AI Agent Skill HUB

polynomial-dynamics

Dynamic structures via polynomial functor arrangements from Topos Institute

16 stars
byplurigrid
View on GitHubInstallation ↓

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

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

How polynomial-dynamics Compares

Feature / Agentpolynomial-dynamicsStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/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)

Related Skills

langevin-dynamics

16
from plurigrid/asi

Layer 5: SDE-Based Learning Analysis via Langevin Dynamics

asi-polynomial-operads

16
from plurigrid/asi

ASI skill integrating polynomial functors, free monad/cofree comonad module action, operadic decomposition, and open games for compositional intelligence.

zx-calculus

16
from plurigrid/asi

Coecke's ZX-calculus for quantum circuit reasoning via string diagrams with Z-spiders (green) and X-spiders (red)

zulip-cogen

16
from plurigrid/asi

Zulip Cogen Skill 🐸⚡

zls-integration

16
from plurigrid/asi

zls-integration skill

zig

16
from plurigrid/asi

zig skill

zig-syrup-bci

16
from plurigrid/asi

Multimodal BCI pipeline in Zig: DSI-24 EEG, fNIRS mBLL, eye tracking IVT, LSL sync, EDF read/write, GF(3) conservation

zig-programming

16
from plurigrid/asi

zig-programming skill

zeroth-bot

16
from plurigrid/asi

Zeroth Bot - 3D-printed open-source humanoid robot platform for sim-to-real and RL research. Affordable entry point for humanoid robotics.

xlsx

16
from plurigrid/asi

Comprehensive spreadsheet creation, editing, and analysis with support

wycheproof

16
from plurigrid/asi

Google's Wycheproof test vectors for cryptographic implementation testing.

Writing Hookify Rules

16
from plurigrid/asi

This skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.