FluidInference/FluidUse
Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#298
MOST-STARRED Swift
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
FluidUse gained 10 stars in the last 30 days, about 1 a day, and now has 184. It is about 1 year old and has averaged roughly 184 stars a year. It ranks #298 among Swift repositories and #5,314 across all languages on GitHubRepo.
Trending Record
6
DAYS ON TRENDING
#201
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
FluidUse has maintained a continuous presence across global trending indexes, peaking at #201. Below is the 30-day activity profile:
💡 Overview
FluidUse is an open-source project written in Swift: Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API.
Engineered for speed, consistency, and developer ease, it solves common hurdles in accessibility-api, apple-silicon, computer-use. 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/FluidInference/FluidUse.git
cd FluidUse⚙ 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
FluidUse 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with FluidUse.
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 FluidUse using your package manager: `git clone https://github.com/FluidInference/FluidUse.git`
Initialize your project workspace or configuration file for FluidUse.
Import FluidUse into your codebase or invoke it directly from your terminal.
Execute your test suite or run `FluidUse --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
FluidInference/FluidUse is currently ranked #5,314 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,308 | pbakaus/transformie | CSS | ★ 185 | Compare ↗ |
| #5,308 | teras/Jubler | C++ | ★ 185 | Compare ↗ |
| #5,308 | jakubkulhan/chrome-devtools-protocol | PHP | ★ 185 | Compare ↗ |
| #5,308 | lab-cosmo/chemiscope | TypeScript | ★ 185 | Compare ↗ |
| #5,308 | HuzaifaKhalid1311/DropSauce | Kotlin | ★ 185 | Compare ↗ |
| #5,314 | FluidInference/FluidUse This Project | Swift | ★ 184 | |
| #5,314 | plessl/wkpdf | Ruby | ★ 184 | Compare ↗ |
| #5,314 | j0k3r/php-readability | PHP | ★ 184 | Compare ↗ |
| #5,314 | cloudfour/simple-svg-placeholder | JavaScript | ★ 184 | Compare ↗ |
| #5,314 | nextcloud/user_oidc | PHP | ★ 184 | Compare ↗ |
| #5,314 | felipenmartins/Robotics-Simulation-Labs | Python | ★ 184 | Compare ↗ |
Frequently Asked Questions
What does FluidUse do? +
Local computer use on Apple silicon: on-device typed decisions with laya and form filling with CUA-S1-FORMS, driven through the macOS Accessibility API
What language is FluidUse written in? +
The primary language is Swift. Topics include: accessibility-api, apple-silicon, computer-use, coreml, decision-model.
Is FluidUse actively maintained? +
Yes, the last recorded push was on Sep 26, 2026 with 4 open issues being tracked.
How many stars does FluidUse have? +
FluidUse has 184 stars and 13 forks on GitHub.
How does FluidUse rank among GitHub repositories? +
With 184 stars, FluidInference/FluidUse is ranked #5,314 globally across all repositories tracked on GitHubRepo and #298 among Swift projects.
What license is FluidUse distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
