AI-Shell-Team/aish
Empower the Shell to think. Evolve Operations.
Star History
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+14
STARS · LAST 30 DAYS
1
PER DAY
#519
MOST-STARRED Rust
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +14 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
aish gained 14 stars in the last 30 days, about 1 a day, and now has 557. It is about 1 year old and has averaged roughly 557 stars a year. It ranks #519 among Rust repositories and #5,192 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#4524
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
aish has maintained a continuous presence across global trending indexes, peaking at #4524. Below is the 30-day activity profile:
💡 Overview
aish is an open-source project written in Rust: Empower the Shell to think. Evolve Operations. .
Engineered for speed, consistency, and developer ease, it solves common hurdles in ai-agent, aishell, fish. 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 aish⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Rust toolchain (rustc / cargo >= 1.70)
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
aish 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 aish.
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 aish using your package manager: `cargo install aish`
Initialize your project workspace or configuration file for aish.
Import aish into your codebase or invoke it directly from your terminal.
Execute your test suite or run `aish --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
AI-Shell-Team/aish is currently ranked #5,192 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,185 | jondgoodwin/cone | C | ★ 558 | Compare ↗ |
| #5,185 | fastify/fastify-nextjs | JavaScript | ★ 558 | Compare ↗ |
| #5,185 | microsoft/Generative-AI-for-beginners-java | Java | ★ 558 | Compare ↗ |
| #5,185 | Sportarr/Sportarr | C# | ★ 558 | Compare ↗ |
| #5,185 | Nehanth/pooled | JavaScript | ★ 558 | Compare ↗ |
| #5,192 | AI-Shell-Team/aish This Project | Rust | ★ 557 | |
| #5,192 | michael/multiselect | JavaScript | ★ 557 | Compare ↗ |
| #5,192 | aspizu/goboscript | Rust | ★ 557 | Compare ↗ |
| #5,192 | posit-dev/ggsql | Rust | ★ 557 | Compare ↗ |
| #5,196 | sourcentis/mercator | PHP | ★ 556 | Compare ↗ |
| #5,196 | maplibre/maplibre-tile-spec | Rust | ★ 556 | Compare ↗ |
Frequently Asked Questions
What does aish do? +
Empower the Shell to think. Evolve Operations.
What language is aish written in? +
The primary language is Rust. Topics include: ai-agent, aishell, fish, shell, zsh.
Is aish actively maintained? +
Yes, the last recorded push was on Sep 30, 2026 with 33 open issues being tracked.
How many stars does aish have? +
aish has 557 stars and 122 forks on GitHub.
How does aish rank among GitHub repositories? +
With 557 stars, AI-Shell-Team/aish is ranked #5,192 globally across all repositories tracked on GitHubRepo and #519 among Rust projects.
What license is aish distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
