OpenWAM-Official/OpenWAM
Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
⚡ Executive Summary & Quick Facts
Authoritative SourceOpenWAM is OpenWAM is an open-source project written in Python: Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining"..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), OpenWAM-Official/OpenWAM has accumulated 1,181 GitHub stars and 89 forks. It is written in Python, licensed under Apache-2.0, and ranks #7,811 globally. It is actively maintained with the latest commit recorded on Nov 7, 2026.”
| Repository | OpenWAM-Official/OpenWAM ↗ |
|---|---|
| Primary Category | generalist robot policies |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 1.2K stars · ⑂ 89 forks · #7,811 globally |
| Maintenance | ● Active (Last commit: Nov 7, 2026) · 5 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: 97/100 · Grade A+Yes, OpenWAM is actively maintained. Continuous telemetry recorded the last code commit on Nov 7, 2026 (5 days ago). Supported by 1,181 stars and 89 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+233
STARS · LAST 30 DAYS
8
PER DAY
#1,142
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +233 | +233 | +720 |
| Per day | 33 | 8 | 8 |
| Forks gained | +33 | +33 | +10 |
OpenWAM gained 233 stars in the last 30 days, about 8 a day, and now has 1.2K. It is about 1 year old and has averaged roughly 1.2K stars a year. It ranks #1,142 among Python repositories and #7,811 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#229
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
OpenWAM has maintained a continuous presence across global trending indexes, peaking at #229. Below is the 30-day activity profile:
💡 Overview
OpenWAM is an open-source project written in Python: Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
Engineered for speed, consistency, and developer ease, it solves common hurdles in generalist-robot-policies, pretraining, robotics. 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 OpenWAM⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
OpenWAM 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 OpenWAM.
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 OpenWAM using your package manager: `pip install OpenWAM`
Initialize your project workspace or configuration file for OpenWAM.
Import OpenWAM into your codebase or invoke it directly from your terminal.
Execute your test suite or run `OpenWAM --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
OpenWAM-Official/OpenWAM is currently ranked #7,811 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #7,811 | OpenWAM-Official/OpenWAM This Project | Python | ★ 1.2K | |
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Frequently Asked Questions
What does OpenWAM do? +
Official repository for "OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining".
Is OpenWAM actively maintained in 2026? +
Yes, OpenWAM is actively maintained. The latest code push was recorded on Nov 7, 2026 (5 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,181 stars and 5 open issues.
What language is OpenWAM written in? +
The primary language is Python. Topics include: generalist-robot-policies, pretraining, robotics, world-action-model.
How many stars does OpenWAM have? +
OpenWAM has 1,181 stars and 89 forks on GitHub.
How does OpenWAM rank among GitHub repositories? +
With 1,181 stars, OpenWAM-Official/OpenWAM is ranked #7,811 globally across all repositories tracked on GitHubRepo and #1,142 among Python projects.
What license is OpenWAM distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
