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Stephen Schoettler

PROFILE

Stephen Schoettler

Developed a modular context management system for the NousResearch/hermes-agent repository, introducing a pluggable Context Engine architecture to support scalable, context-aware conversations. Leveraging Python and object-oriented programming, the work established an abstract base class for context engines and refactored the existing ContextCompressor to inherit from this interface, enabling seamless integration of third-party engines through a plugin system. The agent’s tool dispatch was enhanced to inject tool schemas, manage session lifecycles, and prioritize context engine tool calls, improving context-awareness in tool execution. This approach emphasized extensibility, maintainability, and facilitated rapid experimentation with alternative context engine implementations within the agent framework.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
2
Lines of code
572
Activity Months1

Your Network

1510 people

Work History

April 2026

3 Commits • 2 Features

Apr 1, 2026

April 2026: Delivered a pluggable Context Engine architecture and integrated context engine tooling into the agent dispatch, enabling scalable, context-aware conversations and easier experimentation with alternative engines.

Activity

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Quality Metrics

Correctness100.0%
Maintainability93.4%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Abstract Base ClassesAgent DevelopmentContext ManagementObject-Oriented ProgrammingPlugin ArchitecturePlugin DevelopmentPythonRefactoringSession ManagementSystem DesignTestingTool Integration

Repositories Contributed To

1 repo

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

NousResearch/hermes-agent

Apr 2026 Apr 2026
1 Month active

Languages Used

Python

Technical Skills

Abstract Base ClassesAgent DevelopmentContext ManagementObject-Oriented ProgrammingPlugin ArchitecturePlugin Development