Spacetime Micro‑Agent Validations#

This directory contains the reference implementation and validation assets for the vST Micro‑Agent, a minimal structural interpreter designed to wrap arbitrary queries in a vST‑aligned substrate envelope.

The micro‑agent asks 12 orthogonal structural questions to extract regime, scale, transitions, invariants, boundaries, and modifiers. It outputs a lightweight "query envelope" that can be consumed by downstream AIs or APIs to improve consistency, interpretability, and structural alignment.

Contents:

• schema/ — JSON schema defining the micro‑agent envelope format.
• interpreter/ — logic and pseudocode for the 12‑question interpreter.
• examples/ — sample envelopes and walkthroughs.
• metadata/ — DOI‑ready metadata for Zenodo publication.

This module is intentionally small, fast, and substrate‑agnostic.

📐 Minimal Structural Detection — Conceptual Diagram#

Below is a high‑level diagram showing how the vST Micro‑Agent processes an unknown signal using a minimal structural query envelope.

                                 📐
                ┌───────────────────────────────┐
                │   Unknown Input Stream        │
                │  (example_signal_input.json)  │
                └────────────────┬──────────────┘
                                 │
                                 ▼
                ┌───────────────────────────────┐
                │  vST Structural Query Layer   │
                │ (example_query_envelope.json) │
                └────────────────┬──────────────┘
                                 │ binds
                                 ▼
                ┌───────────────────────────────┐
                │   vST Micro‑Agent Interpreter │
                │   • pattern extraction        │
                │   • periodicity detection     │
                │   • local symmetry scan       │
                └────────────────┬──────────────┘
                                 │
                                 ▼
                ┌────────────────────────────────────┐
                │  Structural Interpretation         │
                │ (example_interpretation_output.md) │
                └────────────────────────────────────┘

What this diagram conveys:

• The micro‑agent never assumes semantics.
• It operates purely on structure, not meaning.
• The query envelope defines what to look for.
• The interpreter extracts repeatable, traceable, transfer‑addressable patterns.
• The output is a structural description, not a claim about the domain.