Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent. Deploy it anywhere containers run: Kubernetes, on-prem, air-gapped, embedded in CI, or as an A2A endpoint.
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#509
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 |
forge gained 10 stars in the last 30 days, about 1 a day, and now has 222. It is about 1 year old and has averaged roughly 222 stars a year. It ranks #509 among Go repositories and #5,109 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#2803
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
forge has maintained a continuous presence across global trending indexes, peaking at #2803. Below is the 30-day activity profile:
💡 Overview
forge is an open-source project written in Go: Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent. Deploy it anywhere containers run: Kubernetes, on-prem, air-gapped, embedded in CI, or as an A2A endpoint.
Engineered for speed, consistency, and developer ease, it solves common hurdles in a2a, a2a-protocol, agent-cli. 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/initializ/forge@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
forge 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with forge.
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 forge using your package manager: `go install github.com/initializ/forge@latest`
Initialize your project workspace or configuration file for forge.
Import forge into your codebase or invoke it directly from your terminal.
Execute your test suite or run `forge --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
initializ/forge is currently ranked #5,109 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,099 | lobu-ai/lobu | TypeScript | ★ 223 | Compare ↗ |
| #5,099 | Santosh7017/AndroidFileSync | Swift | ★ 223 | Compare ↗ |
| #5,099 | yennanliu/InvestSkill | JavaScript | ★ 223 | Compare ↗ |
| #5,099 | dotnet/maui-labs | C# | ★ 223 | Compare ↗ |
| #5,099 | PixelPlayerHQ/PixelPlayerOSS | Kotlin | ★ 223 | Compare ↗ |
| #5,109 | initializ/forge This Project | Go | ★ 222 | |
| #5,109 | janfri/mini_exiftool | Ruby | ★ 222 | Compare ↗ |
| #5,109 | alexyoung/ico | JavaScript | ★ 222 | Compare ↗ |
| #5,109 | endoflife-date/release-data | Python | ★ 222 | Compare ↗ |
| #5,109 | icoretech/airbroke | TypeScript | ★ 222 | Compare ↗ |
| #5,109 | metasidd/ColorTokensKit-Swift | Swift | ★ 222 | Compare ↗ |
Frequently Asked Questions
What does forge do? +
Forge is the open-source runtime for Anthropic's Agent Skills standard — built for the agent that runs next to a service, in your environment, on infrastructure you already operate. Write a SKILL.md. Compile to a portable, hardened agent. Deploy it anywhere containers run: Kubernetes, on-prem, air-gapped, embedded in CI, or as an A2A endpoint.
What language is forge written in? +
The primary language is Go. Topics include: a2a, a2a-protocol, agent-cli, ai-agents, ai-agents-cli.
Is forge actively maintained? +
Yes, the last recorded push was on Sep 27, 2026 with 120 open issues being tracked.
How many stars does forge have? +
forge has 222 stars and 13 forks on GitHub.
How does forge rank among GitHub repositories? +
With 222 stars, initializ/forge is ranked #5,109 globally across all repositories tracked on GitHubRepo and #509 among Go projects.
What license is forge distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
