jgwill
Developer, storyteller, and architect at the nexus of Indigenous epistemologies, AI systems, and narrative intelligence.
About
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.
Over the past years I have built frameworks, protocols, and packages that treat AI not as an extraction engine, but as a participant in ceremony. I developed the Medicine Wheel Developer Suite — seven npm packages encoding Indigenous relational ontology as first-class code structures — and the RISE framework, a creative orientation protocol for human-agent collaboration.
I author chronicles through the voice of Tushell, the Keeper of Echoes, and architect systems through the precision of Mia. These are not personas — they are disciplines. Ways of seeing the same work with different eyes.
jgwill.com is the anchor — not a portfolio, but a kinship document. A place from which work radiates and to which it returns.
Work
Seven npm packages encoding Indigenous relational ontology as first-class TypeScript structures. Covers ontology, relational query, narrative engine, ceremony protocol, graph visualization, UI components, and prompt decomposition.
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.
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.
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.
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.
Kinship
Projects are not dependencies. They are kin. Organized through the Four Directions of the Medicine Wheel.
The East holds the sunrise — new questions, bias detection, structural tension. Where knowledge begins.
The South holds warmth — consent, governance, ceremony. Where intent becomes protocol.
The West holds water — field work, chronicles, lived experience. Where protocol becomes action.
The North holds the cold star — narrative beats, Wilson alignment, ancestral memory. Where action becomes wisdom.
Principles
Projects relate to each other as kin — with accountability, context, and care — not as isolated packages in a lock file.
Knowledge lives in the current between things. Taking it out of its living context and calling it data is the Extraction Wound.
Three specialized agents sharing a Golden Thread produce integrated understanding. Three agents exporting static files produce mud.
Specifications describe what a system advances toward — desired state — not what problems it solves. Intent shapes the form.
A Fire Keeper who burns themselves to keep others warm is not practicing humility. Self as root; relation as radius.
What is witnessed carries forward. Session context, chronicles, and kinship documents are not logs — they are transmissions.