AI Analysis
The package has legitimate purposes but shows high metadata risk due to recent rapid commits and low maintainer activity. This raises concerns about potential supply-chain attacks.
- High metadata risk due to rapid commits and low maintainer activity.
- Potential legitimacy undermined by suspicious metadata indicators.
Per-check LLM notes
- Network: No network calls detected, which is normal if the package does not require internet access.
- Shell: Subprocess execution may be legitimate for running scripts, but should be reviewed to ensure it does not execute unauthorized commands.
- Obfuscation: No obfuscation patterns detected, indicating low risk.
- Credentials: No credential harvesting patterns detected, indicating low risk.
- Metadata: Highly suspicious due to recent rapid commits and low maintainer activity.
Package Quality Overall: Medium (5.4/10)
Test suite present — 14 test file(s) found
Test runner config found: conftest.pyTest runner config found: pyproject.toml14 test file(s) detected (e.g. conftest.py)
Some documentation present
Detailed PyPI description (3213 chars)
No contributing guide or governance files found
No CONTRIBUTING, CODE_OF_CONDUCT, or governance files found
Partial type annotation coverage
129 type-annotated function signatures detected in source
Limited contributor diversity
2 unique contributor(s) across 16 commits in yurisachan16-creator/astrbot_plugin_proactive_chatTwo distinct contributors found
Heuristic Checks
No suspicious network call patterns found
No obfuscation patterns detected
Found 1 shell execution pattern(s)
trbot_runtime(): result = subprocess.run( [sys.executable, str(ROOT / "scripts" / "smoke_chec
No credential harvesting patterns detected
No typosquatting candidates detected
No author email provided
All external links appear legitimate
Git history flags: Repository has zero stars and zero forks
Repository has zero stars and zero forksAll 16 commits happened within 24 hours
2 maintainer concern(s) found
Author "aitwo" appears to have only 1 package on PyPI (new or inactive account)Package has no PyPI classifiers (low effort / metadata quality)
No known vulnerabilities found in OSV database.
AI App Starter Prompt
Build a simple Python application using the astrbot-plugin-proactive-chat package to demonstrate its core features.
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