 contributors)

🔬 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 score 2.5

Found 1 credential access pattern(s)

n.get("AKSARA_SECRET_KEY") or os.environ.get("SECRET_KEY") if not secret: issues.append(Diag

✓ Typosquatting

No typosquatting candidates detected

✓ Registered Email Domain

No author email provided

⚠ Suspicious Page Links score 6.0

Found 3 suspicious link(s) on the package page

Non-HTTPS external link: http://127.0.0.1:8000/docs
Non-HTTPS external link: http://127.0.0.1:8000/studio/ui
Non-HTTPS external link: http://127.0.0.1:8000/ai/tools/mcp

✓ Git Repository History

Repository nagarjuna-tella/Aksara appears legitimate

⚠ Maintainer History score 2.0

1 maintainer concern(s) found

Author "Nagarjuna Tella" 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 aksara-framework

Create a fully-functional mini-app that serves as a personal task manager using the 'aksara-framework' Python package. This app will allow users to manage their daily tasks efficiently, including adding new tasks, marking tasks as completed, and deleting tasks. Additionally, it will feature user authentication to ensure each user has their own private task list.

Steps to Build the App:
1. Setup the environment: Install Python and the necessary packages, including 'aksara-framework'.
2. Design the database schema: Define tables for storing user information and tasks.
3. Implement user authentication: Use 'aksara-framework' to handle user registration and login functionalities securely.
4. Develop CRUD operations for tasks: Utilize 'aksara-framework' to create, read, update, and delete tasks.
5. Enhance the app: Add features like setting due dates for tasks and categorizing them.
6. Test the application: Ensure all functionalities work as expected.
7. Deploy the app: Publish the app on a cloud platform of your choice.

Features to Include:
- User registration and login.
- Secure password storage and management.
- Adding new tasks with titles and descriptions.
- Marking tasks as completed.
- Deleting tasks.
- Setting due dates for tasks.
- Categorizing tasks into different categories (e.g., Work, Personal).
- Displaying a list of all tasks.
- Filtering tasks based on completion status and categories.

How 'aksara-framework' is Utilized:
- For handling asynchronous requests and responses, making the app more responsive.
- For building RESTful APIs to interact with the backend services.
- For managing database connections and executing SQL queries efficiently.
- For securing API endpoints with authentication and authorization mechanisms.