polynomial-dynamics

Dynamic structures via polynomial functor arrangements from Topos Institute

16 stars

Best use case

polynomial-dynamics is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

Dynamic structures via polynomial functor arrangements from Topos Institute

Teams using polynomial-dynamics should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

You only need a quick one-off answer and do not need a reusable workflow.
You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/polynomial-dynamics/SKILL.md --create-dirs "https://raw.githubusercontent.com/plurigrid/asi/main/plugins/asi/skills/polynomial-dynamics/skill.md"

Manual Installation

Download SKILL.md from GitHub
Place it in .claude/skills/polynomial-dynamics/SKILL.md inside your project
Restart your AI agent — it will auto-discover the skill

How polynomial-dynamics Compares

Feature / Agent	polynomial-dynamics	Standard Approach
Platform Support	Not specified	Limited / Varies
Context Awareness	High	Baseline
Installation Complexity	Unknown	N/A

Frequently Asked Questions

What does this skill do?

Dynamic structures via polynomial functor arrangements from Topos Institute

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

SKILL.md Source

# Polynomial Dynamics

Dynamic structures via polynomial functor arrangements from Topos Institute

## Polynomial Interface

```
p = Output^y^Input
```

## Activation

Load when this skill is needed.

## Usage

```bash
bb ~/.claude/skills/polynomial-dynamics/run.bb
```

## Behavior

1. **MINUS (-1)**: Validate inputs
2. **ERGODIC (0)**: Process/transform  
3. **PLUS (+1)**: Emit results

## GF(3) Conservation

This skill participates in triadic composition: Σ trits ≡ 0 (mod 3)

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