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ZhuoyangLiu2005
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ZhuoyangLiu2005/agentic-wam

Official Repository of Agentic World Action Models

Python ◇ developer-tools BSD-2-Clause
★134STARS
⑂8FORKS
!0ISSUES
🏆#19,038GLOBAL RANK
🔥3DAYS TRENDING
🚀
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⚡ Executive Summary & Quick Facts

Authoritative Source

agentic-wam is agentic-wam is an open-source project written in Python: Official Repository of Agentic World Action Models..

Repository ZhuoyangLiu2005/agentic-wam ↗
Primary Category developer tools
Language & Stack Python
Software License BSD-2-Clause
Community Traction ★ 134 stars · ⑂ 8 forks · #19,038 globally
Maintenance ● Active (Last commit: Oct 27, 2026) · 0 open issues
Target Audience Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#2,428

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

agentic-wam gained 10 stars in the last 30 days, about 1 a day, and now has 134. It is about 1 year old and has averaged roughly 134 stars a year. It ranks #2,428 among Python repositories and #19,038 across all languages on GitHubRepo.

Trending Record

agentic-wam has maintained a continuous presence across global trending indexes, peaking at #2100. Below is the 30-day activity profile:

💡 Overview

agentic-wam is an open-source project written in Python: Official Repository of Agentic World Action Models.

Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install agentic-wam

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

agentic-wam 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

Production System Integration

Embed agentic-wam into Python backend services to handle core application logic.

CI/CD Automated Pipelines

Run automated validation, builds, and integration suites during deployments.

Developer Tooling & Workflows

Accelerate developer onboarding with pre-configured project utilities.

Open Source Extension

Fork and customize internal modules under the repository's open BSD-2-Clause license.

🚀 Getting Started

1

Install agentic-wam using your package manager: `pip install agentic-wam`

2

Initialize your project workspace or configuration file for agentic-wam.

3

Import agentic-wam into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `agentic-wam --help` to verify successful setup.

👍 Strengths

Active community backing with 116 GitHub stars and verified adoption.
Permissive open-source distribution under the BSD-2-Clause license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 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

ZhuoyangLiu2005/agentic-wam is currently ranked #19,038 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#18,987 Quantova/QCore.js JavaScript ★ 135 Compare ↗
#18,987 Eason4real/releaseguard-ai TypeScript ★ 135 Compare ↗
#18,987 Luciole-Studio/Misaka-Agent Python ★ 135 Compare ↗
#18,987 Vibra-Ingenn/Janus Go ★ 135 Compare ↗
#18,987 yuk27/VBoyColor C++ ★ 135 Compare ↗
#19,038 ZhuoyangLiu2005/agentic-wam This Project Python ★ 134
#19,038 aasmith/feed-normalizer Ruby ★ 134 Compare ↗
#19,038 leonho/iphone-libs Objective-C ★ 134 Compare ↗
#19,038 ealdent/lda-ruby Ruby ★ 134 Compare ↗
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Frequently Asked Questions

What does agentic-wam do? +

Official Repository of Agentic World Action Models

What language is agentic-wam written in? +

The primary language is Python. Topics include: software.

Is agentic-wam actively maintained? +

Yes, the last recorded push was on Oct 27, 2026 with 0 open issues being tracked.

How many stars does agentic-wam have? +

agentic-wam has 134 stars and 8 forks on GitHub.

How does agentic-wam rank among GitHub repositories? +

With 134 stars, ZhuoyangLiu2005/agentic-wam is ranked #19,038 globally across all repositories tracked on GitHubRepo and #2,428 among Python projects.

What license is agentic-wam distributed under? +

The repository reports a BSD-2-Clause license. Always verify the repository LICENSE file for legal terms.

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