xlang-ai/OSWorld
Feb 2025 – May 2025
3 Months active
Languages Used
Python
Technical Skills
Agent DevelopmentBug FixingAI IntegrationCode RefactoringComputer VisionLLM
Shihao Liang
PROFILE
Shihao Liang
Worked on the xlang-ai/OSWorld repository to enhance and stabilize the UITARSAgent, focusing on agent development, AI integration, and debugging using Python. Over three months, delivered a feature supporting Qwen2.5VL model integration and standardized action space formats, improving image processing and UI automation reliability. Addressed prediction bugs by refactoring return logic and simplifying initialization, which reduced setup friction and improved maintainability. Refined prediction parsing to ensure robust data handling and clearer end-user outputs. The technical approach emphasized code refactoring, prompt engineering, and computer vision, resulting in more reliable automation execution and expanded model compatibility across the OSWorld automation stack.
Overall Statistics
Feature vs Bugs
33%Features
Repository Contributions
4Total
Bugs
2
Commits
4
Features
1
Lines of code
395
Activity Months3
Your Network
49 peopleShared Repositories
49
Work History
May 2025
1 Commits
May 1, 2025May 2025 (2025-05) monthly summary for xlang-ai/OSWorld. Focused on stabilizing UITARSAgent integration. Completed initialization simplification and robust prediction parsing, aligning with ongoing UITARS debugging and feature development. Key outcomes include reduced setup friction, more reliable data handling from predictions, and improved maintainability.
1 Commits
May 1, 2025May 2025 (2025-05) monthly summary for xlang-ai/OSWorld. Focused on stabilizing UITARSAgent integration. Completed initialization simplification and robust prediction parsing, aligning with ongoing UITARS debugging and feature development. Key outcomes include reduced setup friction, more reliable data handling from predictions, and improved maintainability.
May 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025: OSWorld delivered UITARS Agent Enhancement to support Qwen2.5VL and standardize the action space, improving image processing, action parsing, and runtime parameter handling; bounding box coordinates and action formats are now standardized to reduce UI automation parsing errors and enable more reliable automation execution across the stack.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025: OSWorld delivered UITARS Agent Enhancement to support Qwen2.5VL and standardize the action space, improving image processing, action parsing, and runtime parameter handling; bounding box coordinates and action formats are now standardized to reduce UI automation parsing errors and enable more reliable automation execution across the stack.
February 2025
1 Commits
Feb 1, 2025February 2025 (Month 2025-02) – OSWorld: Targeted UITARSAgent bug fix and refactor to improve reliability of predictions and clarity of end-user outputs, with a focus on maintainability.
1 Commits
Feb 1, 2025February 2025 (Month 2025-02) – OSWorld: Targeted UITARSAgent bug fix and refactor to improve reliability of predictions and clarity of end-user outputs, with a focus on maintainability.
February 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture70.0%
Performance65.0%
AI Usage50.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
AI IntegrationAPI IntegrationAgent DevelopmentBug FixingCode RefactoringComputer VisionDebuggingLLMPrompt EngineeringUI Automation
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline