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majiayu000
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majiayu000/spellbook

Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.

Python ◇ agent-skills MIT
★286STARS
⑂26FORKS
!3ISSUES
🏆#9,819GLOBAL RANK
🔥6DAYS TRENDING
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Momentum

+10

STARS · LAST 30 DAYS

1

PER DAY

#1,232

MOST-STARRED Python

Window7 days30 days90 days
Stars gained+7+10+90
Per day111
Forks gained+1+3+10

spellbook gained 10 stars in the last 30 days, about 1 a day, and now has 286. It is about 1 year old and has averaged roughly 286 stars a year. It ranks #1,232 among Python repositories and #9,819 across all languages on GitHubRepo.

Trending Record

spellbook has maintained a continuous presence across global trending indexes, peaking at #8814. Below is the 30-day activity profile:

💡 Overview

spellbook is an open-source project written in Python: Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.

Engineered for speed, consistency, and developer ease, it solves common hurdles in agent-skills, ai-agent-skills, ai-agents. 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 spellbook

⚙ System Requirements

Platforms

  • • macOS
  • • Linux
  • • Windows

Runtime & Dependencies

Python >= 3.9, pip, virtualenv

Architecture

x86_64, ARM64 (Apple Silicon & Graviton)

🧠 How It Works

spellbook 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 spellbook.

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

1

Install spellbook using your package manager: `pip install spellbook`

2

Initialize your project workspace or configuration file for spellbook.

3

Import spellbook into your codebase or invoke it directly from your terminal.

4

Execute your test suite or run `spellbook --help` to verify successful setup.

👍 Strengths

Active community backing with 286 GitHub stars and verified adoption.
Permissive open-source distribution under the MIT 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

majiayu000/spellbook is currently ranked #9,819 by stars across every repository tracked on GitHubRepo. These are adjacent projects:

RankRepositoryLanguageStarsAction
#9,804 edwardgushchin/SDL3-CS C# ★ 287 Compare ↗
#9,804 suhang12332/Swift-Craft-Launcher Swift ★ 287 Compare ↗
#9,804 2mawi2/schaltwerk TypeScript ★ 287 Compare ↗
#9,804 bobsupra/NuvioTVOS Swift ★ 287 Compare ↗
#9,804 mvanhorn/agent-tincan Go ★ 287 Compare ↗
#9,819 majiayu000/spellbook This Project Python ★ 286
#9,819 benburkert/randexp Ruby ★ 286 Compare ↗
#9,819 play-co/hookbox JavaScript ★ 286 Compare ↗
#9,819 holiday-jp/holiday_jp-ruby Ruby ★ 286 Compare ↗
#9,819 batiste/django-page-cms Python ★ 286 Compare ↗
#9,819 ahoy-cli/ahoy Go ★ 286 Compare ↗
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Frequently Asked Questions

What does spellbook do? +

Cross-runtime skills for Claude Code, Codex, and multi-agent workflows.

What language is spellbook written in? +

The primary language is Python. Topics include: agent-skills, ai-agent-skills, ai-agents, ai-coding-assistant, automation.

Is spellbook actively maintained? +

Yes, the last recorded push was on Oct 7, 2026 with 3 open issues being tracked.

How many stars does spellbook have? +

spellbook has 286 stars and 26 forks on GitHub.

How does spellbook rank among GitHub repositories? +

With 286 stars, majiayu000/spellbook is ranked #9,819 globally across all repositories tracked on GitHubRepo and #1,232 among Python projects.

What license is spellbook distributed under? +

The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.

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