AI Analysis
The package appears to be a legitimate SDK for interacting with Ambertrace's API. It has minimal risk indicators, with only metadata suggesting some caution due to low activity and limited maintainer information.
- Low network, shell, obfuscation, and credential risks
- Moderate concern over repository activity and maintainer transparency
Per-check LLM notes
- Network: The observed network patterns are typical for packages that perform HTTP requests, likely for API interactions or similar functionality.
- Shell: No shell execution patterns were detected, indicating no immediate risk associated with executing arbitrary commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: The repository's low activity and lack of maintainer information suggest potential risks, but no clear malicious intent is evident.
Package Quality Overall: Medium (6.0/10)
Partial test coverage signals detected
Test runner config found: pyproject.toml
Some documentation present
Documentation URL: "Documentation" -> https://app.ambertrace.ai/openapi/redocDetailed PyPI description (6921 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
Classifier: Typing :: Typed416 type-annotated function signatures detected in source
Active multi-contributor project
3 unique contributor(s) across 18 commits in Pilot-Generative-AI/ambertraceai-pythonSmall but multi-author team (3–4 contributors)
Heuristic Checks
Found 5 network call pattern(s)
e: self._client = httpx.Client( base_url=self._base_url, cocontext manager for internal httpx.Client (see httpx docs)""" self.get_httpx_client().__exit__(self._async_client = httpx.AsyncClient( base_url=self._base_url, coontext manager for underlying httpx.AsyncClient (see httpx docs)""" await self.get_async_httpx_client) self._client = httpx.Client( base_url=self._base_url, co
No obfuscation patterns detected
No shell execution patterns detected
No credential harvesting patterns detected
No typosquatting candidates detected
Email domain looks legitimate: ambertrace.ai>
All external links appear legitimate
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forks
2 maintainer concern(s) found
Author name is missing or very shortAuthor "" appears to have only 1 package on PyPI (new or inactive account)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the ambertraceai package to demonstrate its core features.