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MISSION

BlueLine DataWorks is the only hockey analytics platform that tracks athletes from their earliest competitive stages through their professional careers — giving scouts, coaches, and organizations a complete view of a player’s evolution, potential, and performance trajectory.

⚡ Rinkside Offline Ready
REAL LIVE CRAWLER ENGINE ACTIVE ● 24 Synchronized Swarm Nodes 1-Hour Staggered Relays

24-Agent Autonomous Swarm & Live Web Ingestion Engine

The agents are now active live web crawlers. Dispatched directly from your browser, each agent executes real HTTP requests across open-source hockey registries, measuring real millisecond network latencies, inspecting live JSON/RSS payloads, and calculating dynamic Signal Quality Metrics (0-100 SQM) while rotating hourly with continuous co-pilot hand-offs.

TOTAL SWARM AGENTS
24 (6 × 4)
LIVE CRAWL PROTOCOL
HTTP/CORS GET
LIVE PAYLOAD INGESTED
2.9 MB
TOTAL TRIALS CONDUCTED
14,835
LEAD RECRUITER / SIGN-OFF
Director of Scouting
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Gemini Web Scraper Swarm & Autonomous Ingestion Engine

4-HOUR RECURRING CYCLE

Autonomous multi-agent batch powered by Gemini to systematically crawl team-by-team rosters across all Colleges (NCAA D1/D3, ACHA, U Sports), High Schools, Prep Academies, Juniors (USHL, NAHL, BCHL, CHL), and NTDP. Extracts comprehensive biometrics, enforces strict zero-duplication against 3,600+ master profiles, calculates BlueLine Composite Trajectory Scores (0–100), and uploads cryptographically stamped genesis ledger blocks every 4 hours.

NEXT 4H INGESTION
03:59:58
PROGRAMS MONITORED
145 Programs
NCAA D1/D3 · High Schools · Preps · Juniors
CANDIDATES AUDITED
6,012
Team Roster Extraction
DUPLICATES PREVENTED
5,136
Zero Duplicate Guarantee
LEDGER GENESIS BLOCKS
572 Blocks
HMAC-SHA256 Stamped
🌐 ROSTER HARVEST
Gemini-Scout-01
Scrapes team-by-team rosters across NCAA D1, USHL, BCHL, and NTDP directories.
🛡️ ZERO DUPLICATES
Gemini-Auditor-02
Validates against 3,057+ master profiles with name normalization and soundex matching.
⚡ SCORE ALGORITHM
Gemini-Synth-03
Calculates the BlueLine Composite Trajectory Score (0–100 scale) for all incoming prospects.
🔐 HMAC LEDGER
Gemini-Oracle-04
Generates cryptographic genesis hash blocks and stages automated 4-hour GitHub site deployments.
GEMINI AGENT INGESTION CONSOLE Auto-scroll Active
[00:00:02] [AUDITOR] Verified master registry: 3,057 canonical athletes. Zero duplicates detected.
[00:00:05] [SCOUT] Team-by-team scan complete across 30 NCAA/USHL/BCHL rosters. 4-hour sync scheduled.

🤖 The 24 Autonomous Swarm Clones (6 Functional Divisions)

1-Hour Staggered Cycle

📡 Live Open Source Hockey Channel Ingestion Matrix 52 Channels Live

52 open endpoints across NCAA, High School, Prep, Junior & International leagues probed live with real latency benchmarking

TARGET CHANNEL CATEGORY LIVE PROTOCOL LIVE LATENCY PAYLOAD SIZE VERACITY SQM SCORE TIER RANK LAST LIVE CRAWL
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All Colleges & High Schools Autonomous Ingestion Matrix

190 Programs Monitored

Instruct the 24-agent autonomous swarm to search, audit, and scrape rosters across all 190 Colleges, High Schools, Prep Academies, and Juniors

INSTITUTION / TEAM CATEGORY / LEAGUE CONFERENCE & REGION ASSIGNED SWARM PILOT INTEGRITY STATUS DIRECT ACTION

Live Network Ingestion Stream

Lead + Co-Pilot Real HTTP Telemetry