harbor-framework/harbor
Framework for evaluating and improving agents
Star History
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+146
STARS · LAST 30 DAYS
5
PER DAY
#255
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +35 | +146 | +450 |
| Per day | 5 | 5 | 5 |
| Forks gained | +10 | +39 | +97 |
harbor gained 146 stars in the last 30 days, about 5 a day, and now has 5.8K. It is about 1 year old and has averaged roughly 5.8K stars a year. It ranks #255 among Python repositories and #1,645 across all languages on GitHubRepo.
Trending Record
1
DAYS ON TRENDING
#3607
BEST RANK
Oct 6, 2026
FIRST APPEARANCE
Active
STATUS TODAY
harbor has maintained a continuous presence across global trending indexes, peaking at #3607. Below is the 30-day activity profile:
💡 Overview
harbor is an open-source project written in Python: Framework for evaluating and improving agents .
Engineered for speed, consistency, and developer ease, it solves common hurdles in evals, rl-environments, terminal-bench. 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 harbor⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
harbor 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
Command-Line Automation
Execute automated build, deployment, and maintenance tasks directly from the terminal.
CI/CD Workflow Integration
Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.
Developer Environment Setup
Standardize local engineering workstations with single-binary utility commands.
Scripting & Pipeline Orchestration
Chain complex multi-stage scripts with reliable error reporting and exits.
🚀 Getting Started
Install harbor using your package manager: `pip install harbor`
Initialize your project workspace or configuration file for harbor.
Import harbor into your codebase or invoke it directly from your terminal.
Execute your test suite or run `harbor --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
harbor-framework/harbor is currently ranked #1,645 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,640 | agentscope-ai/agentscope-java | Java | ★ 5.9K | Compare ↗ |
| #1,641 | activerecord-hackery/ransack | Ruby | ★ 5.9K | Compare ↗ |
| #1,641 | KhronosGroup/MoltenVK | Objective-C++ | ★ 5.9K | Compare ↗ |
| #1,643 | GeyserMC/Geyser | Java | ★ 5.8K | Compare ↗ |
| #1,643 | sharpemu/sharpemu | C# | ★ 5.8K | Compare ↗ |
| #1,645 | harbor-framework/harbor This Project | Python | ★ 5.8K | |
| #1,646 | openai-php/client | PHP | ★ 5.8K | Compare ↗ |
| #1,647 | lemonade-sdk/lemonade | C++ | ★ 5.8K | Compare ↗ |
| #1,648 | dimforge/rapier | Rust | ★ 5.8K | Compare ↗ |
| #1,649 | scenee/FloatingPanel | Swift | ★ 5.8K | Compare ↗ |
| #1,650 | fla-org/flash-linear-attention | Python | ★ 5.8K | Compare ↗ |
Frequently Asked Questions
What does harbor do? +
Framework for evaluating and improving agents
What language is harbor written in? +
The primary language is Python. Topics include: evals, rl-environments, terminal-bench.
Is harbor actively maintained? +
Yes, the last recorded push was on Oct 6, 2026 with 986 open issues being tracked.
How many stars does harbor have? +
harbor has 5,847 stars and 1,933 forks on GitHub.
How does harbor rank among GitHub repositories? +
With 5,847 stars, harbor-framework/harbor is ranked #1,645 globally across all repositories tracked on GitHubRepo and #255 among Python projects.
What license is harbor distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
