ariel-frischer/autospec
CLI for streamlined spec-driven development
Star History
Momentum
+10
STARS · LAST 30 DAYS
1
PER DAY
#581
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 |
autospec gained 10 stars in the last 30 days, about 1 a day, and now has 144. It is about 1 year old and has averaged roughly 144 stars a year. It ranks #581 among Go repositories and #5,915 across all languages on GitHubRepo.
Trending Record
3
DAYS ON TRENDING
#4197
BEST RANK
Sep 26, 2026
FIRST APPEARANCE
Active
STATUS TODAY
autospec has maintained a continuous presence across global trending indexes, peaking at #4197. Below is the 30-day activity profile:
💡 Overview
autospec is an open-source project written in Go: CLI for streamlined spec-driven development.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-workflow, ai, claude-code. 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/ariel-frischer/autospec@latest⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Go >= 1.21 runtime environment
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
autospec 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 autospec.
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 autospec using your package manager: `go install github.com/ariel-frischer/autospec@latest`
Initialize your project workspace or configuration file for autospec.
Import autospec into your codebase or invoke it directly from your terminal.
Execute your test suite or run `autospec --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
ariel-frischer/autospec is currently ranked #5,915 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,894 | open-telemetry/opentelemetry-kotlin | Kotlin | ★ 145 | Compare ↗ |
| #5,894 | jztan/pdf-mcp | Python | ★ 145 | Compare ↗ |
| #5,894 | crabbuild/crab | Rust | ★ 145 | Compare ↗ |
| #5,894 | Mikeli7666/DuoBar | Swift | ★ 145 | Compare ↗ |
| #5,894 | dorkitude/webctl | Go | ★ 145 | Compare ↗ |
| #5,915 | ariel-frischer/autospec This Project | Go | ★ 144 | |
| #5,915 | azendal/elastic | CSS | ★ 144 | Compare ↗ |
| #5,915 | shuber/sortable | Ruby | ★ 144 | Compare ↗ |
| #5,915 | cournape/audiolab | C | ★ 144 | Compare ↗ |
| #5,915 | nsanta/openoverflow | JavaScript | ★ 144 | Compare ↗ |
| #5,915 | Bobris/BTDB | C# | ★ 144 | Compare ↗ |
Frequently Asked Questions
What does autospec do? +
CLI for streamlined spec-driven development
What language is autospec written in? +
The primary language is Go. Topics include: agentic-workflow, ai, claude-code, codex, command-line.
Is autospec actively maintained? +
Yes, the last recorded push was on Sep 28, 2026 with 0 open issues being tracked.
How many stars does autospec have? +
autospec has 144 stars and 8 forks on GitHub.
How does autospec rank among GitHub repositories? +
With 144 stars, ariel-frischer/autospec is ranked #5,915 globally across all repositories tracked on GitHubRepo and #581 among Go projects.
What license is autospec distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
