ariel-frischer/autospec
CLI for streamlined spec-driven development
⚡ Executive Summary & Quick Facts
Authoritative Sourceautospec is autospec is an open-source project written in Go: CLI for streamlined spec-driven development..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ariel-frischer/autospec has accumulated 147 GitHub stars and 8 forks. It is written in Go, licensed under MIT, and ranks #22,206 globally. It is actively maintained with the latest commit recorded on Sep 28, 2026.”
| Repository | ariel-frischer/autospec ↗ |
|---|---|
| Primary Category | agentic workflow |
| Language & Stack | Go |
| Software License | MIT |
| Community Traction | ★ 147 stars · ⑂ 8 forks · #22,206 globally |
| Maintenance | ● Active (Last commit: Sep 28, 2026) · 0 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: 88/100 · Grade AYes, autospec is actively maintained. Continuous telemetry recorded the last code commit on Sep 28, 2026 (46 days ago). Supported by 147 stars and 8 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (46 days ago) and healthy issue cadence.
Star History
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[](https://githubrepo.cloud/repo/ariel-frischer/autospec?utm_source=readme_chart)Compact badges for your README header. Real-time stars, velocity, health audit, and rank.
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+3
STARS · LAST 30 DAYS
1
PER DAY
#2,333
MOST-STARRED Go
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +3 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
autospec gained 3 stars in the last 30 days, about 1 a day, and now has 147. It is about 1 year old and has averaged roughly 147 stars a year. It ranks #2,333 among Go repositories and #22,206 across all languages on GitHubRepo.
Trending Record
43
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 #22,206 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #22,131 | eust-w/opengeniemaster | Python | ★ 148 | Compare ↗ |
| #22,131 | SumirSeth/wisp | Rust | ★ 148 | Compare ↗ |
| #22,131 | patch-gg/crowdbricks | Python | ★ 148 | Compare ↗ |
| #22,131 | ItzMeShadow999/BadgeMaxxer | Python | ★ 148 | Compare ↗ |
| #22,131 | RUC-NLPIR/CoworkOS | JavaScript | ★ 148 | Compare ↗ |
| #22,206 | ariel-frischer/autospec This Project | Go | ★ 147 | |
| #22,206 | apache/maven-archetype | Java | ★ 147 | Compare ↗ |
| #22,206 | defunkt/lyndon | Ruby | ★ 147 | Compare ↗ |
| #22,206 | 280north/jake | JavaScript | ★ 147 | Compare ↗ |
| #22,206 | jonathangeiger/kohana-jelly | PHP | ★ 147 | Compare ↗ |
| #22,206 | noctivityinc/tickle | Ruby | ★ 147 | Compare ↗ |
Frequently Asked Questions
What does autospec do? +
CLI for streamlined spec-driven development
Is autospec actively maintained in 2026? +
Yes, autospec is actively maintained. The latest code push was recorded on Sep 28, 2026 (46 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 147 stars and 0 open issues.
What language is autospec written in? +
The primary language is Go. Topics include: agentic-workflow, ai, claude-code, codex, command-line.
How many stars does autospec have? +
autospec has 147 stars and 8 forks on GitHub.
How does autospec rank among GitHub repositories? +
With 147 stars, ariel-frischer/autospec is ranked #22,206 globally across all repositories tracked on GitHubRepo and #2,333 among Go projects.
What license is autospec distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
