agentassert-typec-sdk

v0.6.2 suspicious
4.0
Medium Risk

AgentAssert Type-C SDK wrapper — wrap(Anthropic(), 'contract.yaml') to enforce behavioral contracts on direct API clients.

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows low individual risks across various categories, but the rapid commits and sole package from the maintainer warrant further investigation.

  • Recent rapid commits
  • Maintainer has only one package
Per-check LLM notes
  • Network: No network calls detected, which is normal unless the package requires network functionality.
  • Shell: No shell execution patterns detected, indicating no immediate risk from command execution.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious intent related to code obfuscation.
  • Credentials: No credential harvesting patterns detected, suggesting no immediate threat of secret or credential theft.
  • Metadata: The maintainer has a single package and recent rapid commits raise suspicion, but there's no clear evidence of typosquatting or other malicious intent.

🔬 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

No author email provided

✓ Suspicious Page Links

All external links appear legitimate

⚠ Git Repository History score 2.5

Git history flags: All 16 commits happened within 24 hours

  • All 16 commits happened within 24 hours
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Varun Pratap Bhardwaj" 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 agentassert-typec-sdk 
Create a mini-application called 'BehavioralGuard' that utilizes the 'agentassert-typec-sdk' Python package to enforce behavioral contracts on interactions with an Anthropic API client. This application will serve as a security layer to ensure that any direct API client adheres strictly to predefined interaction protocols, thereby enhancing system reliability and security.

### Step-by-Step Application Design:
1. **Setup Environment**: Begin by setting up your Python environment. Ensure you have Python 3.8 or higher installed along with the necessary packages including 'agentassert-typec-sdk', 'anthropic', and any other dependencies.
2. **Define Behavioral Contracts**: Create a YAML file named 'contract.yaml' which defines the acceptable behavior for interactions with the Anthropic API. This includes specifying allowed methods, expected input formats, and output validations.
3. **Integrate 'agentassert-typec-sdk'**: Use the 'wrap' function from 'agentassert-typec-sdk' to integrate the behavioral contract enforcement into your application. Pass the Anthropic API client instance and the 'contract.yaml' file path to this function.
4. **Develop API Client Interface**: Implement a simple interface for users to interact with the Anthropic API through your 'BehavioralGuard'. This could include functions for querying, generating content, etc., all of which are wrapped under the 'agentassert-typec-sdk' enforcement.
5. **Implement Error Handling and Logging**: Ensure that any violations of the behavioral contract result in appropriate error messages and logs. This helps in maintaining accountability and diagnosing issues.
6. **Testing**: Conduct thorough testing to verify that the 'BehavioralGuard' correctly enforces the defined behavioral contracts. Test both valid and invalid scenarios to ensure robustness.
7. **Documentation**: Write comprehensive documentation detailing how to use 'BehavioralGuard', including setup instructions, usage examples, and explanations of the behavioral contract enforcement mechanism.

### Suggested Features:
- **Dynamic Contract Modification**: Allow users to modify the behavioral contract at runtime if needed.
- **Customizable Error Responses**: Provide options for customizing error messages and responses when a contract is violated.
- **Audit Logs**: Implement detailed audit logs to track all interactions and violations for security and compliance purposes.
- **User-Friendly Interface**: Develop a user-friendly command-line interface (CLI) or a simple web interface for interacting with the Anthropic API through 'BehavioralGuard'.

This project not only showcases the power of 'agentassert-typec-sdk' but also provides a practical tool for developers looking to secure their interactions with the Anthropic API.