A Python framework for modular, self-contained skill management for machines.
⚡ Executive Summary & Quick Facts
Authoritative Sourceskillware is skillware is an open-source project written in Python: A Python framework for modular, self-contained skill management for machines..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), ARPAHLS/skillware has accumulated 153 GitHub stars and 77 forks. It is written in Python, licensed under MIT, and ranks #21,775 globally. It is actively maintained with the latest commit recorded on Oct 20, 2026.”
| Repository | ARPAHLS/skillware ↗ |
|---|---|
| Primary Category | agent skills |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 153 stars · ⑂ 77 forks · #21,775 globally |
| Maintenance | ● Active (Last commit: Oct 20, 2026) · 52 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, skillware is actively maintained. Continuous telemetry recorded the last code commit on Oct 20, 2026 (24 days ago). Supported by 153 stars and 77 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (24 days ago) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,866
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 |
skillware gained 10 stars in the last 30 days, about 1 a day, and now has 153. It is about 1 year old and has averaged roughly 153 stars a year. It ranks #2,866 among Python repositories and #21,775 across all languages on GitHubRepo.
Trending Record
19
DAYS ON TRENDING
#15205
BEST RANK
Oct 20, 2026
FIRST APPEARANCE
Active
STATUS TODAY
skillware has maintained a continuous presence across global trending indexes, peaking at #15205. Below is the 30-day activity profile:
💡 Overview
skillware is an open-source project written in Python: A Python framework for modular, self-contained skill management for machines.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, agent-tools, ai. 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 skillware⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
skillware 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with skillware.
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 skillware using your package manager: `pip install skillware`
Initialize your project workspace or configuration file for skillware.
Import skillware into your codebase or invoke it directly from your terminal.
Execute your test suite or run `skillware --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
ARPAHLS/skillware is currently ranked #21,775 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #21,712 | bearinmindcat/morphe-patches | Java | ★ 154 | Compare ↗ |
| #21,712 | a-shygun/Terrascope | Python | ★ 154 | Compare ↗ |
| #21,712 | li-ch/rouster | Rust | ★ 154 | Compare ↗ |
| #21,712 | rolottr/bambu-bar | Swift | ★ 154 | Compare ↗ |
| #21,712 | GiroCrab/GiroCrab | Rust | ★ 154 | Compare ↗ |
| #21,775 | ARPAHLS/skillware This Project | Python | ★ 153 | |
| #21,775 | yolk/biggs | Ruby | ★ 153 | Compare ↗ |
| #21,775 | djberg96/sys-proctable | Ruby | ★ 153 | Compare ↗ |
| #21,775 | lingej/pnp4nagios | PHP | ★ 153 | Compare ↗ |
| #21,775 | softlayer/softlayer-python | Python | ★ 153 | Compare ↗ |
| #21,775 | timdoug/unpkg | Swift | ★ 153 | Compare ↗ |
Frequently Asked Questions
What does skillware do? +
A Python framework for modular, self-contained skill management for machines.
Is skillware actively maintained in 2026? +
Yes, skillware is actively maintained. The latest code push was recorded on Oct 20, 2026 (24 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 153 stars and 52 open issues.
What language is skillware written in? +
The primary language is Python. Topics include: agent-skills, agent-tools, ai, ai-agents, autonomous-agents.
How many stars does skillware have? +
skillware has 153 stars and 77 forks on GitHub.
How does skillware rank among GitHub repositories? +
With 153 stars, ARPAHLS/skillware is ranked #21,775 globally across all repositories tracked on GitHubRepo and #2,866 among Python projects.
What license is skillware distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
