com.warmthengine/observatory

Official

by warmthengine · HTML

Warmth Engine Observatory

Coordination Intelligence: AI infrastructure coordination dynamics across geopolitical blocs

Coordinates AI infrastructure by tracking events, connections, profiles, topology, and capabilities.

README.md8 KBView on GitHub

Warmth Engine Observatory (WEO)

AI Infrastructure Coordination Dynamics

Overview

The Warmth Engine Observatory tracks AI infrastructure coordination dynamics across geopolitical blocs through verified events and mapped Coordination Connections.

Scope: WEO tracks systemic AI infrastructure coordination — observable coordination dynamics between major power centres (currently nation-states and geopolitical blocs). This differs from operational AI infrastructure management, which addresses how organisations run their own AI systems.

Live Platform: www.warmthengine.com

Platform Components

Event Database — Verified AI infrastructure coordination events classified by tier (Cross-Bloc, Between-Bloc, Intra-Bloc) and domain (Energy/Infrastructure, Security, Technology, Trade), tagged by industry sector (11-category GICS-anchored taxonomy) and assessed for environmental intersections via Environmental Nexus Tags (5-type ENT taxonomy with Warmth Engine Ratio)
Coordination Connections — Documented relationships between events revealing structural patterns across the database (Policy Cascade, Joint Issuance, Funding Flow, Regulatory Enablement, Response, Framework Family, Parallel Policy)
Interactive Map — Geographic visualisation of global AI infrastructure deployment
Interactive Atlas — Network, timeline, and connectedness analytical surface for exploring coordination topology and event relationships via Cytoscape.js
Evidence-Based Verification — Every event verified through primary and corroborating sources with gold standard evidentiary requirements
Sovereign Capability Profiles — 7-dimension framework assessing 14 state actors' sovereign control across the AI infrastructure stack, with four designation levels (PAA, AIK, ACS, Participant); includes qualification headlines, constraint summaries, sourced evidence, and severance analysis
Profiles Page — Standalone /profiles/ page rendering the full SCP panel with dimension filtering, actor detail expansion, and Dimension Watch table
Dimension Watch — Forward-looking monitoring table identifying actors approaching a designation status change at the next assessment cycle, with trigger conditions and timeline estimates
MCP Integration — Model Context Protocol server at warmthengine.com/mcp exposing fifteen programmatic tools for AI systems to query verified Coordination Intelligence (search_events, get_event, get_connections, get_connection_by_id, get_actors, get_coverage_stats, get_methodology, get_topology, traverse_coordination, get_capability_signatures, get_capability_links, get_threads, get_event_stack, query_scp, get_blocs)

Architecture

The platform uses a decoupled architecture: HTML files serve as lightweight UI shells that fetch data dynamically from the WEO API (Cloudflare Worker + KV).

Data source: Cloudflare KV via WEO API (warmthengine.com/api/)
MCP endpoint: warmthengine.com/mcp (Model Context Protocol for AI agent access)
Authentication: Token-based (?token=weo_xxx) for API and MCP consumers; password header for website
Fallback: Static JSON file for API downtime resilience
Hosting: GitHub Pages with custom domain
Routes: Managed via wrangler.toml (warmthengine.com/api/* and warmthengine.com/mcp*)

Data updates flow through the API — no HTML changes required for new events or connections.

Methodology Documentation

The WEO methodology is documented across four publications, all available on Zenodo with DOI registration:

Core Documentation

Publication	DOI
WEO Methodology Manual — Operational specification covering event verification, significance assessment, tier classification, domain classification, industry tagging, environmental nexus tagging, and Coordination Connection methodology	`10.5281/zenodo.18427565`
WEO Methodology Rationale — Companion document providing empirical derivation, theoretical grounding, and calibration justification for all methodology components	`10.5281/zenodo.18427582`

Methodology Extensions

Publication	DOI
Towards Coordination Science: A Framework for Measuring Geopolitical Coordination Dynamics Through Event Relationship Patterns — Coordination Connection metrics and theoretical foundations (Layer 2 framework)	`10.5281/zenodo.18427584`
Tier-Crossing Dynamics in Coordination Networks: A Methodology Extension for Cross-Level Connection Analysis — Analytical framework for examining Coordination Connections across different tiers	`10.5281/zenodo.18427586`

Self-Hosted Documentation

The V1.4 Manual and Rationale are self-hosted as navigable HTML with granular section anchoring:

Manual: warmthengine.com/research/methodology/manual/ (448 section anchors)
Rationale: warmthengine.com/research/methodology/rationale/ (172 section anchors)

A semantic dictionary (data/weo-methodology-map.json) maps 166 WEO-specific terms to their methodology section anchors, serving both human tooltip navigation and the MCP get_methodology tool.

Repository Structure

code

warmth-engine-observatory/
├── index.html                  # Main platform (interactive map)
├── atlas.html                  # Interactive atlas (network/timeline/connectedness)
├── events.html                 # Events database
├── methodology.html            # Methodology overview
├── blocs.html                  # Bloc analysis
├── research.html               # Research publications
├── about.html                  # About WEO
├── support.html                # Supporter access
├── legal.html                  # Legal information
├── 404.html                    # Custom error page
├── profiles/
│   └── index.html                  # Sovereign Capability Profiles page (generated)
├── scripts/
│   └── generate_profiles.py        # Profiles page generator (actors JSON → HTML)
├── data/
│   ├── events-free.json            # Static fallback (free-tier event data)
│   └── weo-methodology-map.json    # 166 term-to-anchor semantic mappings
├── research/
│   └── methodology/
│       ├── manual/                 # Self-hosted V1.4 Manual (HTML + PDF)
│       └── rationale/              # Self-hosted V1.4 Rationale (HTML + PDF)
├── sitemap.xml                 # XML sitemap for search engines
├── robots.txt                  # Crawler directives
├── og-image.png                # Open Graph social preview image
├── favicon_48x48.png           # Browser tab icon (48px)
├── favicon_32x32.png           # Browser tab icon (32px)
├── favicon_16x16.png           # Browser tab icon (16px)
├── CNAME                       # Custom domain configuration
├── LICENSE.md                  # Licence information
└── README.md                   # This file

Citation

If using this platform or its methodology in research, please cite:

code

Warmth Engine Observatory (WEO)
Warmth Engine, 2026
https://www.warmthengine.com
Licensed under CC BY 4.0

Contact

Website: warmthengine.com
Email: warmthengine@proton.me

Acknowledgements

This platform uses the following open-source libraries and typefaces:

Leaflet (BSD-2-Clause) — Interactive map functionality
Leaflet.markercluster (MIT) — Map marker clustering
Geist (SIL Open Font Licence) — Primary typeface
Geist Mono (SIL Open Font Licence) — Monospace typeface
Cytoscape.js (MIT) — Network graph visualisation (Atlas)

Licence

Methodology documentation is licensed under Creative Commons Attribution 4.0 International.

The platform, event database, and data products are proprietary.

See LICENSE.md for full details.

Install

claude_desktop_config.json

{
  "mcpServers": {
    "observatory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://warmthengine.com/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.