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GhostC

PROFILE

Ghostc

Over six months, this developer contributed to FoundationAgents/OpenManus by building and refining agent orchestration, sandboxing, and automation tooling. They implemented A2A protocol integration and dynamic agent instantiation using Python, emphasizing modularity and maintainability. Their work included restructuring the platform for better scalability, introducing web scraping and search tools, and developing robust sandbox environments with Daytona integration. They improved downstream automation reliability by normalizing output contracts and enhanced vision tool workflows through base64 image handling and startup coordination. The developer demonstrated depth in backend development, API integration, and system design, consistently delivering features that improved reliability and operational clarity.

Overall Statistics

Feature vs Bugs

83%Features

Repository Contributions

26Total
Bugs
2
Commits
26
Features
10
Lines of code
42,901
Activity Months6

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

Month 2025-09 — OpenManus (FoundationAgents/OpenManus) focused on reliability and end-to-end enhancements for the sandbox vision workflow. Implemented Sandbox Vision Image Handling and Startup Initialization to ensure robust processing of base64-encoded images and proper startup sequencing, improving sandbox reliability and throughput. The changes enable more predictable automated vision tasks in a sandboxed environment and prepare the system for larger-scale usage.

August 2025

1 Commits

Aug 1, 2025

Concise monthly summary for 2025-08: Focused on stabilizing downstream processing in FoundationAgents/OpenManus by simplifying sb_browser_use's output contract. Implemented output normalization change to return direct success/failure flags instead of a (result, response) tuple, reducing downstream parsing complexity and increasing automation reliability. This change aligns with ongoing efforts to improve API clarity and maintainability in browser automation tooling.

July 2025

13 Commits • 2 Features

Jul 1, 2025

July 2025 monthly summary for FoundationAgents/OpenManus. Delivered a robust sandboxing solution with Daytona integration, improved stability and maintainability, and clear documentation. Focused on enabling secure, repeatable sandbox experiments for customers and internal teams, with streamlined provisioning and reuse of sandboxes.

June 2025

5 Commits • 4 Features

Jun 1, 2025

June 2025 - FoundationAgents/OpenManus: Delivered A2A-enabled platform restructuring, CLI enhancements, web search/scraping tooling, and consolidated platform utilities with AgentPress enhancements. These changes improve modularity, reliability, and scalability, enabling faster feature delivery and better operational robustness.

May 2025

2 Commits • 1 Features

May 1, 2025

May 2025 monthly summary for FoundationAgents/OpenManus: Delivered A2A protocol integration leveraging the a2-sdk, refactored Manus Agent, and introduced ManusExecutor and A2AStarletteApplication to enable robust agent execution. Addressed library compatibility with targeted dependency updates and corrected a misnamed capability key to restore correct operations with updated libraries, ensuring stability and forward-compatibility.

April 2025

4 Commits • 2 Features

Apr 1, 2025

Monthly summary for 2025-04: FoundationAgents/OpenManus focused on delivering A2A-enabled agent orchestration and onboarding improvements. Key outcomes include protocol integration, flexible agent instantiation, and documentation updates to accelerate onboarding and adoption.

Activity

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Quality Metrics

Correctness86.2%
Maintainability84.6%
Architecture83.8%
Performance76.6%
AI Usage25.4%

Skills & Technologies

Programming Languages

JSONMarkdownPythonTOMLtext

Technical Skills

API DevelopmentAPI IntegrationAgent DevelopmentAsync ProgrammingAsynchronous ProgrammingAuthentication UtilitiesBackend DevelopmentCloud ServicesCloud Services IntegrationCloud Storage IntegrationCode FormattingCode OrganizationCommand Line InterfaceConfiguration ManagementContext Management

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

FoundationAgents/OpenManus

Apr 2025 Sep 2025
6 Months active

Languages Used

JSONMarkdownPythonTOMLtext

Technical Skills

API DevelopmentAPI IntegrationAgent DevelopmentBackend DevelopmentDesign PatternsDocumentation

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