the-open-engine/zeroshot
Runs coding agents as a graph: one agent implements, independent agents review, failures go to repair, and nothing ships until the checks pass. Works with Codex, Claude Code and Copilot. Bring your own topology.
Star History
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+48
STARS · LAST 30 DAYS
2
PER DAY
#412
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +8 | +48 | +180 |
| Per day | 1 | 2 | 2 |
| Forks gained | +2 | +4 | +10 |
zeroshot gained 48 stars in the last 30 days, about 2 a day, and now has 1.9K. It is about 1 year old and has averaged roughly 1.9K stars a year. It ranks #412 among Rust repositories and #4,077 across all languages on GitHubRepo.
Trending Record
9
DAYS ON TRENDING
#2051
BEST RANK
Oct 7, 2026
FIRST APPEARANCE
Active
STATUS TODAY
zeroshot has maintained a continuous presence across global trending indexes, peaking at #2051. Below is the 30-day activity profile:
💡 Overview
zeroshot is an open-source project written in Rust: Runs coding agents as a graph: one agent implements, independent agents review, failures go to repair, and nothing ships until the checks pass. Works with Codex, Claude Code and Copilot.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-loops, agent-orchestration, agentic-workflow. 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 Rust 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
$ cargo install zeroshot⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
zeroshot coordinates its core functionality through a modular Rust 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 zeroshot.
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 zeroshot using your package manager: `cargo install zeroshot`
Initialize your project workspace or configuration file for zeroshot.
Import zeroshot into your codebase or invoke it directly from your terminal.
Execute your test suite or run `zeroshot --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Rust, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
the-open-engine/zeroshot is currently ranked #4,077 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #4,071 | dchapyshev/aspia | C++ | ★ 1.9K | Compare ↗ |
| #4,073 | lineofflight/frankfurter | Ruby | ★ 1.9K | Compare ↗ |
| #4,073 | google/xls | C++ | ★ 1.9K | Compare ↗ |
| #4,073 | microsoft/DiskANN | Rust | ★ 1.9K | Compare ↗ |
| #4,073 | Zoo-Code-Org/Zoo-Code | TypeScript | ★ 1.9K | Compare ↗ |
| #4,077 | the-open-engine/zeroshot This Project | Rust | ★ 1.9K | |
| #4,077 | primefaces/primefaces | Java | ★ 1.9K | Compare ↗ |
| #4,079 | yob/pdf-reader | Ruby | ★ 1.9K | Compare ↗ |
| #4,079 | GameFoundry/B3DFramework | C++ | ★ 1.9K | Compare ↗ |
| #4,079 | egoist/mygo | Go | ★ 1.9K | Compare ↗ |
| #4,082 | Shopify/shopify_app | Ruby | ★ 1.9K | Compare ↗ |
Frequently Asked Questions
What does zeroshot do? +
Runs coding agents as a graph: one agent implements, independent agents review, failures go to repair, and nothing ships until the checks pass. Works with Codex, Claude Code and Copilot. Bring your own topology.
What language is zeroshot written in? +
The primary language is Rust. Topics include: agent-loops, agent-orchestration, agentic-workflow, ai-agent, ai-agents.
Is zeroshot actively maintained? +
Yes, the last recorded push was on Oct 10, 2026 with 21 open issues being tracked.
How many stars does zeroshot have? +
zeroshot has 1,935 stars and 183 forks on GitHub.
How does zeroshot rank among GitHub repositories? +
With 1,935 stars, the-open-engine/zeroshot is ranked #4,077 globally across all repositories tracked on GitHubRepo and #412 among Rust projects.
What license is zeroshot distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
