verl-project/uni-agent
Uni-Agent is a framework for training long-horizon agents.
⚡ Executive Summary & Quick Facts
Authoritative Sourceuni-agent is uni-agent is an open-source project written in Python: Uni-Agent is a framework for training long-horizon agents..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), verl-project/uni-agent has accumulated 710 GitHub stars and 142 forks. It is written in Python, licensed under Apache-2.0, and ranks #10,369 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | verl-project/uni-agent ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | Apache-2.0 |
| Community Traction | ★ 710 stars · ⑂ 142 forks · #10,369 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 59 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, uni-agent is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (11 days ago). Supported by 710 stars and 142 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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+67
STARS · LAST 30 DAYS
2
PER DAY
#1,473
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +67 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +0 | +16 | +10 |
uni-agent gained 67 stars in the last 30 days, about 2 a day, and now has 710. It is about 1 year old and has averaged roughly 710 stars a year. It ranks #1,473 among Python repositories and #10,369 across all languages on GitHubRepo.
Trending Record
40
DAYS ON TRENDING
#1134
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
uni-agent has maintained a continuous presence across global trending indexes, peaking at #1134. Below is the 30-day activity profile:
💡 Overview
uni-agent is an open-source project written in Python: Uni-Agent is a framework for training long-horizon agents.
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
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 uni-agent⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
uni-agent 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 uni-agent 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 Apache-2.0 license.
🚀 Getting Started
Install uni-agent using your package manager: `pip install uni-agent`
Initialize your project workspace or configuration file for uni-agent.
Import uni-agent into your codebase or invoke it directly from your terminal.
Execute your test suite or run `uni-agent --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
verl-project/uni-agent is currently ranked #10,369 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,364 | vkolgi/tuneup_js | JavaScript | ★ 711 | Compare ↗ |
| #10,364 | stephenmcd/cartridge | Python | ★ 711 | Compare ↗ |
| #10,364 | nipunn1313/mypy-protobuf | Python | ★ 711 | Compare ↗ |
| #10,364 | omeryanar/FileExplorer | C# | ★ 711 | Compare ↗ |
| #10,364 | serbelga/Todometer-KMP | Kotlin | ★ 711 | Compare ↗ |
| #10,369 | verl-project/uni-agent This Project | Python | ★ 710 | |
| #10,369 | unfiltered/unfiltered | Scala | ★ 710 | Compare ↗ |
| #10,369 | michel-kraemer/gradle-download-task | Java | ★ 710 | Compare ↗ |
| #10,369 | voku/anti-xss | PHP | ★ 710 | Compare ↗ |
| #10,369 | melanchall/drywetmidi | C# | ★ 710 | Compare ↗ |
| #10,369 | redpanda-data/kminion | Go | ★ 710 | Compare ↗ |
Frequently Asked Questions
What does uni-agent do? +
Uni-Agent is a framework for training long-horizon agents.
Is uni-agent actively maintained in 2026? +
Yes, uni-agent is actively maintained. The latest code push was recorded on Nov 2, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 710 stars and 59 open issues.
What language is uni-agent written in? +
The primary language is Python. Topics include: software.
How many stars does uni-agent have? +
uni-agent has 710 stars and 142 forks on GitHub.
How does uni-agent rank among GitHub repositories? +
With 710 stars, verl-project/uni-agent is ranked #10,369 globally across all repositories tracked on GitHubRepo and #1,473 among Python projects.
What license is uni-agent distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
