works well with rocks; native Apple Silicon inference engine for capable and tiny models (ternary, Qwen) via MLX Swift. Hadamard-rotated KV cache, vision, tool calling, OpenAI + Anthropic APIs
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#678
MOST-STARRED Swift
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +6 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +2 | +3 | +10 |
ishizuki gained 10 stars in the last 30 days, about 1 a day, and now has 25. It is about 1 year old and has averaged roughly 25 stars a year. It ranks #678 among Swift repositories and #13,960 across all languages on GitHubRepo.
Trending Record
7
DAYS ON TRENDING
#1269
BEST RANK
Sep 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
ishizuki has maintained a continuous presence across global trending indexes, peaking at #1269. Below is the 30-day activity profile:
💡 Overview
ishizuki is an open-source project written in Swift: works well with rocks; native Apple Silicon inference engine for capable and tiny models (ternary, Qwen) via MLX Swift. Hadamard-rotated KV cache, vision, tool calling, OpenAI + Anthropic APIs.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Swift. 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 Swift 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
$ git clone https://github.com/struffl/ishizuki.git
cd ishizuki⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Swift 5.9+ / Xcode 15+ (macOS/Linux)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
ishizuki coordinates its core functionality through a modular Swift 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 ishizuki into Swift 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 AGPL-3.0 license.
🚀 Getting Started
Install ishizuki using your package manager: `git clone https://github.com/struffl/ishizuki.git`
Initialize your project workspace or configuration file for ishizuki.
Import ishizuki into your codebase or invoke it directly from your terminal.
Execute your test suite or run `ishizuki --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Swift, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
struffl/ishizuki is currently ranked #13,960 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #13,905 | marten/has_details | Ruby | ★ 26 | Compare ↗ |
| #13,905 | shuber/authorization | Ruby | ★ 26 | Compare ↗ |
| #13,905 | norbauer/salty_slugs | Ruby | ★ 26 | Compare ↗ |
| #13,905 | kastner/twitter-bot | Ruby | ★ 26 | Compare ↗ |
| #13,905 | WeiCheng97/Hasselblad-X2d-series-5g-unlock | Swift | ★ 26 | Compare ↗ |
| #13,960 | struffl/ishizuki This Project | Swift | ★ 25 | |
| #13,960 | tostechbr/partway | Swift | ★ 25 | Compare ↗ |
| #13,960 | bs/starling | Ruby | ★ 25 | Compare ↗ |
| #13,960 | nakajima/capistrano-bells | Ruby | ★ 25 | Compare ↗ |
| #13,960 | robbyrussell/active_delegate | Ruby | ★ 25 | Compare ↗ |
| #13,960 | nathansobo/hyperarchy | Ruby | ★ 25 | Compare ↗ |
Frequently Asked Questions
What does ishizuki do? +
works well with rocks; native Apple Silicon inference engine for capable and tiny models (ternary, Qwen) via MLX Swift. Hadamard-rotated KV cache, vision, tool calling, OpenAI + Anthropic APIs
What language is ishizuki written in? +
The primary language is Swift. Topics include: software.
Is ishizuki actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 0 open issues being tracked.
How many stars does ishizuki have? +
ishizuki has 25 stars and 4 forks on GitHub.
How does ishizuki rank among GitHub repositories? +
With 25 stars, struffl/ishizuki is ranked #13,960 globally across all repositories tracked on GitHubRepo and #678 among Swift projects.
What license is ishizuki distributed under? +
The repository reports a AGPL-3.0 license. Always verify the repository LICENSE file for legal terms.
