aisolate-agent

v0.2.0 suspicious
5.0
Medium Risk

AI Agent with intelligent planning and reasoning

🤖 AI Analysis

Final verdict: SUSPICIOUS

The package exhibits low signs of obfuscation and credential harvesting risks, but the metadata analysis suggests low maintainer effort and lack of transparency, which raises suspicion.

  • Low obfuscation risk
  • Low credential risk
  • Signs of low maintainer effort and lack of transparency
Per-check LLM notes
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package shows signs of low maintainer effort and lack of transparency, raising some suspicion but not conclusive evidence of malice.

📦 Package Quality Overall: Low (4.4/10)

✦ High Test Suite 9.0

Test suite present — 15 test file(s) found

  • Test runner config found: conftest.py
  • 15 test file(s) detected (e.g. test_context_snapshots.py)
◈ Medium Documentation 5.0

Some documentation present

  • Brief PyPI description (319 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

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

Unable to verify contributor count: no GitHub repository found

  • No GitHub repository linked — contributor count unavailable

🔬 Heuristic Checks

Outbound Network Calls score 3.0

Found 2 network call pattern(s)

  • ast).""" try: r = httpx.get(f"{url.rstrip('/')}{path}", timeout=3.0) return r.st
  • ) async with aiohttp.ClientSession( timeout=aiohttp.ClientTimeout(total=180)
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

No GitHub repository linked

  • No GitHub repository link found
Maintainer History score 6.0

3 maintainer concern(s) found

  • 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 aisolate-agent
Create a personalized task management system using the 'aisolate-agent' package. This application should enable users to input daily tasks and goals, which the AI agent will then analyze to suggest the most efficient order and timing for completing these tasks based on user preferences, past performance, and current context (such as weather conditions or time of day). Here are the key features to include:

1. User Interface: Develop a simple yet intuitive UI where users can add tasks, set deadlines, and mark tasks as completed.
2. Task Prioritization: Use 'aisolate-agent' to prioritize tasks based on urgency, importance, and dependencies between tasks.
3. Time Management: Implement a feature that suggests optimal times for starting each task based on the user's productivity patterns and external factors like weather or time of day.
4. Goal Setting: Allow users to set long-term goals and have the AI agent break them down into smaller, manageable tasks and suggest a timeline for completion.
5. Learning and Adaptation: Incorporate machine learning capabilities from 'aisolate-agent' to continuously learn from user behavior and improve task suggestions over time.
6. Reporting and Analytics: Provide users with weekly reports summarizing their progress towards both short-term tasks and long-term goals, highlighting areas for improvement.
7. Integration: Consider integrating with calendar applications or other productivity tools to enhance usability and synchronization.

Utilize the 'aisolate-agent' package to handle the intelligent planning and reasoning aspects of your application, ensuring that the task management system not only helps users stay organized but also optimizes their productivity through smart recommendations.

💬 Discussion Feed

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