Adds the ability to normalize attributes cleanly with code blocks and predefined normalizers
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+12
STARS · LAST 30 DAYS
1
PER DAY
#387
MOST-STARRED Ruby
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +12 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
attribute_normalizer gained 12 stars in the last 30 days, about 1 a day, and now has 473. It is about 17 years old and has averaged roughly 28 stars a year. It ranks #387 among Ruby repositories and #5,875 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#4771
BEST RANK
Sep 30, 2026
FIRST APPEARANCE
Active
STATUS TODAY
attribute_normalizer has maintained a continuous presence across global trending indexes, peaking at #4771. Below is the 30-day activity profile:
💡 Overview
attribute_normalizer is an open-source project written in Ruby: Adds the ability to normalize attributes cleanly with code blocks and predefined normalizers.
Engineered for speed, consistency, and developer ease, it solves common hurdles in activerecord, normalization, rails. 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 Ruby 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
$ git clone https://github.com/mdeering/attribute_normalizer.git
cd attribute_normalizer⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Ruby >= 3.1 with Bundler
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
attribute_normalizer coordinates its core functionality through a modular Ruby 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 attribute_normalizer.
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 attribute_normalizer using your package manager: `git clone https://github.com/mdeering/attribute_normalizer.git`
Initialize your project workspace or configuration file for attribute_normalizer.
Import attribute_normalizer into your codebase or invoke it directly from your terminal.
Execute your test suite or run `attribute_normalizer --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Ruby, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
mdeering/attribute_normalizer is currently ranked #5,875 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #5,868 | blowdart/idunno.Authentication | C# | ★ 474 | Compare ↗ |
| #5,868 | theyosh/TerrariumPI | Python | ★ 474 | Compare ↗ |
| #5,868 | Growstuff/growstuff | Ruby | ★ 474 | Compare ↗ |
| #5,868 | w3c/webref | JavaScript | ★ 474 | Compare ↗ |
| #5,868 | LifetimeLabsDev/PrivacyNotes.app | TypeScript | ★ 474 | Compare ↗ |
| #5,875 | mdeering/attribute_normalizer This Project | Ruby | ★ 473 | |
| #5,875 | GunduLabs/gaze | Rust | ★ 473 | Compare ↗ |
| #5,875 | aaronwmorris/indi-allsky | Python | ★ 473 | Compare ↗ |
| #5,875 | couchrest/couchrest | Ruby | ★ 473 | Compare ↗ |
| #5,875 | volcano-sh/kthena | Go | ★ 473 | Compare ↗ |
| #5,880 | gufo-org/gufo | C++ | ★ 472 | Compare ↗ |
Frequently Asked Questions
What does attribute_normalizer do? +
Adds the ability to normalize attributes cleanly with code blocks and predefined normalizers
What language is attribute_normalizer written in? +
The primary language is Ruby. Topics include: activerecord, normalization, rails, ruby.
Is attribute_normalizer actively maintained? +
Yes, the last recorded push was on Dec 13, 2023 with 19 open issues being tracked.
How many stars does attribute_normalizer have? +
attribute_normalizer has 473 stars and 51 forks on GitHub.
How does attribute_normalizer rank among GitHub repositories? +
With 473 stars, mdeering/attribute_normalizer is ranked #5,875 globally across all repositories tracked on GitHubRepo and #387 among Ruby projects.
What license is attribute_normalizer distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
