The agent skills I actually use to build software with coding agents. The PIV loop, planning, worktrees, and the meta-skills for building your own AI Layer.
⚡ Executive Summary & Quick Facts
Authoritative Sourceskills is skills is an open-source project written in Python: The agent skills I actually use to build software with coding agents. The PIV loop, planning, worktrees, and the meta-skills for building your own AI Layer..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), coleam00/skills has accumulated 736 GitHub stars and 192 forks. It is written in Python, licensed under MIT, and ranks #10,316 globally. It is actively maintained with the latest commit recorded on Nov 13, 2026.”
| Repository | coleam00/skills ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 736 stars · ⑂ 192 forks · #10,316 globally |
| Maintenance | ● Active (Last commit: Nov 13, 2026) · 10 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: 97/100 · Grade A+Yes, skills is actively maintained. Continuous telemetry recorded the last code commit on Nov 13, 2026 (0 days ago). Supported by 736 stars and 192 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+18
STARS · LAST 30 DAYS
1
PER DAY
#1,473
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +18 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +4 | +10 |
skills gained 18 stars in the last 30 days, about 1 a day, and now has 736. It is about 1 year old and has averaged roughly 736 stars a year. It ranks #1,473 among Python repositories and #10,316 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#14273
BEST RANK
Nov 13, 2026
FIRST APPEARANCE
Active
STATUS TODAY
skills has maintained a continuous presence across global trending indexes, peaking at #14273. Below is the 30-day activity profile:
💡 Overview
skills is an open-source project written in Python: The agent skills I actually use to build software with coding agents. The PIV loop, planning, worktrees, and the meta-skills for building your own AI Layer.
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 skills⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
skills 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 skills 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 skills using your package manager: `pip install skills`
Initialize your project workspace or configuration file for skills.
Import skills into your codebase or invoke it directly from your terminal.
Execute your test suite or run `skills --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
coleam00/skills is currently ranked #10,316 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #10,309 | qaul/qaul.net | Rust | ★ 737 | Compare ↗ |
| #10,309 | vinhnx/Clendar | Swift | ★ 737 | Compare ↗ |
| #10,309 | bitwarden/ios | Swift | ★ 737 | Compare ↗ |
| #10,309 | dahlia/optique | TypeScript | ★ 737 | Compare ↗ |
| #10,309 | t8y2/motty | Go | ★ 737 | Compare ↗ |
| #10,316 | coleam00/skills This Project | Python | ★ 736 | |
| #10,316 | joseph/Monocle | HTML | ★ 736 | Compare ↗ |
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Frequently Asked Questions
What does skills do? +
The agent skills I actually use to build software with coding agents. The PIV loop, planning, worktrees, and the meta-skills for building your own AI Layer.
Is skills actively maintained in 2026? +
Yes, skills is actively maintained. The latest code push was recorded on Nov 13, 2026 (0 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 736 stars and 10 open issues.
What language is skills written in? +
The primary language is Python. Topics include: software.
How many stars does skills have? +
skills has 736 stars and 192 forks on GitHub.
How does skills rank among GitHub repositories? +
With 736 stars, coleam00/skills is ranked #10,316 globally across all repositories tracked on GitHubRepo and #1,473 among Python projects.
What license is skills distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
