aviora

v0.2.0 suspicious
6.0
Medium Risk

AI Search Framework powered by Tavily — build AI agents with real-time web search

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package shows low individual risks across network, shell, and obfuscation fronts but has a high metadata risk due to its recent creation, limited activity, and sole contributorship, raising concerns about potential supply-chain attacks.

  • High metadata risk
  • Recent repository creation
  • Minimal activity
Per-check LLM notes
  • Network: No network calls detected, which is normal if the package does not require external communication.
  • Shell: No shell execution patterns detected, indicating no immediate signs of executing system commands.
  • Obfuscation: No obfuscation patterns detected, indicating low risk of malicious obfuscation.
  • Credentials: No credential harvesting patterns detected, suggesting no risk of secret theft.
  • Metadata: High risk due to recent repository creation, minimal activity, and single contributor.

📦 Package Quality Overall: Medium (5.0/10)

✦ High Test Suite 9.0

Test suite present — 1 test file(s) found

  • Test runner config found: pyproject.toml
  • 1 test file(s) detected (e.g. test_aviora.py)
◈ Medium Documentation 7.0

Some documentation present

  • Documentation URL: "Documentation" -> https://github.com/Far-1975/aviora#readme
  • Detailed PyPI description (5253 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

  • 23 type-annotated function signatures detected in source
○ Low Multiple Contributors 2.0

Single-author or unverifiable project

  • 1 unique contributor(s) across 2 commits in Far-1975/aviora
  • Single author with few commits — possibly a personal or throwaway project

🔬 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 10.0

Git history flags: Repository created very recently: 5 day(s) ago (2026-06-03T07:33:29Z)

  • Repository created very recently: 5 day(s) ago (2026-06-03T07:33:29Z)
  • Repository has zero stars and zero forks
  • Very few commits: 2 total
  • Single contributor with only 2 commit(s) — possibly throwaway account
⚠ Maintainer History score 2.0

1 maintainer concern(s) found

  • Author "Syed Faisal" 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 aviora 
Create a mini-application called 'NewsBot' that leverages the 'aviora' package to provide users with real-time news updates on any topic of their choice. NewsBot should be designed as a command-line interface (CLI) tool but could also have a simple web interface for demonstration purposes. The application should allow users to input a query (e.g., 'latest tech news', 'climate change'), and it will return the most relevant and up-to-date articles related to that topic. Additionally, NewsBot should include features such as filtering results by source reliability, saving favorite topics for future searches, and receiving notifications for new articles matching specific criteria. Utilize 'aviora' to power the real-time search functionality, ensuring that the information provided is always current and from reputable sources.

💬 Discussion Feed

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