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Join the Circle of Data Magicians

Every great spell is woven by many hands. Whether you're a seasoned wizard or an apprentice sourcerer, your unique magic can help shape the future of data pipeline creation.

Choose Your Path of Magic

Studio

Desktop application (React/Electron)

Craft the visual interface where data pipelines come to life. Work with React, TypeScript, Xyflow, and Electron to create an intuitive experience for data practitioners.

React & TypeScript

Type-safe components with strict mode enabled

Xyflow & Zustand

Visual node canvas and state management

Electron

Cross-platform desktop distribution

Studio Guide (opens in new window)

Server

Execution engine (Python/FastAPI)

Build the engine that transforms visual workflows into blazing-fast data pipelines. Work with Python, FastAPI, and Polars to process data at scale.

Python & FastAPI

Modern async API with type hints

Polars

High-performance lazy data processing

Tool Registry

Extensible transformation architecture

Server Guide (opens in new window)

Hub

Orchestration platform (FastAPI + React)

Build the central nervous system for enterprise deployments. Hub manages authentication, server registration, workflow scheduling, and audit logging across distributed infrastructure.

FastAPI + PostgreSQL

Async backend with SQLAlchemy

React Admin UI

Management dashboard for operators

RBAC & JWT Auth

Role-based access control

APScheduler

Workflow scheduling engine

Hub Guide (opens in new window)

Documentation

User and developer guides (Docusaurus)

Help others learn Sigilweaver through clear, comprehensive documentation. Write tutorials, improve API references, and create examples that illuminate the path.

User Guides

Help users master the interface

Developer Docs

Architecture, patterns, and contribution guides

Docusaurus

Modern documentation framework

Docs on GitHub (opens in new window)

Website

Marketing site (Vite + Tailwind)

Shape the first impression of Sigilweaver. Improve this site's design, accessibility, and content to welcome new practitioners to the magic.

Vite + TypeScript

Fast builds with type safety

Tailwind CSS

Utility-first styling

Accessibility

WCAG compliance and screen reader support

Site on GitHub (opens in new window)

Your First Steps Into Magic

Study the Grimoire

Cast Your First Spell

  • Fork the repository of your choice
  • Set up your local development environment
  • Create a feature branch for your contribution
  • Submit a pull request with your magical improvements

Community First

We believe in fostering an inclusive, welcoming community where every contribution is valued. Whether you're fixing a typo, adding a feature, or sharing ideas, your participation makes Sigilweaver stronger.

Don't see your specialty listed? There are countless ways to contribute! Reach out and let us know how you'd like to help weave the magic.