XiaoMi/mone
Jan 2025 – Dec 2025
9 Months active
Languages Used
JavaLuaMarkdownPropertiesJSONPromptPythonTypeScript
Technical Skills
Backend DevelopmentDistributed SystemsRedisSession ManagementAPI IntegrationAudio Processing
shanwb
PROFILE
Shanwb
Shanwen Bang developed and enhanced automation, AI integration, and backend systems for the XiaoMi/mone repository over nine months. He delivered distributed session management using Redis, modular skill frameworks, and robust memory management with configurable eviction policies. His work included building AI-assisted trading pipelines, automating documentation generation, and improving UI automation for both macOS and Android environments. Shanwen applied Java and Python extensively, leveraging technologies such as Spring Boot, Docker, and WebSocket to ensure scalable, maintainable deployments. His engineering approach emphasized reliability, configurability, and observability, resulting in resilient workflows and streamlined development processes across complex, multi-agent and multimodal systems.
Overall Statistics
Feature vs Bugs
88%Features
Repository Contributions
38Total
Bugs
3
Commits
38
Features
21
Lines of code
24,599
Activity Months9
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Work History
December 2025
9 Commits • 7 Features
Dec 1, 2025December 2025 (2025-12) — Delivered a focused set of performance, reliability, and deployment improvements for XiaoMi/mone, emphasizing modular skill architecture, agent workflow enhancements, UI automation robustness, and environment reproducibility. Highlights include standardized Modular Skill Framework for Claude to accelerate skill creation; MiLine and Mione agent workflow improvements with Git tooling integration; Android UI automation reliability enhancements via screen size initialization, dynamic caching, and WebSocket device info handling; performance and throughput gains from direct action execution optimization and image handling; and Docker-based environment reproducibility. Cleaned up platform maintenance by removing MCP Multimodal module to simplify the stack. Overall, these changes reduce maintenance overhead, accelerate feature delivery, and improve automation reliability and scalability across the product surface.
9 Commits • 7 Features
Dec 1, 2025December 2025 (2025-12) — Delivered a focused set of performance, reliability, and deployment improvements for XiaoMi/mone, emphasizing modular skill architecture, agent workflow enhancements, UI automation robustness, and environment reproducibility. Highlights include standardized Modular Skill Framework for Claude to accelerate skill creation; MiLine and Mione agent workflow improvements with Git tooling integration; Android UI automation reliability enhancements via screen size initialization, dynamic caching, and WebSocket device info handling; performance and throughput gains from direct action execution optimization and image handling; and Docker-based environment reproducibility. Cleaned up platform maintenance by removing MCP Multimodal module to simplify the stack. Overall, these changes reduce maintenance overhead, accelerate feature delivery, and improve automation reliability and scalability across the product surface.
December 2025
November 2025
9 Commits • 6 Features
Nov 1, 2025November 2025 highlights for XiaoMi/mone: Delivered cross-cutting features and reliability improvements across multimodal GUI automation, prompts, observability, and platform configurability. Key work spans MacOS context-aware GUI task execution to ensure correct app context and accurate screenshots, GUI agent prompt fidelity with an LLM thinking parameter to improve task reliability, enhanced ReactorRole observability with better error logging and clientId routing, Hive Spring Starter feature toggle for configurable deployments, and MiOne platform expansion with a new Mione agent and upgraded logging/prompt tooling to support scaling and debugging. These changes improved user experience, reduced debugging time, and provided safer rollout controls, enabling faster time-to-value for customers and developers. Technologies demonstrated include macOS app context handling, structured logging, prompt configuration, fault injection readiness, and agent-based platform scaling.
November 2025
9 Commits • 6 Features
Nov 1, 2025November 2025 highlights for XiaoMi/mone: Delivered cross-cutting features and reliability improvements across multimodal GUI automation, prompts, observability, and platform configurability. Key work spans MacOS context-aware GUI task execution to ensure correct app context and accurate screenshots, GUI agent prompt fidelity with an LLM thinking parameter to improve task reliability, enhanced ReactorRole observability with better error logging and clientId routing, Hive Spring Starter feature toggle for configurable deployments, and MiOne platform expansion with a new Mione agent and upgraded logging/prompt tooling to support scaling and debugging. These changes improved user experience, reduced debugging time, and provided safer rollout controls, enabling faster time-to-value for customers and developers. Technologies demonstrated include macOS app context handling, structured logging, prompt configuration, fault injection readiness, and agent-based platform scaling.
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025 Monthly Summary for XiaoMi/mone focused on delivering a high-value feature and strengthening command architecture to reduce manual work and improve maintainability. The main effort centered on automating documentation generation and enhancing command processing pipelines.
1 Commits • 1 Features
Oct 1, 2025October 2025 Monthly Summary for XiaoMi/mone focused on delivering a high-value feature and strengthening command architecture to reduce manual work and improve maintainability. The main effort centered on automating documentation generation and enhancing command processing pipelines.
October 2025
June 2025
1 Commits
Jun 1, 2025June 2025 – XiaoMi/mone: Delivered reliability improvements to inter-agent communication by correcting sinks setup for Role types and introducing a dedicated exit/role message processor in ReactorRole. Fixed the key agent action bug (#1305) with commit b54c44af304b4de64d443189f6a993f1fe177649, improving message correctness and role lifecycle handling.
June 2025
1 Commits
Jun 1, 2025June 2025 – XiaoMi/mone: Delivered reliability improvements to inter-agent communication by correcting sinks setup for Role types and introducing a dedicated exit/role message processor in ReactorRole. Fixed the key agent action bug (#1305) with commit b54c44af304b4de64d443189f6a993f1fe177649, improving message correctness and role lifecycle handling.
May 2025
1 Commits • 1 Features
May 1, 2025May 2025 performance and delivery summary for XiaoMi/mone. Delivered a Memory Management System with Configurable Eviction Policies (FIFO/LRU) for the Hive module, enabling configurable eviction, automatic/manual eviction, config updates, and detailed statistics. This reduces memory pressure, improves message storage reliability, and provides better observability. No major bugs fixed this period.
1 Commits • 1 Features
May 1, 2025May 2025 performance and delivery summary for XiaoMi/mone. Delivered a Memory Management System with Configurable Eviction Policies (FIFO/LRU) for the Hive module, enabling configurable eviction, automatic/manual eviction, config updates, and detailed statistics. This reduces memory pressure, improves message storage reliability, and provides better observability. No major bugs fixed this period.
May 2025
April 2025
1 Commits
Apr 1, 2025April 2025 monthly summary for XiaoMi/mone focusing on reliability improvements and stability of MCP-based operations. Delivered MCP Client Timeout Stabilization to prevent premature request failures for longer-running operations by extending the MCP client request timeout from 15 seconds to 120 seconds. This aligns with resilience goals and reduces errors in long-running workflows. Commit reference included: 64059e18e00ddc9d32f51b3dc70df7a09fa767c7 (update mcp client requestTimeout, #1138).
April 2025
1 Commits
Apr 1, 2025April 2025 monthly summary for XiaoMi/mone focusing on reliability improvements and stability of MCP-based operations. Delivered MCP Client Timeout Stabilization to prevent premature request failures for longer-running operations by extending the MCP client request timeout from 15 seconds to 120 seconds. This aligns with resilience goals and reduces errors in long-running workflows. Commit reference included: 64059e18e00ddc9d32f51b3dc70df7a09fa767c7 (update mcp client requestTimeout, #1138).
March 2025
12 Commits • 3 Features
Mar 1, 2025March 2025 (2025-03) monthly summary for XiaoMi/mone. Focused on delivering core automation capabilities and AI-assisted trading workflows across three modules, with emphasis on reliability, data flow, and developer efficiency. No major bugs fixed this period; where applicable, bug-related improvements were addressed within feature commits. The work enabled streamlined trading automation, improved data capture and reporting, and scalable decision-making processes that support faster, data-driven trading decisions and automation.
12 Commits • 3 Features
Mar 1, 2025March 2025 (2025-03) monthly summary for XiaoMi/mone. Focused on delivering core automation capabilities and AI-assisted trading workflows across three modules, with emphasis on reliability, data flow, and developer efficiency. No major bugs fixed this period; where applicable, bug-related improvements were addressed within feature commits. The work enabled streamlined trading automation, improved data capture and reporting, and scalable decision-making processes that support faster, data-driven trading decisions and automation.
March 2025
February 2025
3 Commits • 2 Features
Feb 1, 2025February 2025: Delivered two major features for XiaoMi/mone that unlock new media processing and automation capabilities, strengthening data integration with Hive and improving cross-system efficiency. Technical achievements include FFmpeg-based MCP song processing with client/server communication and new Hammerspoon MCP automation (Java + Lua) for real-time notifications and window capture. These updates improve throughput, enable new use cases, and demonstrate proficiency in cross- tech integration.
February 2025
3 Commits • 2 Features
Feb 1, 2025February 2025: Delivered two major features for XiaoMi/mone that unlock new media processing and automation capabilities, strengthening data integration with Hive and improving cross-system efficiency. Technical achievements include FFmpeg-based MCP song processing with client/server communication and new Hammerspoon MCP automation (Java + Lua) for real-time notifications and window capture. These updates improve throughput, enable new use cases, and demonstrate proficiency in cross- tech integration.
January 2025
1 Commits • 1 Features
Jan 1, 2025January 2025 focused on delivering a scalable, distributed session management solution for Docean-driven applications in the XiaoMi/mone repository. The work lays the foundation for multi-node deployments by enabling Redis-backed sessions and cluster-friendly MVC configuration, reducing session affinity constraints and improving resilience.
1 Commits • 1 Features
Jan 1, 2025January 2025 focused on delivering a scalable, distributed session management solution for Docean-driven applications in the XiaoMi/mone repository. The work lays the foundation for multi-node deployments by enabling Redis-backed sessions and cluster-friendly MVC configuration, reducing session affinity constraints and improving resilience.
January 2025
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Quality Metrics
Correctness85.6%
Maintainability83.4%
Architecture83.8%
Performance80.2%
AI Usage42.8%
Skills & Technologies
Programming Languages
JSONJavaLuaMarkdownPromptPropertiesPythonTypeScriptXML
Technical Skills
AI DevelopmentAI IntegrationAI/LLM IntegrationAPI IntegrationAlgorithmic TradingAndroid DevelopmentAudio ProcessingAutomated TradingAutomationAutomation ScriptingBackend DevelopmentCI/CDCode AnalysisCommand Line Interface (CLI) DevelopmentConcurrency
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