AbdullahAlhariri/penmentor
AI mentor that corrects your written math visually with local harnesses.
⚡ Executive Summary & Quick Facts
Authoritative Sourcepenmentor is penmentor is an open-source project written in Python: AI mentor that corrects your written math visually with local harnesses..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), AbdullahAlhariri/penmentor has accumulated 147 GitHub stars and 11 forks. It is written in Python, licensed under MIT, and ranks #20,667 globally. It is actively maintained with the latest commit recorded on Oct 24, 2026.”
| Repository | AbdullahAlhariri/penmentor ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 147 stars · ⑂ 11 forks · #20,667 globally |
| Maintenance | ● Active (Last commit: Oct 24, 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: 88/100 · Grade AYes, penmentor is actively maintained. Continuous telemetry recorded the last code commit on Oct 24, 2026 (16 days ago). Supported by 147 stars and 11 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (16 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,689
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
penmentor gained 10 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 #2,689 among Python repositories and #20,667 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#18984
BEST RANK
Nov 2, 2026
FIRST APPEARANCE
Active
STATUS TODAY
penmentor has maintained a continuous presence across global trending indexes, peaking at #18984. Below is the 30-day activity profile:
💡 Overview
penmentor is an open-source project written in Python: AI mentor that corrects your written math visually with local harnesses.
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 penmentor⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
penmentor 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 penmentor 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 penmentor using your package manager: `pip install penmentor`
Initialize your project workspace or configuration file for penmentor.
Import penmentor into your codebase or invoke it directly from your terminal.
Execute your test suite or run `penmentor --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
AbdullahAlhariri/penmentor is currently ranked #20,667 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #20,595 | iamyoki/qwen-image-2.1-skill | Python | ★ 148 | Compare ↗ |
| #20,595 | scuba-sc/sc-offline | C++ | ★ 148 | Compare ↗ |
| #20,595 | zxcHolmes/minimax-h3-studio | Python | ★ 148 | Compare ↗ |
| #20,595 | patch-gg/crowdbricks | Python | ★ 148 | Compare ↗ |
| #20,595 | velkajelka/linux-native-ableton | C++ | ★ 148 | Compare ↗ |
| #20,667 | AbdullahAlhariri/penmentor This Project | Python | ★ 147 | |
| #20,667 | apache/maven-archetype | Java | ★ 147 | Compare ↗ |
| #20,667 | defunkt/lyndon | Ruby | ★ 147 | Compare ↗ |
| #20,667 | 280north/jake | JavaScript | ★ 147 | Compare ↗ |
| #20,667 | jonathangeiger/kohana-jelly | PHP | ★ 147 | Compare ↗ |
| #20,667 | noctivityinc/tickle | Ruby | ★ 147 | Compare ↗ |
Frequently Asked Questions
What does penmentor do? +
AI mentor that corrects your written math visually with local harnesses.
Is penmentor actively maintained in 2026? +
Yes, penmentor is actively maintained. The latest code push was recorded on Oct 24, 2026 (16 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 147 stars and 0 open issues.
What language is penmentor written in? +
The primary language is Python. Topics include: software.
How many stars does penmentor have? +
penmentor has 147 stars and 11 forks on GitHub.
How does penmentor rank among GitHub repositories? +
With 147 stars, AbdullahAlhariri/penmentor is ranked #20,667 globally across all repositories tracked on GitHubRepo and #2,689 among Python projects.
What license is penmentor distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
