Open-source embodied agent framework: execution, feedback, and continual improvement
⚡ Executive Summary & Quick Facts
Authoritative Sourceopengeniemaster is opengeniemaster is an open-source project written in Python: Open-source embodied agent framework: execution, feedback, and continual improvement..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), eust-w/opengeniemaster has accumulated 148 GitHub stars and 2 forks. It is written in Python, licensed under MIT, and ranks #21,548 globally. It is actively maintained with the latest commit recorded on Nov 6, 2026.”
| Repository | eust-w/opengeniemaster ↗ |
|---|---|
| Primary Category | agent harness |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 148 stars · ⑂ 2 forks · #21,548 globally |
| Maintenance | ● Active (Last commit: Nov 6, 2026) · 0 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, opengeniemaster is actively maintained. Continuous telemetry recorded the last code commit on Nov 6, 2026 (5 days ago). Supported by 148 stars and 2 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,847
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
opengeniemaster gained 10 stars in the last 30 days, about 1 a day, and now has 148. It is about 1 year old and has averaged roughly 148 stars a year. It ranks #2,847 among Python repositories and #21,548 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#20569
BEST RANK
Nov 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
opengeniemaster has maintained a continuous presence across global trending indexes, peaking at #20569. Below is the 30-day activity profile:
💡 Overview
opengeniemaster is an open-source project written in Python: Open-source embodied agent framework: execution, feedback, and continual improvement.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-harness, ai-agents, continual-learning. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install opengeniemaster⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
opengeniemaster coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with opengeniemaster.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install opengeniemaster using your package manager: `pip install opengeniemaster`
Initialize your project workspace or configuration file for opengeniemaster.
Import opengeniemaster into your codebase or invoke it directly from your terminal.
Execute your test suite or run `opengeniemaster --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
eust-w/opengeniemaster is currently ranked #21,548 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,465 | jaime681/html5-game-build-tool | JavaScript | ★ 149 | Compare ↗ |
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| #21,465 | altynbekzhardemov02-ship-it/windows-10-activator | Python | ★ 149 | Compare ↗ |
| #21,548 | eust-w/opengeniemaster This Project | Python | ★ 148 | |
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Frequently Asked Questions
What does opengeniemaster do? +
Open-source embodied agent framework: execution, feedback, and continual improvement
Is opengeniemaster actively maintained in 2026? +
Yes, opengeniemaster is actively maintained. The latest code push was recorded on Nov 6, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 148 stars and 0 open issues.
What language is opengeniemaster written in? +
The primary language is Python. Topics include: agent-harness, ai-agents, continual-learning, embodied-ai, mcp.
How many stars does opengeniemaster have? +
opengeniemaster has 148 stars and 2 forks on GitHub.
How does opengeniemaster rank among GitHub repositories? +
With 148 stars, eust-w/opengeniemaster is ranked #21,548 globally across all repositories tracked on GitHubRepo and #2,847 among Python projects.
What license is opengeniemaster distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
