What is the role of the 3 parallel color streams?

In the DiscoHy system, each thread manages LIVE (+1), VERIFY (0), and BACKFILL (-1) streams to ensure deterministic topological consistency.

How does this skill support mathematical operads?

It includes built-in support for DiscoHy Thread Operads, allowing for GF(3) conservation checks, variant switching (like dendroidal or actegory), and Mermaid diagram generation.

Can I use Ruff to fix linting errors automatically?

Yes, the skill provides specific Ruff commands and Justfile integrations to automatically check, fix, and format your code in one pass.

What is the primary benefit of using uv over pip in this skill?

UV provides a 10-100x speed improvement in dependency installation, environment synchronization, and overall virtual environment management.

UV-DiscoHy Python Toolchain

Name: UV-DiscoHy Python Toolchain
Author: plurigrid

byplurigrid

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Developer Tools

Streamlines Python development for DiscoHy Thread Operads using uv, uvx, and ruff for high-speed package management and linting.

About

The uv-discohy skill integrates the ultra-fast Astral toolchain (uv, uvx, ruff) with the DiscoHy Thread Operad system, a specialized framework for topological computing and categorical modeling. It provides a comprehensive environment for managing Python dependencies, executing one-shot tools, and ensuring code quality through strict formatting and linting rules defined in pyproject.toml. This skill is particularly useful for developers working with category theory, monoidal actions, and GF(3) conservation within Python-based topological systems, offering automated setup for modern workflows and specialized mathematical implementations.

Key Features

2 GitHub stars
Automated linting and code formatting using ruff to replace multiple tools
Implementation of Rooted Color Operads and GF(3) conservation checks
Support for multiple operad variants including dendroidal, actegory, and 2-transducer
One-shot tool execution using uvx for zero-install workflows
High-speed dependency management via uv (10-100x faster than pip)

Use Cases

Standardizing linting and formatting across DiscoHy-integrated repositories
Rapidly initializing and managing modern Python projects for mathematical modeling
Validating compositional coherence in thread-based topological systems

About

Key Features

2 GitHub stars
Automated linting and code formatting using ruff to replace multiple tools
Implementation of Rooted Color Operads and GF(3) conservation checks
Support for multiple operad variants including dendroidal, actegory, and 2-transducer
One-shot tool execution using uvx for zero-install workflows
High-speed dependency management via uv (10-100x faster than pip)

Use Cases

Standardizing linting and formatting across DiscoHy-integrated repositories
Rapidly initializing and managing modern Python projects for mathematical modeling
Validating compositional coherence in thread-based topological systems