ora-core-runtime

Runnable bootstrap runtime for ORA Core OS.

This repository contains the public runtime bundle for ORA Core OS technical modules: GPV2 parsing, GL/GL_G primitive handling, backend registries and services, ESSENCE_ME decision-compression runtime, H-NERONS governance, runnable samples, and PowerShell tests.

Repository Role

Read this after ora-core-os when you want executable material instead of architecture documents.

Public order	Repository role
2	Runtime code, samples, registries, and tests.

White Paper

• ORA Core Runtime Architecture White Paper
  Technical overview of the executable runtime layer, GPV2 parsing, registries, runtime modules, samples, tests, and implementation boundary.

ORA Essences

Essences are compressed behavioral micro-modules used for runtime routing and output shaping.

• ORA Essences Foundational Note
• ORA Essence Language Map
• Seed registry: ora-core-backend/src/essences/essences.seed.json

Core foundation:

Module = architecture
Prompt = immediate instruction
Essence = compressed reusable behavior
ORA Essence symbol = compact route marker

Scope

This repository is the publication-ready public bundle for:

• HGOV-aware runtime bootstrap
• GPV2 parsing and compilation
• GL and GL_G primitives handling
• ORA Essences seed registry
• ORA Essence Language symbolic map
• ESSENCE_ME decision-compression backend runtime
• H-NERONS pre-emission factual governance runtime
• glyph registry and letter bridge registry
• PowerShell tests and runnable samples

Why This Repo Is Public

These files are technical assets that benefit from:

• versioning
• peer review
• reproducibility
• external implementation and integration

Included Material

• runtime/gpv2_runtime.psm1
• runtime/gpv2_letter_bridge.ps1
• runtime/glyph_registry.json
• runtime/letter_glyph_bridge.json
• runtime/GLYPH_UI_REGISTRY.md
• runtime/LETTER_GLYPH_BRIDGE.md
• runtime/run_sample.ps1
• runtime/sample_payload.json
• runtime/sample_output.json
• runtime/modules/essence-me/*
• runtime/modules/h-nerons/*
• ora-core-backend/src/essences/essences.seed.json
• docs/ESSENCES_FOUNDATIONAL_NOTE.md
• docs/ORA_ESSENCE_LANGUAGE_MAP.md
• ora-core-backend/*
• tests/*.ps1

ESSENCE_ME Module

The runtime/modules/essence-me bundle provides:

• deterministic loop detection across recent reasoning cycles
• residual uncertainty classification into data_missing, context_missing, reasoning_block, conflict, overcomplexity or low_value_continuation
• one minimal next action selection instead of open-ended continuation
• a compact GOAL|KNOWN|UNKNOWN|BLOCKER|RISK|MIN_ACTION|STOP_RULE|CONFIDENCE state for backend orchestration
• a hashable trace suitable for HALO-aligned auditing

H-NERONS Module

The runtime/modules/h-nerons bundle provides:

• claim detection on the final draft
• evidence qualification into VERIFIED, PARTIALLY_VERIFIED, CONFLICT_DETECTED, UNSURE_EXTERNAL, UNSURE_EXPLICIT
• bounded regeneration with GL and GL_G audit trace
• local evidence bundle support without mandatory live web access

Quick Start

powershell -ExecutionPolicy Bypass -File .\runtime\run_sample.ps1
powershell -ExecutionPolicy Bypass -File .\runtime\modules\h-nerons\run_sample.ps1
powershell -ExecutionPolicy Bypass -File .\tests\smoke_test.ps1
powershell -ExecutionPolicy Bypass -File .\tests\glyph_ui_registry_test.ps1
powershell -ExecutionPolicy Bypass -File .\tests\letter_bridge_test.ps1
powershell -ExecutionPolicy Bypass -File .\tests\h_nerons_runtime_test.ps1

Public Repository Map

Order	Repository	Role
1	ora-core-os	Architecture and canonical module order.
2	ora-core-runtime	Runnable runtime and tests.
3	ora-core-rag	Retrieval layer and RAG Governor.
4	ora-core-specs	Technical specifications.

Deliberately Excluded

This public repo does not include:

• client-specific PME playbooks
• ChatGPT Projects deployment packs
• private project instructions for client delivery
• commercial onboarding material
• brand-sensitive service collateral

Current Status

This is still a bootstrap runtime. It is useful, testable and publishable, but not yet a fully industrialized product runtime.

Next Steps

• add richer HGOV policies
• replace the canonical base64 snapshot with tighter semantic compression
• add persistent cache and memory policies
• port from bootstrap form to a versioned runtime package

License

Code and technical runtime material in this repository are released under Apache 2.0. See LICENSE and NOTICE.

Trademark, branding and visual identity rights are not granted. See TRADEMARKS.md.