# Local-Hybrid-Intelligence-System-with-Dual-Index-Memory-and-Stateful-Virtual-Machine-Integration

> Local-Hybrid-Intelligence-System-with-Dual-Index-Memory-and-Stateful-Virtual-Machine-Integration — awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration. Use this tool when you need to implement a hybrid intelligence system with advanced memory and virtual machine capabilities. It solves problems related to efficient knowledge retrieval and processing by utilizing dual-index FAISS memory and a stateful virtual machine with quaternionic operations. Ideal for applications requiring complex data management and processing, such as AI model implementation and development.

Canonical page: https://skillsregistry.net/skills/awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration  
JSON: https://api.skillsregistry.net/v1/skills/awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration

## Description

Reference implementation for the Part II architecture paper (Zenodo 10.5281/zenodo.20374393) — dual-index FAISS memory, 42-opcode quaternionic VM, 5-phase retrieval, 36 tools, MCP server for Claude clients.

## Trust

- **Trust score (0–1):** 0.55
- **Verification tier:** scanned
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** container
- **Runtime environment:** vm
- **License:** MIT
- **Updated:** 2026-09-28

## Source

- **Source listing:** [GitHub](https://github.com/AwenGrid/Local-Hybrid-Intelligence-System-with-Dual-Index-Memory-and-Stateful-Virtual-Machine-Integration)

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/awengrid-local-hybrid-intelligence-system-with-dual-index-memory-and-stateful-virtual-machine-integration/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt