RELL Domain Skill
What RELL Is
RELL — Regulatory Enforcement & Governance Layer with Live-monitoring
RELL is a compliance and data governance product line built on Aurelion architecture. It is not an Aurelion module — it is a separate, standalone product that derives architectural patterns from Aurelion.
Location: rell-eco/ — sibling project in your Personal Projects folder
"You have a compliance officer who sleeps. Rell doesn't."
Architecture Philosophy
Lean core. Value in the profiles.
The RELL engine (rell-engine) is domain-agnostic. It doesn't care about GDPR or HIPAA. You bring the compliance profile. The engine runs the checks.
rell-engine ← The open core (MIT). Anyone can run this.
rell-profiles ← The curated ruleset registry (BSL). This is the product.
rell-gov ← Commercial: GDPR, CCPA, ISO 27001
rell-health ← Healthcare: HIPAA, HL7, FHIR
rell-econ ← Economic: IMF, World Bank, sovereign indicators
rell-infra ← Infrastructure: NERC CIP, CMMC, ICS compliance
rell-esg ← ESG: GRI, TCFD, SEC climate disclosure
Active Components (as of March 2026)
rell-engine (Phase 1 — In Progress)
The portable audit core. Extracted from AURELION Nexus Premium. All AURELION-specific references (Stonecrest, Memoria, D&D world engine) are being removed.
Capabilities:
- Flat file ingestion and anomaly detection
- Workload tracker scoring and load analysis
- SQL schema ingestion, versioning, and drift detection
- Live database auditing (read-only, credential-validated)
- Audit cycle management with persistent finding memory
- Structured report generation (Markdown + JSON)
Run the engine:
cd rell-eco
python run_audit.py --scan-file path/to/data.txt
python run_web.py # Web interface
Key files:
rell-engine/engine/audit_engine.py— Core audit looprell-engine/engine/audit_agent.py— Agent orchestrationrell-engine/engine/workload_engine.py— Workload trackerrell-engine/engine/llm_integration.py— LLM interfacerell-engine/web/api.py— REST API
rell-workload (Standalone deployment)
The workload tracker has been productized as a standalone module with its own Dockerfile, Fly.io deployment config, and user-facing web UI.
Location: rell-eco/rell-workload/
Entry: JOSEFINA_START_HERE.bat — named for a specific user (Josefina) who is the primary operator
Active Profiles
governance/ccpa-ca.json— California Consumer Privacy Actgovernance/gdpr-eu.json— EU General Data Protection Regulation
Audit Data
- Cycles:
rell-engine/data/audit/memory/cycle_logs/ - Reports:
rell-engine/data/audit/memory/reports/ - Findings:
rell-engine/data/audit/memory/finding_logs/ - State:
rell-engine/data/audit/state/audit_state.json
Development Phases
| Phase | Target | Status |
|---|---|---|
| 1 | rell-engine standalone, installable |
In Progress |
| 2 | rell-profiles with GDPR-EU as first profile |
Planned |
| 3 | rell-gov — GDPR/CCPA commercial instance |
Planned |
| 4 | rell-health — HIPAA, HL7, FHIR |
Planned |
| 5+ | rell-econ, rell-infra, rell-esg |
Roadmap |
Phase 1 exit criteria: Someone with zero Aurelion context can clone rell-engine, install it, drop a flat file in the intake folder, and get an audit report.
License Structure
| Component | License | Rationale |
|---|---|---|
rell-engine |
MIT | Open core drives adoption and trust |
rell-profiles |
BSL | Curated, conflict-resolved rulesets |
| Domain instances | BSL | Bundled for specific markets |
How RELL Relates to Aurelion
RELL extracted its audit engine from Aurelion Nexus Premium. Now they are separate:
- Aurelion = cognitive framework (memory, reasoning, planning, collaboration)
- RELL = compliance product (watch data, report violations)
They share design philosophy, not code. Same architect, different buyers.