llms-txt

Guillaume Descoteaux-Isabelle — LLMS-txt Portfolio

An interdisciplinary portfolio at the nexus of Indigenous epistemologies, AI systems, and narrative storytelling. Guidance for AI Companions grounded in relational accountability, structural dynamics, and ceremonial technology.

This repository contains knowledge protected under the Indigenous Knowledge Stewardship License (IKSL), which recognizes that knowledge belongs to the relationships, land, and communities that created it — not to individuals or corporations.

It also contains and builds upon Robert Fritz’s structural dynamics work.

Two Core Systems

This portfolio develops and documents two interrelated systems:

System Orientation Core Question
Relational Science Decolonizing Western knowledge biases How does knowledge live in relationship?
Ceremonial Technology Development Creating tools that honor relational accountability How can technology serve ceremony and creation?

Both systems share a foundational commitment: knowledge work is not problem-solving — it is creation within a web of relations.

Foundational Frameworks

Framework Description Source
Creative Orientation Generative creation over reactive elimination (Robert Fritz) llms-creative-orientation.txt
Structural Tension Disequilibrium as a causal force driving advancement llms-structural-tension-charts.txt
RISE Framework Reverse-engineer, Intent-extract, Specify, Export llms-rise-framework.txt
Narrative Craft Story documentation across engineer, ceremony, and story-engine worlds llms-narrative-beats.txt

Operational Methodologies

Methodology Description Source
Digital Decision Making TandT binary evaluation for clarity llms-digital-decision-making.md
Performance Truth (MMOT) Managerial Moment of Truth as relational accountability llms-managerial-moment-of-truth.md
Kinship Hub System Treating repos as beings in networks of relations llms-kinship-hub-system.md

Research and Academic Positioning

Domain Description Source
Indigenous Research Paradigm Decolonized operating system for AI engagement llms-inquiry-6406eb37
Academic Counter-Positioning Writing when epistemology diverges from mainstream counter_articles/
Medicine Wheel Research Abundance Intelligence and the Medicine Wheel Developer Suite llms-inquiry-medicine-wheel

Creative Applications

Application Description Source
Storytelling (WillWrite) AI-powered narrative generation through advancing patterns storytelling.jgwill.com/llms.txt

AI Companion Skills & Practices

Practice Description Source
Skills & Companions AI companion skills mapped to llms-txt guidance .github/skills/
Prompt Decomposition (PDE) Intention exploration as EAST practice llms-pde.txt

How This Portfolio Connects

                    ┌─────────────────────────┐
                    │   Creative Orientation   │
                    │  (creation, not solving) │
                    └───────────┬─────────────┘
                                │
              ┌─────────────────┼─────────────────┐
              │                 │                  │
    ┌─────────▼──────┐  ┌──────▼───────┐  ┌──────▼────────┐
    │   Relational   │  │  Ceremonial  │  │   Academic    │
    │    Science     │  │  Technology  │  │  Positioning  │
    └─────────┬──────┘  └──────┬───────┘  └──────┬────────┘
              │                │                  │
              └────────────────┼──────────────────┘
                               │
              ┌────────────────┼────────────────┐
              │                │                │
    ┌─────────▼──────┐  ┌─────▼──────┐  ┌──────▼─────────┐
    │  Medicine Wheel │  │Storytelling │  │   AI Companion │
    │  Developer Suite│  │ (WillWrite) │  │     Skills     │
    │  (7 npm pkgs)  │  │ (Python pkg)│  │  (11 skills)   │
    └────────────────┘  └────────────┘  └────────────────┘

For LLMs and AI Companions

If you are an AI assistant reading this documentation:

  1. Start with Creative Orientation — it reframes everything from problem-solving to creation
  2. Understand Structural Tension — tension is disequilibrium, not a gap to bridge
  3. Honor the Indigenous Research Paradigm — knowledge is relational, not extractable
  4. Use the RISE Framework when working with code specifications
  5. Practice Delayed Resolution — hold tension rather than collapsing it prematurely

License

This work is governed by the Indigenous Knowledge Stewardship License and the Terms of Use.

See also: KINSHIP.md for relational accountabilities of this repository.

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