---
name: gf3-tripartite
description: GF(3) Tripartite Orchestration
version: 1.0.0
---

# GF(3) Tripartite Orchestration

A skill for coordinating multi-agent systems using GF(3) (Galois Field of 3 elements) conservation. Implements the core pattern: **local choice χ ∈ {-1, 0, +1} determines all state transitions**.

## Description

This skill enables agents to:
- Assign trit values (-1, 0, +1) to operations and entities
- Verify GF(3) conservation: Σχ ≡ 0 (mod 3)
- Coordinate triadic agent compositions
- Map operations to deterministic colors via Gay.jl

## Usage

### Trit Assignment

When orchestrating multiple agents or operations, assign trits:

| Trit | Role | Semantics |
|------|------|-----------|
| **+1** (PLUS) | Generator | Create, advance, produce |
| **0** (ERGODIC) | Transformer | Process, maintain, equilibrate |
| **-1** (MINUS) | Absorber | Consume, validate, verify |

### Conservation Check

For any triplet of operations to compose correctly:
```
trit(A) + trit(B) + trit(C) ≡ 0 (mod 3)
```

Valid triplets:
- (+1, +1, +1) → 3 ≡ 0 ✓
- (+1, 0, -1) → 0 ≡ 0 ✓
- (+1, -1, 0) → 0 ≡ 0 ✓
- (0, 0, 0) → 0 ≡ 0 ✓
- (-1, -1, +1) → -1 ≡ 0? → -1 + 3 = 2 ✗ (invalid!)

### Example: ALIFE Structural Diffing

Three orthogonal vectors for change:

| Vector | Type | Trit | Description |
|--------|------|------|-------------|
| α | Behavioral/State | 0 (ERGODIC) | Time evolution within fixed ontology |
| β | Structural/Type | +1 (PLUS) | Mutation of code, morphology, parameters |
| γ | Bridge/Coherence | -1 (MINUS) | Meta-layer mapping structure to function |

Sum: α(0) + β(+1) + γ(-1) = 0 ✓

## Applications

### Multi-Agent Coordination

```
Agent A (Explorer, +1)    - generates new possibilities
Agent B (Processor, 0)    - transforms and routes
Agent C (Validator, -1)   - verifies and absorbs

Σ = +1 + 0 + (-1) = 0 ✓
```

### World-Hopping (Counterfactual Navigation)

```
World-Hopping (+1)        - explore parallel worlds
Triad-Interleave (0)      - weave between possibilities
Epistemic-Arbitrage (-1)  - exploit knowledge differentials

Σ = 0 ✓
```

### Categorical Rewriting

```
DisCoPy-Monoidal (+1)     - compose diagrams
Categorical-Rewriting (0) - apply DPO/SPO rules
Graph-Grafting (-1)       - attach/detach subgraphs

Σ = 0 ✓
```

## Color Mapping

Each trit maps to a deterministic color via Gay.jl:

| Trit | Index | Hex (seed=69) |
|------|-------|---------------|
| +1 | 1 | #301ADC |
| 0 | 2 | #7330AD |
| -1 | 3 | #D192DD |

For GF(3)² (9 colors), use indices 0-8:
```
(0,0)=#301ADC  (0,+)=#7330AD  (0,-)=#D192DD
(+,0)=#D9DE86  (+,+)=#DD77D4  (+,-)=#E1798E
(-,0)=#A80EA2  (-,+)=#EB39A7  (-,-)=#A724AB
```

## Scripts

### Julia Validation

```bash
julia scripts/validate.jl
```

### miniKanren Relations

```bash
guile -l scripts/gf3-kanren.scm
```

## References

- GF(3) Conservation: `GADGET-SYNTHESIS.md`
- ALIFE Structural Diffing: `ALIFE-STRUCTURAL-DIFFING.md`
- Gay.jl Deterministic Coloring: https://github.com/plurigrid/Gay.jl
- Powers (1973) - Behavior: The Control of Perception

## Author

Generated via GF(3) Tripartite Orchestration skill.

## Tags

`gf3` `tripartite` `multi-agent` `coordination` `conservation` `coloring`



## Scientific Skill Interleaving

This skill connects to the K-Dense-AI/claude-scientific-skills ecosystem:

### Graph Theory
- **networkx** [○] via bicomodule
  - Universal graph hub

### Bibliography References

- `general`: 734 citations in bib.duckdb



## SDF Interleaving

This skill connects to **Software Design for Flexibility** (Hanson & Sussman, 2021):

### Primary Chapter: 10. Adventure Game Example

**Concepts**: autonomous agent, game, synthesis

### GF(3) Balanced Triad

```
gf3-tripartite (○) + SDF.Ch10 (+) + [balancer] (−) = 0
```

**Skill Trit**: 0 (ERGODIC - coordination)

### Secondary Chapters

- Ch1: Flexibility through Abstraction
- Ch4: Pattern Matching
- Ch6: Layering

### Connection Pattern

Adventure games synthesize techniques. This skill integrates multiple patterns.
## Cat# Integration

This skill maps to **Cat# = Comod(P)** as a bicomodule in the equipment structure:

```
Trit: 0 (ERGODIC)
Home: Prof
Poly Op: ⊗
Kan Role: Adj
Color: #26D826
```

### GF(3) Naturality

The skill participates in triads satisfying:
```
(-1) + (0) + (+1) ≡ 0 (mod 3)
```

This ensures compositional coherence in the Cat# equipment structure.