abigailmaria/RoughFeel
RoughFeel optimizes high-performance data ingestion and real-time processing through scalable, auto-scaling architecture on multi-processor clusters.
⚡ Executive Summary & Quick Facts
Authoritative SourceRoughFeel is RoughFeel is an open-source project written in Python: RoughFeel optimizes high-performance data ingestion and real-time processing through scalable, auto-scaling architecture on multi-processor clusters..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), abigailmaria/RoughFeel has accumulated 116 GitHub stars and 0 forks. It is written in Python, licensed under MIT, and ranks #20,263 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | abigailmaria/RoughFeel ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 116 stars · ⑂ 0 forks · #20,263 globally |
| Maintenance | ● Active (Last commit: Oct 17, 2026) · 0 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: 93/100 · Grade A+Yes, RoughFeel is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (13 days ago). Supported by 116 stars and 0 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,678
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
RoughFeel gained 10 stars in the last 30 days, about 1 a day, and now has 116. It is about 1 year old and has averaged roughly 116 stars a year. It ranks #2,678 among Python repositories and #20,263 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#19117
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
RoughFeel has maintained a continuous presence across global trending indexes, peaking at #19117. Below is the 30-day activity profile:
💡 Overview
RoughFeel is an open-source project written in Python: RoughFeel optimizes high-performance data ingestion and real-time processing through scalable, auto-scaling architecture on multi-processor clusters.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. 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 Python 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
$ pip install RoughFeel⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
RoughFeel 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 RoughFeel 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 MIT license.
🚀 Getting Started
Install RoughFeel using your package manager: `pip install RoughFeel`
Initialize your project workspace or configuration file for RoughFeel.
Import RoughFeel into your codebase or invoke it directly from your terminal.
Execute your test suite or run `RoughFeel --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 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
abigailmaria/RoughFeel is currently ranked #20,263 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,196 | Yharnam-Hunters/Paleblood | Python | ★ 117 | Compare ↗ |
| #20,196 | OSINT-Experts-Society/Consensus-OSINT | Python | ★ 117 | Compare ↗ |
| #20,196 | xibushu/UniForge3D | Python | ★ 117 | Compare ↗ |
| #20,196 | ClickingMaster/ssrecomp | C++ | ★ 117 | Compare ↗ |
| #20,196 | Wholiver/metis-reverse | Python | ★ 117 | Compare ↗ |
| #20,263 | abigailmaria/RoughFeel This Project | Python | ★ 116 | |
| #20,263 | defunkt/acts_as_textiled | Ruby | ★ 116 | Compare ↗ |
| #20,263 | fasterthanlime/jooc-legacy | Java | ★ 116 | Compare ↗ |
| #20,263 | jamesgolick/observational | Ruby | ★ 116 | Compare ↗ |
| #20,263 | montylounge/django-sugar | Python | ★ 116 | Compare ↗ |
| #20,263 | lsegal/barracuda | C | ★ 116 | Compare ↗ |
Frequently Asked Questions
What does RoughFeel do? +
RoughFeel optimizes high-performance data ingestion and real-time processing through scalable, auto-scaling architecture on multi-processor clusters.
Is RoughFeel actively maintained in 2026? +
Yes, RoughFeel is actively maintained. The latest code push was recorded on Oct 17, 2026 (13 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 116 stars and 0 open issues.
What language is RoughFeel written in? +
The primary language is Python. Topics include: software.
How many stars does RoughFeel have? +
RoughFeel has 116 stars and 0 forks on GitHub.
How does RoughFeel rank among GitHub repositories? +
With 116 stars, abigailmaria/RoughFeel is ranked #20,263 globally across all repositories tracked on GitHubRepo and #2,678 among Python projects.
What license is RoughFeel distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
