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ODEI

Constitutional world models, local-first agent infrastructure, and production APIs for human agency.
ODEI — Constitutional World Models for Human Agency

ODEI

Constitutional World Models for Human Agency

TypeScript Neo4j MCP API License: MIT


TL;DR

odei.ai is the research surface.
api.odei.ai is the production surface.

ODEI builds a local-first operating system for human agency.

Its core primitive is a constitutional world model: a typed, auditable graph that gives AI continuity, memory, policy, and accountable execution across time.

Observe → Decide → Act → Verify → Evolve

Models can change. Your world model, guardrails, and audit trail remain yours.


Live System Status

Metric Value
Graph nodes (production) 18,569+
Public projection 18,118 nodes
Node types 91
Relationship types 36
Domains 6
Daemons healthy 17/17
Grok x ODEI exchanges 9,933
Insights shipped to code 0
Uptime 1h 15m
Latest signal Guardian Layer Conflict Resolution: Higher Specificity Layers Override Lower Authorit...

Auto-updated 3x/day · 2026-03-20 12:13 UTC


What ODEI Is

Most AI products optimize for prompting. ODEI optimizes for continuity, structure, and agency.

A capable personal agent needs more than a model:

  • persistent memory instead of chat-window amnesia
  • explicit goals, constraints, and decision context
  • policy-gated writes instead of uncontrolled tool execution
  • verification and provenance instead of opaque output
  • a system architecture the user can audit, own, and evolve

ODEI is that infrastructure layer.


Public Surfaces

Surface Role
odei.ai Thesis, scientific framing, research narrative, and human-AI symbiosis worldview
api.odei.ai Production API, public runtime, documentation, and live world model interfaces

Architectural Invariants

Invariant Why it matters
Local-first memory The user's world model is not trapped inside a chat platform or vendor silo
7-layer constitutional graph Identity, direction, strategy, tactics, execution, observation, and continuity stay structurally separated
Sovereign writes Mutations flow through a guarded proposal pipeline instead of ad hoc frontend writes
Guardian validation Sensitive actions are checked for authority, timing, integrity, and policy alignment
MCP server fabric Agents access typed capabilities through composable protocol surfaces
Auditable execution Decisions, actions, evidence, and outcomes remain traceable across time

System Layout

odei.ai
  └─ research surface
     └─ papers, thesis, worldview

api.odei.ai
  └─ production surface
     ├─ REST API
     ├─ MCP integration
     ├─ public docs
     └─ live world model interfaces

core runtime
  ├─ constitutional world model (Neo4j)
  ├─ sovereign writes pipeline
  ├─ guardian enforcement
  └─ multi-server MCP architecture

Core Repositories

Repo What it does
odei-ai.github.io Public research and narrative surface for odei.ai
web Public product site and API surface for api.odei.ai
research Papers and architecture work on constitutional world models and agent memory
mcp-odei MCP server for governed world model access, guardrails, and retrieval
memory Graph-native memory architecture for persistent AI systems
examples Reference integrations in TypeScript and Python
odei-agentkit AgentKit and LangGraph integrations for ODEI-governed actions
wmaas-sdk SDKs for interacting with ODEI world model and guardrail APIs

API and MCP

World model query

curl -X POST https://api.odei.ai/api/v2/world-model/query \
  -H "Content-Type: application/json" \
  -H "X-Api-Key: $ODEI_API_KEY" \
  -d '{"query":"active strategic objectives"}'

Guardrail check

curl -X POST https://api.odei.ai/api/v2/guardrail/check \
  -H "Content-Type: application/json" \
  -H "X-Api-Key: $ODEI_API_KEY" \
  -d '{"action":"schedule irreversible deployment","context":"production release window"}'

Claude Desktop

{
  "mcpServers": {
    "odei": {
      "command": "npx",
      "args": ["-y", "@odei/mcp-server"],
      "env": {
        "ODEI_API_KEY": "your-key"
      }
    }
  }
}

Research Focus

  • constitutional world models
  • local-first knowledge systems
  • human-AI symbiosis
  • graph-native memory and retrieval
  • guardrails, provenance, and accountable execution

Links


"Agency requires memory, policy, and auditability."

Built for sovereignty. Shipped as infrastructure.

Pinned Loading

  1. odei-ai.github.io odei-ai.github.io Public

    odei.ai public research surface for constitutional world models and human-AI symbiosis.

    HTML

  2. web web Public

    Public product, docs, and API runtime for ODEI.

    HTML

  3. research research Public

    Research program on constitutional world models, local-first memory, and human-AI symbiosis.

  4. mcp-odei mcp-odei Public

    MCP server for ODEI world model queries, guardrails, and governed retrieval.

    JavaScript

  5. memory memory Public

    Graph-native memory architecture for persistent, auditable AI systems.

  6. examples examples Public

    Reference integrations for the ODEI API, MCP, and world model workflows.

    Python

Repositories

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