Aurelion core

Aurelion Core Skill

What Aurelion Is

AURELION — Autonomous Universal Reasoning Engine with Long-term Intelligence, Operational Memory & Neural Nexus

Aurelion is a complete cognitive architecture for personal and organizational knowledge management. It is the agentic model from which all z3rosl33p products derive. RELL-ECO is built on Aurelion architecture. Memoria Engine is Aurelion Nexus Premium in prototype form.

Location: aurelion-eco/ — sibling project in your Personal Projects folder

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The Five Modules

March 2026 status: KERNEL, MEMORY, AGENT, ADVISOR are now extracted as pip-installable packages under aurelion-eco/modules/. NEXUS (nexus-premium) has been wired to use them. Install with install_modules.ps1.

1. KERNEL (aurelion-kernel)

Package: pip install -e ./modules/kernel Import: from aurelion_kernel import StateManager, ConfigLoader What it does:

• StateManager — generic JSON-based entity store + world state (load, save, update)
• ConfigLoader — reads .env + JSON config, merges with environment variables Status: Extracted and installed in nexus-premium venv ✅

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2. MEMORY (aurelion-memory)

Package: pip install -e ./modules/memory Import: from aurelion_memory import MemoryManager What it does:

• MemoryManager — append-only entity journals, named snapshots, timeline logs
• Generic: entity names are arbitrary strings; no world-specific code inside Status: Extracted and installed in nexus-premium venv ✅

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3. AGENT (aurelion-agent)

Package: pip install -e ./modules/agent Import: from aurelion_agent import BaseAgent, LLMProvider What it does:

• LLMProvider — wired connector for OpenAI, Anthropic Claude, Ollama (local)
• BaseAgent — abstract base class; subclass and implement build_system_prompt()
• Built-in: conversation history, context injection, chat_loop() CLI Status: Extracted and installed in nexus-premium venv. RellAgent now extends BaseAgent. ✅

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4. ADVISOR (aurelion-advisor)

Package: pip install -e ./modules/advisor Import: from aurelion_advisor import KnowledgeRetriever, TopicAdvisor What it does:

• KnowledgeRetriever — keyword search over a corpus of .md/.json files; plug into build_context()
• TopicAdvisor — assembles context from multiple retrievers with character budget Status: Extracted and installed in nexus-premium venv ✅

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5. NEXUS (aurelion-nexus-premium)

Location: modules/nexus/aurelion-nexus-premium/ What it does: Stonecrest world simulation — uses all 4 modules above. The working AI engine.

• RellAgent extends BaseAgent from aurelion-agent
• StateManager/MemoryManager available for import from kernel/memory modules
• Entry: python main.py cli (with Ollama running + llama3 pulled) Status: Running. Wired to module ecosystem. ✅

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Install into any project

# From project root, pointing at aurelion-eco
../../install_modules.ps1 -VenvPath .venv

Or one at a time:

.venv\Scripts\pip install -e ../../modules/kernel
.venv\Scripts\pip install -e ../../modules/memory
.venv\Scripts\pip install -e ../../modules/agent
.venv\Scripts\pip install -e ../../modules/advisor
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## The 5-Floor Architecture (Darklight Chambers)

Inspired by Rell's circular library in Stonecrest. All knowledge in the Aurelion ecosystem is organized on 5 floors:

Floor 5: VISION — Long-term goals, identity, strategic direction Floor 4: STRATEGY — Frameworks, methodologies, decision models
Floor 3: RELATIONS — People, orgs, teams, stakeholders Floor 2: OPERATIONS — Active projects, workflows, current work Floor 1: FOUNDATION — Core facts, hard data, non-negotiable truths

Every kernel file, every audit finding, every skill — maps to a floor.

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## System Relationships

KERNEL ──defines schema──► MEMORY ──stores data──► NEXUS ──routes to──► AGENT ▲ │ └──────────────────── ADVISOR ────────────────────────┘

- **KERNEL + MEMORY** = Knowledge base
- **NEXUS + AGENT** = Autonomous action layer
- **ADVISOR** = Strategic layer connecting knowledge to decisions
- **AAI-Complete** = All five, pre-wired

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## How Aurelion Relates to Other Projects

| Project | Aurelion Relationship |
|---|---|
| `aurelion-k-ck-instance` | CK's personal KERNEL instance |
| `memoria-engine` | NEXUS Premium prototype (Stonecrest showcase) |
| `rell-eco` | Audit product built on Aurelion architecture patterns |
| `aurelion-skills` | Context scaffolding layer for bridging Aurelion into any project |