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ENDPOINTS

Research Cathedral — API Endpoints

Version: C-151
Cathedral: FOR-ACADEMICS
Base URL: https://pulse.mobius.systems/academics

Overview

The Research Cathedral provides programmatic access to research data, papers, citations, and system snapshots for academic research and analysis.

Full API Specification: endpoints.json

Endpoints

1. Complete System Dataset

Endpoint: GET /dataset.json

Description: Complete system snapshot for research analysis. Contains full system state including cycles, MII baseline, sentinels, apps, and packages.

Format: JSON

Update Frequency: Every 6 hours

Schema: 

{
  "cycle": "string",
  "mii_baseline": "number",
  "sentinels": "array",
  "apps": "array",
  "packages": "array"
}

Example Request: 

curl https://pulse.mobius.systems/academics/dataset.json

Example Response: 

{
  "cycle": "C-151",
  "mii_baseline": 0.97,
  "sentinels": [
    {
      "id": "ATLAS",
      "score": 0.98,
      "cathedral": "FOR-GOVERNMENTS"
    }
  ],
  "apps": [...],
  "packages": [...]
}

Use Cases: - System-wide research analysis - Reproducibility studies - Baseline comparisons - Academic research papers

2. MII Timeline

Endpoint: GET /mii-timeline.csv

Description: 30-day historical timeline of Mobius Integrity Index (MII) scores for economic modeling and trend analysis.

Format: CSV

Columns: - timestamp — ISO 8601 timestamp - mii_score — Mobius Integrity Index (0.0-1.0) - cycle — Cycle identifier (e.g., "C-151") - sentinel_count — Number of active sentinels

Example Request: 

curl https://pulse.mobius.systems/academics/mii-timeline.csv

Example Response: 

timestamp,mii_score,cycle,sentinel_count
2025-12-01T00:00:00Z,0.97,C-151,10
2025-11-30T00:00:00Z,0.96,C-150,10
...

Use Cases: - Economic modeling - Trend analysis - Time series research - Statistical validation

3. Sentinel Coordination Data

Endpoint: GET /sentinel-coordination.json

Description: Sentinel performance metrics and coordination data for multi-agent system research.

Format: JSON

Example Request: 

curl https://pulse.mobius.systems/academics/sentinel-coordination.json

Example Response: 

{
  "timestamp": "2025-12-01T00:00:00Z",
  "sentinels": [
    {
      "id": "ATLAS",
      "coordination_score": 0.95,
      "uptime_days": 30,
      "cathedral": "FOR-GOVERNMENTS"
    }
  ],
  "average_coordination": 0.92,
  "consensus_rate": 0.88
}

Use Cases: - Multi-agent system research - Coordination mechanism studies - Consensus algorithm validation - Distributed systems research

4. Papers Index

Endpoint: GET /papers.json

Description: Complete index of published and working papers with metadata, status, and citation information.

Format: JSON

Example Request: 

curl https://pulse.mobius.systems/academics/papers.json

Example Response: 

{
  "papers": [
    {
      "id": "SML-2025",
      "title": "Strange Metamorphosis Loop: Human-Aligned Recursive Learning",
      "status": "ready_for_submission",
      "venues": ["NeurIPS", "ICML", "AAAI"],
      "key_result": "97% drift prevention",
      "path": "FOR-ACADEMICS/PAPERS/SML/"
    }
  ]
}

Use Cases: - Literature reviews - Citation tracking - Research collaboration - Academic networking

5. Citations Database

Endpoint: GET /citations.bib

Description: Complete BibTeX citation database for academic papers and publications.

Format: BibTeX

Example Request: 

curl https://pulse.mobius.systems/academics/citations.bib

Example Response: 

@software{mobius2025,
  title={Mobius Systems: Operating System for Recursive Intelligence},
  author={Judan, Michael},
  year={2025},
  url={https://github.com/kaizencycle/Mobius-Substrate},
  note={AGPL-3.0 with Ethical Addendum}
}

Use Cases: - Academic citations - Bibliography generation - Reference management - Paper submissions

Rate Limits

Tier Limit Description
Anonymous 100 requests/day Public access without authentication
Academic 1,000 requests/day Requires academic email verification
Institutional 10,000 requests/day Requires partnership agreement

Requesting Academic Access

  1. Email academics@mobius.systems with:
  2. Academic affiliation
  3. Research purpose
  4. Expected usage volume
  5. Receive API key via email
  6. Include Authorization: Bearer <api_key> header

Requesting Institutional Access

Contact academics@mobius.systems for partnership discussions.

Contact & Support

  • Research Inquiries: academics@mobius.systems
  • Dataset Requests: Open GitHub issue with academic-data label
  • Office Hours: Tuesdays 14:00 UTC (Discord)

Mobius Systems Foundation • Cycle C-151 • Research Cathedral