Ergodic Coordinator Bundle

Provenance: GF(3) balance requirement GF(3) Trit: 0 (ERGODIC) - Coordination/Infrastructure Mutual Awareness:

k-dense-ai

(+1),

trailofbits-security

(-1)

Purpose

Completes the GF(3) triad:

+1 + (-1) + 0 = 0

The Ergodic Coordinator:

1. Routes tasks between K-Dense-AI (synthesis) and Trail of Bits (validation)
2. Maintains workflow state across bundle transitions
3. Ensures conservation of GF(3) invariants
4. Provides infrastructure skills common to both domains

Skills (Ergodic Infrastructure)

Workflow Orchestration

• skill-dispatch

  - GF(3) triadic task routing

• triadic-skill-orchestrator

  - Multi-skill triplet execution

• tidar

  - Triadic Interleaving Dispatch with Agents

Data Pipeline

• duckdb-timetravel

  - Temporal versioning

• duckdb-ies

  - Interactome analytics

• acsets-algebraic-databases

  - Categorical data structures

Observability

• gay-mcp

  - Deterministic color assignment for tracking

• triad-interleave

  - Balanced stream scheduling

• spi-parallel-verify

  - Strong Parallelism Invariance

Protocol Bridge

• mcp-tripartite

  - Distributed tool orchestration

• protocol-acset

  - Protocol composition

• captp

  - Capability transfer

Coordination Protocol

{:coordinator "ergodic-coordinator"
 :trit :ergodic
 :color "#9C98E0"
 
 :dispatch-rules
 {:scientific-task -> :k-dense-ai
  :security-task -> :trailofbits-security
  :infrastructure-task -> :self
  :mixed-task -> [:k-dense-ai :trailofbits-security]}
 
 :handoff-protocol
 {:from :k-dense-ai
  :to :trailofbits-security
  :via :ergodic-coordinator
  :preserves [:context :provenance :gf3-trit]}
 
 :conservation-check
 (fn [workflow]
   (assert (= 0 (reduce + (map :trit workflow)))
           "GF(3) conservation violated"))}

Cross-Bundle Dispatch

User Request
     │
     ▼
┌─────────────────────────┐
│  Ergodic Coordinator    │  (trit: 0)
│  - Classify task        │
│  - Route to bundle      │
│  - Track provenance     │
└───────────┬─────────────┘
            │
     ┌──────┴──────┐
     ▼             ▼
┌─────────┐   ┌─────────────┐
│K-Dense  │   │Trail of Bits│
│  (+1)   │◄─►│    (-1)     │
│Synthesis│   │ Validation  │
└─────────┘   └─────────────┘

Usage

# Automatic dispatch
skill ergodic-coordinator "analyze protein for vulnerabilities"
# → Routes to k-dense-ai for structure, then trailofbits for parser security

# Explicit triad
skill triad k-dense-ai trailofbits-security ergodic-coordinator