Agent skill

unwiring-arena

Play/Coplay arena theory for autopoietic closure with GF(3) conservation

majiayu000534★ · 1 repos on radarProfile →
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill unwiring-arena --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 16 KB
Bundled scripts: none
Version: 1.0.0
Path: skills/ai-ml/unwiring-arena/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Unwiring Arena Skill **Status**: ✅ Production Ready **Trit**: 0 (ERGODIC - balanced flow) **Principle**: Play/Coplay autopoietic closure with GF(3) conservation **Source**: plurigrid/UnwiringDiagrams.jl#1 + Capucci et al. Arena Theory --- ## Overview **Unwiring Arena** unifies three categorical patterns: 1. **Wiring Diagrams** (AlgebraicJulia/Catlab) - Compositional system construction 2. **Unwiring Rules** (GayUncommonsSimulator) - Learning through constraint release 3. **Arena Protocol** (Plurigrid Amelia v0.4) - Play/Coplay bidirectional channels ``` ┌─ Play Channel (Outbound) ─────────────────┐ │ Local arena mutations → NATS broadcast │ │ Strategy profiles → Action selection │ └────────────────────────────────────────────┘ ↕ (Autopoietic closure) ┌─ Coplay Channel (Inbound) ───────────────┐ │ Peer arena submissions → Reconciliation │ │ Rewards/feedback → Identity update │ └────────────────────────────────────────────┘ ``` ## Mathematical Foundation ### Arenas as Parametrised Lenses From Capucci, Ghani, Ledent, Forsberg: ``` Arena A_G : Lens_{(Ω,℧)}(X,S)(Y,R) where: Ω = Π_{p∈P} Ωₚ (strategy profiles) ℧ = Π_{p∈P} ℧ₚ (reward vectors) X, Y = states S, R = costates (feedback) ```

What's inside
Steps it walks through
  1. Overview
  2. Mathematical Foundation
  3. Arenas as Parametrised Lenses
  4. Unwiring = Learning Through Constraint Release
  5. GF(3) Tripartite Channels
  6. Arena Protocol v0.4 (Amelia)
  7. Schema (JSONSchema v7)
  8. NATS Topics
  9. Julia Implementation
  10. Core Types
  11. Compositional Arena Construction
  12. Play/Coplay Implementation
  13. Python Implementation
  14. NATS Integration
Ships with 1 file
  • metadata.json
Commands it runs
Julia - run arena simulation
julia -e "include(\"GayUncommonsSimulator.jl\"); simulate_wev(n_steps=100)"
Python - NATS arena client
uv run --with nats-py arena_client.py
Catlab wiring diagram
julia -e "using Catlab.WiringDiagrams; d = WiringDiagram([:X], [:Y])"
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About this skill
What does the unwiring-arena skill do?

Play/Coplay arena theory for autopoietic closure with GF(3) conservation

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill unwiring-arena --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going