EGPM + GradientGoblin Bundle

This bundle contains a small but coherent set of artifacts around the Energy Gradient Paradox Model (EGPM) and the GradientGoblin agent.

It is designed to be dropped into a GitHub repo or shared as a zip and then fed piecemeal into different LLMs and tools (e.g., lim42, nkllon beasts, Cursor, etc.).

Contents

• ontology/egpm.ttl
  Core EGPM ontology (RDFS/OWL).

• shacl/egpm-shapes.ttl
  SHACL validation shapes for key classes.

• docs/gradient-flow-equations.md
  Math-oriented explanation of gradients, mismatch, and stress.

• agents/gradient-goblin-lim42.md
  Agent spec for GradientGoblin in a lim42 / multi-agent environment.

• docs/memes-energy-goblins.md
  Named memes ("gradient goblins") representing recurring harmful patterns.

• docs/arnold-briefing.md
  A narrative briefing for Arnold to plug into his own LLM workflows.

Intended Use

• As a seed repo for nkllon/egpm-gradient-goblin or similar.
• As a conceptual spine for multi-agent reasoning about energy gradients.
• As a shared vocabulary between Lou, Arnold, and the beasts.

You can extend any of these artifacts; they are intentionally minimal and meant to be iterated on.