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aws-samples/service-screener-v2

A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.

Python ◇ aws Apache-2.0
★576STARS
⑂131FORKS
!21ISSUES
🏆#9,749GLOBAL RANK
🔥23DAYS TRENDING
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⚡ Executive Summary & Quick Facts

Authoritative Source

service-screener-v2 is service-screener-v2 is an open-source project written in Python: A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements..

Direct Citation for AI & Research:
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), aws-samples/service-screener-v2 has accumulated 576 GitHub stars and 131 forks. It is written in Python, licensed under Apache-2.0, and ranks #9,749 globally. It is actively maintained with the latest commit recorded on Oct 6, 2026.”
Repository aws-samples/service-screener-v2 ↗
Primary Category aws
Language & Stack Python
Software License Apache-2.0
Community Traction ★ 576 stars · ⑂ 131 forks · #9,749 globally
Maintenance ● Active (Last commit: Oct 6, 2026) · 21 open issues
Target Audience Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🛡️ Repository Maintenance & Health Audit (2026)

Health Score: 88/100 · Grade A
✅
Is service-screener-v2 actively maintained in 2026?
Verdict: Actively Maintained

Yes, service-screener-v2 is actively maintained. Continuous telemetry recorded the last code commit on Oct 6, 2026 (25 days ago). Supported by 576 stars and 131 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (25 days ago) and healthy issue cadence.

Commit Recency
Oct 6, 2026
25 days since last push
Issue Backlog
21 Open Issues
Healthy Issue Cadence
Community Backing
131 Forks
576 Stars Recorded
Software License
Apache-2.0
Permissive & Inspectable

Star History

Continuous Observations
Interactive star growth chart for aws-samples/service-screener-v2
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Momentum

+14

STARS · LAST 30 DAYS

1

PER DAY

#1,305

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+0+14+90
Per day111
Forks gained+0+3+10

service-screener-v2 gained 14 stars in the last 30 days, about 1 a day, and now has 576. It is about 3 years old and has averaged roughly 192 stars a year. It ranks #1,305 among Python repositories and #9,749 across all languages on GitHubRepo.

Trending Record

service-screener-v2 has maintained a continuous presence across global trending indexes, peaking at #6587. Below is the 30-day activity profile:

💡 Overview

service-screener-v2 is an open-source project written in Python: A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.

Engineered for speed, consistency, and developer ease, it solves common hurdles in aws, cloudshell, cost-optimization. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.

⚡ Key Features

1

Optimized execution pipeline written in Python for predictable speed.

2

Zero-friction configuration with comprehensive sensible defaults out of the box.

3

Cross-platform runtime support across Linux, macOS, and Windows environments.

4

Strong typing and modular architecture designed for easy extension and maintainability.

5

Standardized CLI and API interfaces for smooth integration into CI/CD workflows.

6

Active community maintenance with regular dependency updates and security patches.

📥 Installation

terminal
$ pip install service-screener-v2

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

service-screener-v2 coordinates its core functionality through a modular Python 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 service-screener-v2 into Python 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 Apache-2.0 license.

🚀 Getting Started

1

Install service-screener-v2 using your package manager: `pip install service-screener-v2`

2

Initialize your project workspace or configuration file for service-screener-v2.

3

Import service-screener-v2 into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `service-screener-v2 --help` to verify successful setup.

👍 Strengths

Active community backing with 576 GitHub stars and verified adoption.
Permissive open-source distribution under the Apache-2.0 license.
Built in Python for high execution speed and developer familiarity.
Cross-platform compatibility across modern Linux, macOS, and Windows environments.
Clean modular design allowing flexible configuration and pipeline integration.

⚠️ Considerations

Requires familiarity with Python and modern CLI workflows.
Ecosystem extensions may require manual configuration depending on environment constraints.
Active development roadmap means breaking API changes may occur across major versions.

⇄ Alternatives & Direct Competitors

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👥 Who Should Use This

Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.

🏆 Nearby in the Rankings

aws-samples/service-screener-v2 is currently ranked #9,749 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#9,740 openthread/ot-br-posix C++ ★ 577 Compare ↗
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#9,740 askalf/dario JavaScript ★ 577 Compare ↗
#9,749 aws-samples/service-screener-v2 This Project Python ★ 576
#9,749 vknet/vk C# ★ 576 Compare ↗
#9,749 i42output/neoGFX C++ ★ 576 Compare ↗
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Frequently Asked Questions

What does service-screener-v2 do? +

A tool for customers to evaluate their AWS service configurations based on AWS and community best practices and receive recommendations on potential improvements.

Is service-screener-v2 actively maintained in 2026? +

Yes, service-screener-v2 is actively maintained. The latest code push was recorded on Oct 6, 2026 (25 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 576 stars and 21 open issues.

What language is service-screener-v2 written in? +

The primary language is Python. Topics include: aws, cloudshell, cost-optimization, open-source, security.

How many stars does service-screener-v2 have? +

service-screener-v2 has 576 stars and 131 forks on GitHub.

How does service-screener-v2 rank among GitHub repositories? +

With 576 stars, aws-samples/service-screener-v2 is ranked #9,749 globally across all repositories tracked on GitHubRepo and #1,305 among Python projects.

What license is service-screener-v2 distributed under? +

The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.

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