automatic-operation-skill

v2.0.0 safe
4.0
Medium Risk

网页自动化操作录制 Skill — 前端监听 → 后端捕获 → AI 精炼 → 执行校验

🤖 AI Analysis

Final verdict: SAFE

The package appears to serve its intended purpose without significant risks. While it has moderate network risk due to external API calls, there are no signs of malicious activity such as shell execution or credential harvesting.

  • moderate network risk
  • lacks maintainer history
  • no signs of malicious activity
Per-check LLM notes
  • Network: The presence of network calls to an external API may indicate legitimate functionality but could also be used for unauthorized data transmission.
  • Shell: No shell execution patterns detected, indicating low risk of direct system command injection.
  • Obfuscation: No obfuscation patterns detected, indicating low risk.
  • Credentials: No credential harvesting patterns detected, indicating low risk.
  • Metadata: The package is new and lacks maintainer history, but there are no immediate red flags.

📦 Package Quality Overall: Low (3.4/10)

○ Low Test Suite 1.0

No test suite detected

  • No test files or test-runner configuration detected
◈ Medium Documentation 5.0

Some documentation present

  • Detailed PyPI description (4700 chars)
○ Low Contributing Guide 4.0

No contributing guide or governance files found

  • Development Status classifier >= Beta
◈ Medium Type Annotations 5.0

Partial type annotation coverage

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

Single-author or unverifiable project

  • 1 unique contributor(s) across 7 commits in Aicase/automatic-operation
  • Single author with few commits — possibly a personal or throwaway project

🔬 Heuristic Checks

⚠ Outbound Network Calls score 1.5

Found 1 network call pattern(s)

  • .."}}]""" resp = requests.post( AI_API_URL, headers={
✓ 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 7 commits happened within 24 hours

  • All 7 commits happened within 24 hours
⚠ Maintainer History score 4.0

2 maintainer concern(s) found

  • Only one version has ever been released — brand new package
  • Author "Aicase" 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 automatic-operation-skill 
Create a fully-functional mini-app that automates user interactions on web pages using the 'automatic-operation-skill' package. This app will capture user actions on a webpage, refine these actions into executable scripts, and then replay them. Here's a step-by-step guide on what your app should do:

1. **User Interface Setup**: Develop a simple yet intuitive UI where users can input the URL of the webpage they wish to automate.
2. **Action Recording**: Implement a feature that allows users to interact with the webpage (clicking buttons, filling forms, etc.), while the app records these actions.
3. **Action Refinement**: Use 'automatic-operation-skill' to analyze and refine the recorded actions into precise, repeatable scripts.
4. **Script Execution**: Allow users to execute the refined scripts on the same or different instances of the webpage.
5. **Validation and Feedback**: Provide real-time feedback on the success of each action during execution.
6. **Save and Share Scripts**: Enable users to save their automated scripts and share them with others.
7. **Security Measures**: Ensure that the app does not capture sensitive data and includes basic security measures against unauthorized access.

Suggested Features:
- Support for multiple browsers (Chrome, Firefox)
- Visual representation of recorded actions
- Ability to pause and resume script recording
- Script editing capabilities before execution
- Comprehensive documentation and user guides

The 'automatic-operation-skill' package plays a crucial role in the action refinement phase, transforming raw user interactions into structured, reliable automation scripts. This process involves capturing user inputs, processing them through the package's AI algorithms, and generating optimized output scripts.

💬 Discussion Feed

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