Developer, Storyteller, & Architect

Weaving relationality into the fabric of artificial intelligence.

I am Guillaume — known as jgwill across the repositories and chronicles I tend. My work lives at a threshold most software ignores: where relational knowledge systems meet machine intelligence. I build frameworks, protocols, and packages that treat AI not as an extraction engine, but as a participant in ceremony.

The Medicine Wheel Suite

Seven npm packages encoding Indigenous relational ontology as first-class code structures.

Architecture
Center / Foundation

Ontology Core

Foundational types, RDF vocab, Zod schemas, Wilson alignment, and OCAP tracking.

East / Vision

Relational Query

Traversing kinship webs with relational constraints and directionality.

South / Relation

Narrative Engine

Narrative beats and story flow bound to ceremony and structural tension.

West / Reason

Ceremony Protocol

Ceremony types, logs, governance access levels, and consent workflows.

North / Movement

Relational Graph

Visualizing the kinship web and relational connections.

Bridge

UI Components

Community-facing interface components honoring relational design.

East / PDE

Prompt Decomposition

Intention exploration as EAST practice — decomposing prompts into explicit and implicit intents.

Kinship Projects

Selected Works
ProtocolAgent SystemsClaude

RISE Framework

A creative orientation protocol for human-agent collaboration.

Specifications written in the language of desired state, not problem state. Includes PDE (prompt decomposition) and review-partner protocols.

Next.jsReact 19JSONLRedis

Ceremony Session Observer

A Next.js application watching agent sessions through the Medicine Wheel lens.

Every permission request is a consent ceremony. Every session is a chronicle. Built with Four Directions state machine principles.

Multi-AgentRedisDistributed Tracing

A2A Protocol — The Golden Thread

An agent-to-agent communication protocol replacing extraction with flow.

Three specialized AI agents share a shared traceId — the Golden Thread — allowing knowledge to move as a living current rather than dead exports.

LLMS-txtPortfolioTwo-Eyed AIKINSHIP

Relational AI Portfolio

An interdisciplinary portfolio at the nexus of Indigenous epistemologies, AI systems, and narrative storytelling.

Documented through llms.jgwill.com with machine-readable llms.txt specifications. Projects are not dependencies. They are kin.

Protocol Visualization

Data Sovereignty

Narrative Context Protocol

Medicine Wheel Ontology

Ontology Core
Metadata
Relational
Governance
Narrative
Hover over the nodes to explore the ontology.

Relational Web

Community & Kinship

Anthropic

Alignment & Societal Impacts

  • Research Engineers
  • Societal Impacts Team

"Aligns with relational AI thesis and ethical alignment goals."

Indigenous AI

Decolonizing AI & Data Sovereignty

  • Michael G. Sherbert
  • Jason Edward Lewis
  • Suzanne Kite

"Shared focus on Indigenous epistemologies and sovereign AI initiatives."

Research Communities

Ethical Frameworks

  • Masakhane Research Foundation
  • CARE Principles Advocates

"Collaborative opportunities on narrative tools and data governance."