app-theforge-sdk

v0.1.0 suspicious
4.0
Medium Risk

Composition library for AI prompt systems managed by The Forge. Imported as `forge_sdk`.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package has some red flags including a missing repository, low-effort metadata, and a single version release, which could indicate potential issues. However, there are no clear signs of malicious activity.

  • missing repository
  • low-effort metadata
  • single version release
Per-check LLM notes
  • Network: The use of an HTTP client suggests the package interacts with external services, which is common but should be reviewed for unexpected behavior.
  • Shell: No shell execution patterns were detected, indicating low risk.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows several red flags such as a missing repository, low-effort metadata, and a single version release.

📦 Package Quality Overall: Low (4.4/10)

✦ High Test Suite 9.0

Test suite present — 5 test file(s) found

  • 5 test file(s) detected (e.g. test_composer.py)
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (4656 chars)
○ Low Contributing Guide 2.0

No contributing guide or governance files found

  • No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
◈ Medium Type Annotations 5.0

Partial type annotation coverage

  • 44 type-annotated function signatures detected in source
○ Low Multiple Contributors 1.0

Could not retrieve contributor data from GitHub

  • GitHub API error: 404

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

  • self._client = http_client or httpx.AsyncClient(timeout=timeout_seconds) async def __aenter__(self) ->
✓ 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

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 3.0

Repository not found (deleted or private)

  • Repository not found (deleted or private)
⚠ Maintainer History score 8.0

4 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author name is missing or very short
  • Author "" appears to have only 1 package on PyPI (new or inactive account)
  • Package has no PyPI classifiers (low effort / metadata quality)
✓ Known CVE Vulnerabilities

No known vulnerabilities found in OSV database.

💡 AI App Starter Prompt

Use this prompt to build a project with app-theforge-sdk 
Create a Python-based mini-app that acts as a user-friendly interface for managing and generating prompts within The Forge's AI ecosystem using the 'app-theforge-sdk' package. This application will allow users to create, modify, and execute custom AI prompts directly from their local machine or terminal, providing immediate feedback on the generated responses.

### Core Functionality:
1. **Prompt Creation**: Users should be able to define new AI prompts through a simple command-line interface or a basic GUI. Each prompt should include necessary parameters such as input data types, expected output formats, and any specific instructions or configurations required by The Forge system.
2. **Prompt Management**: Implement features to list, edit, delete, and search through existing prompts stored locally or remotely via The Forge API.
3. **Execution and Feedback**: Once a prompt is defined, the app should send it to The Forge for processing, display the results back to the user, and optionally log these interactions for future reference.
4. **Integration with The Forge SDK**: Utilize the 'app-theforge-sdk' package to handle all communication with The Forge servers, including authentication, prompt submission, result retrieval, and error handling.

### Suggested Features:
- **Version Control**: Allow users to save different versions of their prompts and revert changes if needed.
- **Template System**: Provide a set of predefined templates for common use cases to simplify the creation process.
- **Customizable Outputs**: Enable users to specify how they want the output to be formatted or displayed (e.g., plain text, JSON, HTML).
- **Error Handling and Logging**: Ensure robust error messages and logging mechanisms to help diagnose issues and improve user experience.
- **User Authentication**: Integrate with The Forge’s authentication system to securely manage user sessions and access controls.

### Implementation Steps:
1. **Setup Project Environment**: Initialize a new Python project, install the 'app-theforge-sdk', and configure your development environment.
2. **Design UI/UX**: Sketch out the layout and flow of your application, deciding whether to go with a CLI or a simple GUI.
3. **Develop Core Functions**: Start coding the main functionalities around prompt management and execution, making sure to leverage the 'app-theforge-sdk' for backend operations.
4. **Test Thoroughly**: Conduct rigorous testing to ensure stability and responsiveness, especially focusing on error scenarios and edge cases.
5. **Deploy and Document**: Prepare your application for deployment (if applicable), write comprehensive documentation, and share it with potential users.

💬 Discussion Feed

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