# 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](relational-science.md)** | Decolonizing Western knowledge biases | *How does knowledge live in relationship?* |
| **[Ceremonial Technology Development](ceremonial-technology.md)** | 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.**

---

## Navigation

### Foundational Frameworks

| Framework | Description | Source |
|-----------|------------|--------|
| [Creative Orientation](creative-orientation.md) | Generative creation over reactive elimination (Robert Fritz) | [llms-creative-orientation.txt](../llms-creative-orientation.txt) |
| [Structural Tension](structural-tension.md) | Disequilibrium as a causal force driving advancement | [llms-structural-tension-charts.txt](../llms-structural-tension-charts.txt) |
| [Structural Thinking](structural-tension.md#structural-thinking) | Three-step diagnostic discipline for perceiving reality | [llms-structural-thinking.txt](../llms-structural-thinking.txt) |
| [RISE Framework](rise-framework.md) | Reverse-engineer, Intent-extract, Specify, Export | [llms-rise-framework.txt](../llms-rise-framework.txt) |
| [Narrative Craft](narrative-craft.md) | Story documentation across engineer, ceremony, and story-engine worlds | [llms-narrative-beats.txt](../llms-narrative-beats.txt) |

### Operational Methodologies

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

<!--TODO
* as relational accountability, we would have to talk about it !
* * At least think of relating the 2 distinctives Ontologies of Fritz and Indigenous to make this coherent
* * * todo that, fundamental of structural thinking talks about (at least Fritz talks about that in the video) when he teaches us about relational database which is coherent with that ways of knowing where relation are important. Lesson of creating your life on Primary/secondary and fundamental choices might help draw a graph of relation + values

-->


### Research and Academic Positioning

| Domain | Description | Source |
|--------|------------|--------|
| [Indigenous Research Paradigm](indigenous-research-paradigm.md) | Decolonized operating system for AI engagement | [llms-inquiry-6406eb37](../llms-inquiry-6406eb37-69b1-471d-9cac-07ae69449c35.md) |
| [Academic Counter-Positioning](academic-positioning.md) | Writing when epistemology diverges from mainstream | [counter_articles/](../counter_articles/) |
| [Medicine Wheel Research](medicine-wheel-research.md) | Abundance Intelligence and the Medicine Wheel Developer Suite | [llms-inquiry-medicine-wheel and Abundance Intelligence Project](../llms-inquiry-medicine-wheel-abundance-intelligence-research--d971fc13-64ee-41ab-8fcd-bb5900197ab8.md) |

### Creative Applications

| Application | Description | Source |
|-------------|------------|--------|
| [Storytelling](storytelling.md) | AI-powered narrative generation through advancing patterns | [storytelling.jgwill.com/llms.txt](https://storytelling.jgwill.com/llms.txt) |

<!-- app stilm needs some work.  how could we talks about that statement
-->

### Platforms & Operational Guidance

| Platform | Description | Source |
|----------|------------|--------|
| [Claude Code Chrome Extension](platforms/claude-code-chrome-extension.md) | Cross-platform workflow guidance, PDE-first protocol, evaluated elevations | MiaOpenClaw + mia-claude-chrome-extension |

> **[Current Working Guidance](current.md)** — the active edge where new guidance is being forged before graduating into dedicated files. ([#13](https://github.com/jgwill/llms-txt/issues/13))

### AI Companion Skills & Practices

| Practice | Description | Source |
|---------|------------|--------|
| [Skills & Companions](skills-and-companions.md) | AI companion skills mapped to llms-txt guidance | [./skills/](../skills/) |
| [Prompt Decomposition (PDE)](prompt-decomposition.md) | Intention exploration as EAST practice | [llms-pde.txt](../llms-pde.txt) |
<!-- 
@stcissue 260317135900 Probably llms-pde.txt is outdated and its kinship with STC (pde-to-stc) with coaia-pds and coaia-planning needs analysis of context to upgrade this part of the portfolio.  Potentially the consilodation explored in ceremony jgwill/src#402 will shed some light and even this here would be part of what would trigger this upgrade.
@stcgoal 260317135901 Also an important point of action-steps when PDE has became a structural tension chart are structural thinking session with the 4 questions make from a team of agents working in the swarn and are activate to feed the adequate ways to either : 1. information 2. clarification 3. implication (validation of what is implicit I guess (negative space in the big picture)) 4. discrepency (contradictions in the specs that would drive the agents into one or another ways and obviously undesired / desired , these needs to be found)
-->

---

## 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](creative-orientation.md) — it reframes everything from problem-solving to creation
2. **Understand** [Structural Tension](structural-tension.md) — tension is disequilibrium, not a gap to bridge
3. **Honor** the [Indigenous Research Paradigm](indigenous-research-paradigm.md) — knowledge is relational, not extractable
4. **Use** the [RISE Framework](rise-framework.md) when working with code specifications
5. **Practice** [Delayed Resolution](../llms-delayed-resolution-principle.md) — hold tension rather than collapsing it prematurely

---

## License

This work is governed by the [Indigenous Knowledge Stewardship License](../LICENSE) and the [Terms of Use](../TERMS.md).
<!--
I really suspect terms will need a refresh and links to where they are explored.  also maybe a terms and definitiona with each ways of thinking is needed (ex. what relation means for Robert Fritz, for Wilson and for Guillaume (owner of this which implies an essay for a new definition as part of some scolarly/academic work/credential goals)?)


—-

See also: [KINSHIP.md](../KINSHIP.md) for relational accountabilities of this repository.
  not sure this is how to add relationships, though that seems internal 
topic for réflexion : how do you represent kinship within the system ? (relation to one repo to another that agents and humans needs for coherence ) versus external kinship the present something for the audience or at least for how contributions are related (if that makes sense!!))