Built something? We create video reels & spotlights for GitHub projects.Promote your project →
UKGovernmentBEIS
Home / Python / control-arena

UKGovernmentBEIS/control-arena

ControlArena is a collection of settings, model organisms and protocols - for running control experiments.

Python ◇ developer-tools MIT
★253STARS
⑂149FORKS
!27ISSUES
🏆#11,470GLOBAL RANK
🔥15DAYS TRENDING
🚀
Maintainer Growth Kit for control-arena

Claim this project, add your verified backlink badge to your README, and download milestone cards.

Claim Repo

Star History

Continuous Observations
Interactive star growth chart for UKGovernmentBEIS/control-arena
CSV
⭐ VIRAL README KIT

Add Live Star History & Verified Badges to README.md

Keep your repository README looking professional and dynamic. As our continuous crawler records new stars, these official SVG badges update in real time with zero maintenance.

Open README on GitHub ↗
Option 1: Interactive Star History Chart Dynamic SVG

Renders your high-resolution star trajectory chart right inside your GitHub README or project docs.

UKGovernmentBEIS/control-arena Star History Preview
markdown
[![Star History Chart](https://githubrepo.cloud/api/badge/chart/UKGovernmentBEIS/control-arena.svg?theme=dark)](https://githubrepo.cloud/repo/UKGovernmentBEIS/control-arena?utm_source=readme_chart)
Direct SVG Link ↗
Option 2: Verified Shields Badges Shields.io Style

Compact Shields-style badges for your README header. Shows real-time stars and global ranking.

Featured badge Stars badge Rank badge
markdown (badge trio)
[![Featured on GitHubRepo.cloud](https://githubrepo.cloud/badge/UKGovernmentBEIS/control-arena.svg?metric=featured)](https://githubrepo.cloud/repo/UKGovernmentBEIS/control-arena?utm_source=readme_badge) [![GitHubRepo Stars](https://githubrepo.cloud/badge/UKGovernmentBEIS/control-arena.svg?metric=stars)](https://githubrepo.cloud/repo/UKGovernmentBEIS/control-arena?utm_source=readme_badge) [![Global Rank](https://githubrepo.cloud/badge/UKGovernmentBEIS/control-arena.svg?metric=rank)](https://githubrepo.cloud/repo/UKGovernmentBEIS/control-arena?utm_source=readme_badge)

Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,449

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+5+10+90
Per day111
Forks gained+3+3+10

control-arena gained 10 stars in the last 30 days, about 1 a day, and now has 253. It is about 2 years old and has averaged roughly 127 stars a year. It ranks #1,449 among Python repositories and #11,470 across all languages on GitHubRepo.

Trending Record

control-arena has maintained a continuous presence across global trending indexes, peaking at #2756. Below is the 30-day activity profile:

💡 Overview

control-arena is an open-source project written in Python: ControlArena is a collection of settings, model organisms and protocols - for running control experiments.

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 control-arena

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

control-arena 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 control-arena 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 MIT license.

🚀 Getting Started

1

Install control-arena using your package manager: `pip install control-arena`

2

Initialize your project workspace or configuration file for control-arena.

3

Import control-arena into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `control-arena --help` to verify successful setup.

👍 Strengths

Active community backing with 248 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT 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

P
public-apis/public-apis ★ 485.9K Python

A collective list of free APIs

Compare ↗
F

:books: Freely available programming books

Compare ↗
P

Curated list of project-based tutorials

Compare ↗
H
NousResearch/hermes-agent ★ 254.1K Python

The agent that grows with you

Compare ↗

👥 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

UKGovernmentBEIS/control-arena is currently ranked #11,470 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#11,453 N-Zik-Group/N-Zik Kotlin ★ 254 Compare ↗
#11,453 linagora/openrag Python ★ 254 Compare ↗
#11,453 viktorstrate/mactrix Swift ★ 254 Compare ↗
#11,453 puritysb/AgentDeck TypeScript ★ 254 Compare ↗
#11,453 cordwainersmith/Claudoscope Swift ★ 254 Compare ↗
#11,470 UKGovernmentBEIS/control-arena This Project Python ★ 253
#11,470 pyknite/catwm C ★ 253 Compare ↗
#11,470 cloudfoundry/credhub Java ★ 253 Compare ↗
#11,470 landgreen/n-gon JavaScript ★ 253 Compare ↗
#11,470 apache/maven-wrapper Java ★ 253 Compare ↗
#11,470 mattermost/mattermost-plugin-agents Go ★ 253 Compare ↗
SPONSORED Trending Developer Tools & Services

Frequently Asked Questions

What does control-arena do? +

ControlArena is a collection of settings, model organisms and protocols - for running control experiments.

What language is control-arena written in? +

The primary language is Python. Topics include: software.

Is control-arena actively maintained? +

Yes, the last recorded push was on Oct 13, 2026 with 27 open issues being tracked.

How many stars does control-arena have? +

control-arena has 253 stars and 149 forks on GitHub.

How does control-arena rank among GitHub repositories? +

With 253 stars, UKGovernmentBEIS/control-arena is ranked #11,470 globally across all repositories tracked on GitHubRepo and #1,449 among Python projects.

What license is control-arena distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

From our network
FOR MAINTAINERS

Built something? Put it in front of millions of developers.

We make a short reel about your project and post it across YouTube, Instagram, Threads, and X. Send a link, we do the rest.

SPONSORED Sponsored Partner