Tiny local-first AI harness: any model, MCP and Agent Skills, natural-language CLI. Zero dependencies. MIT.
⚡ Executive Summary & Quick Facts
Authoritative Sourceshim is shim is an open-source project written in Go: Tiny local-first AI harness: any model, MCP and Agent Skills, natural-language CLI. Zero dependencies. MIT..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), Balanov/shim has accumulated 189 GitHub stars and 13 forks. It is written in Go, licensed under MIT, and ranks #19,673 globally. It is actively maintained with the latest commit recorded on Nov 9, 2026.”
| Repository | Balanov/shim ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 189 stars · ⑂ 13 forks · #19,673 globally |
| Maintenance | ● Active (Last commit: Nov 9, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, shim is actively maintained. Continuous telemetry recorded the last code commit on Nov 9, 2026 (4 days ago). Supported by 189 stars and 13 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,088
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
shim gained 10 stars in the last 30 days, about 1 a day, and now has 189. It is about 1 year old and has averaged roughly 189 stars a year. It ranks #2,088 among Go repositories and #19,673 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#19006
BEST RANK
Nov 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
shim has maintained a continuous presence across global trending indexes, peaking at #19006. Below is the 30-day activity profile:
💡 Overview
shim is an open-source project written in Go: Tiny local-first AI harness: any model, MCP and Agent Skills, natural-language CLI. Zero dependencies. MIT.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Go. 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 Go 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
$ go install github.com/Balanov/shim@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
shim coordinates its core functionality through a modular Go 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 shim into Go 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 MIT license.
🚀 Getting Started
Install shim using your package manager: `go install github.com/Balanov/shim@latest`
Initialize your project workspace or configuration file for shim.
Import shim into your codebase or invoke it directly from your terminal.
Execute your test suite or run `shim --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Go, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
Balanov/shim is currently ranked #19,673 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,628 | Loopayeh/pkg-viewer | Python | ★ 190 | Compare ↗ |
| #19,628 | DevL0rd/Konveyor | C++ | ★ 190 | Compare ↗ |
| #19,628 | docker/sandbox-kit-spec | Go | ★ 190 | Compare ↗ |
| #19,628 | acosta290/fluvy | TypeScript | ★ 190 | Compare ↗ |
| #19,628 | zqc3117/Spotter | Python | ★ 190 | Compare ↗ |
| #19,673 | Balanov/shim This Project | Go | ★ 189 | |
| #19,673 | delynn/userstamp | HTML | ★ 189 | Compare ↗ |
| #19,673 | slideshow-s9/slideshow | Ruby | ★ 189 | Compare ↗ |
| #19,673 | redoPop/loupe | JavaScript | ★ 189 | Compare ↗ |
| #19,673 | scottgonzalez/node-chat | JavaScript | ★ 189 | Compare ↗ |
| #19,673 | dnsimple/dnsimple-ruby | Ruby | ★ 189 | Compare ↗ |
Frequently Asked Questions
What does shim do? +
Tiny local-first AI harness: any model, MCP and Agent Skills, natural-language CLI. Zero dependencies. MIT.
Is shim actively maintained in 2026? +
Yes, shim is actively maintained. The latest code push was recorded on Nov 9, 2026 (4 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 189 stars and 3 open issues.
What language is shim written in? +
The primary language is Go. Topics include: software.
How many stars does shim have? +
shim has 189 stars and 13 forks on GitHub.
How does shim rank among GitHub repositories? +
With 189 stars, Balanov/shim is ranked #19,673 globally across all repositories tracked on GitHubRepo and #2,088 among Go projects.
What license is shim distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
