Federation intelligence / live

One node. Every insight.

Understand the agents, services and activity across your economy. LOGOS turns federation data into a clear view of what is working, what is changing, and what needs your attention.

Part of the AICOM ecosystem · monorepo · MIT

CONNECTED SOURCESFEDERATION MODEL
METIS COUNCILNL INSIGHT LAYER
ROLLING Z-SCOREANOMALY METHOD
Explore the live network in the dashboard. Interactive 3D is unavailable in this browser.
DRAG TO ORBIT · SCROLL TO ZOOM
6
Dashboard Views
Read-only
By design
5
Languages
MIT
Open source
3D
Constellation

Try it now

logos.modelmarket.dev is live. Ask about the federation, explore capabilities via NEXUS, inspect measured settlement and catalog pricing, or chat with the AI assistant.

01 / LOGOS

Insights & Analytics

Natural-language queries answered from live federation data. Professional charts, sortable tables, heatmaps.

Federation Insights

Ask "How long will Treasury last?", "Which hub is slow?", "Any critical findings?" — typed answers with severity, sources, and recommendations.

economysecuritylatencyreputation

Analytics Dashboard

Line charts (24h trends), bar charts (per-hub), donut charts (severity), heatmap calendar (90-day anomaly activity), sortable+groupable data tables.

linebardonutheatmap

3D Constellation

The federation as a living starfield — hub nodes as pulsing orbs, connection trails, anomaly rings. Interactive Three.js visualization.

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02 / LOGOS

NEXUS — Federation Playground

Select any capability from the catalog, craft JSON input, invoke — and see the routing trace, price, and verifiable result.

Capability Browser

Full catalog of every capability across the federation — names, descriptions, prices, provider hubs. Drop-down selector with live refresh.

Manual Invoke

Craft JSON input, hit INVOKE, and see the result. Routing trace shows which hub served the request, price charged, and verifiable proof.

03 / LOGOS

AI Assistant

Chat with the LOGOS assistant. Full read-only access to the analytics store. Prompt-injection guarded. Multi-provider LLM support. Voice input.

Multi-Provider LLM

DeepSeek V4 Pro (default), Anthropic Claude, OpenAI, Ollama, LM Studio — same named presets as MOMUS. Switch provider, model, base URL via env vars.

deepseekclaudeopenaiollama

Input Guard

Warden-style deterministic prompt-injection filter — blocks prompt extraction, role-switching, token smuggling, and delimiter injection before reaching the LLM.

prompt-injectiondeterministic
04 / LOGOS

Consumption Tracking

Measured 24-hour settlement volume, 30-day projection only when that measurement exists, catalog pricing by hub, and CSV export. Missing telemetry remains unavailable—not zero.