The Frequency Framework Tool Suite
Sixteen interactive tools built to make patterns visible.
Free. No login. No paywall. Use them. Share them. See what others can’t.
🌐 Geopolitical Analysis
👁️ Magic Eye BS Meter
Real-Time Coordination Detection
The smoke detector. Input any headline, speech, or policy announcement. Select the coordination indicators you observe. The meter scores the probability that what you’re seeing is organic — or orchestrated. 20 indicators across 5 categories.
🔬 Six-Step Pattern Analyzer
Exploitation Lifecycle Mapping
The X-ray machine. Every exploitation follows the same six steps: Relationships → Dependencies → Expansion → Institutionalization → Monetization → Defense. This tool maps where any event sits in that lifecycle — and predicts what comes next.
📅 Coordination Window Calendar
The Dutch Clause Mapping System
Federal holidays. Congressional recesses. Maximum distraction. Minimum oversight. This calendar maps when coordination windows open and documents what happened inside them. Pre-loaded with 2026 data including the Iran Coordination Window and Operation Epic Fury.
🎯 Theater Status Board
Multi-Theater Operations Monitor
The full board. Every active theater. Threat levels. Key metrics. Latest updates. Connected theaters. Six-Step position. See how 12 simultaneous operations connect across military, financial, diplomatic, energy, and domestic domains.
⛽ Oil Price Impact Tracker
What The War Costs You — In Real Time
The kitchen table tool. Enter today’s crude oil price and watch the trickle-down cascade in real time — gasoline, diesel, jet fuel, groceries, shipping, home heating oil. Calculates the estimated additional cost per US household per month. Live war clock. Pre-war baseline comparison.
📊 Prediction Tracker
Timestamped Validation Engine
Predictions locked. Timestamps immutable. Results public. Track the Framework’s documented prediction record — including the Iran Coordination Window at 100% accuracy (5/5). Lock your own predictions with timestamps and build your personal track record.
🛡️ Publication Risk Assessment
Pre-Publication Legal & Reputational Review
Before you publish, know the risk. This tool evaluates content for legal exposure across 15 risk factors, provides a risk score, recommends mitigations, and includes an interactive pre-publication checklist.
🧅 Obfuscation Layer Identifier
How Coordination Hides in Plain Sight
Eight layers. Eight ways the truth gets buried. This tool maps which concealment mechanisms are active in any event — from complexity layering to meta-narrative control. Completes the analytical trilogy: detect it, map it, reveal how it’s hidden.
→ Launch Obfuscation Identifier
🎵 Harmonic Signature Analyzer
15-Dimensional Pattern Fingerprinting
The chord reader. Every event produces a harmonic signature across 15 analytical dimensions. Coordinated and organic events produce structurally distinct signatures. Input any event, set the layer intensities, and the analyzer reveals whether the harmonic resolves — or if the thermodynamic stress test inverts. That inversion is the diagnostic fingerprint.
🏀 March Madness 2026 — 15-Layer Model
Same pattern recognition. Different arena. The Framework doesn’t care which field it’s found in. Six tools built on the same methodology we use to track wars in real time — applied to the NCAA Tournament.
🔥 Upset Detector
First-Round Upset Probability Rankings
Every first-round matchup ranked by upset probability using the 15-layer friction model. Seed patterns, momentum decay, coaching friction, tempo mismatch, line movement — all scored and sorted by risk. Updated as games are played.
📊 Bracket Analyzer
Any Matchup. Full 15-Layer Breakdown.
Pick any two teams from the 68-team field. Get the complete friction analysis — pressure points, coaching edges, tempo battles, thermodynamic stress scores, and a Framework confidence rating. Works for actual matchups or hypotheticals.
🗺️ My Team’s Path
Your School’s Full Tournament Road Map
Pick your school. See every round — opponents, danger games, win probability at each stage, and the path to Indianapolis. From the first weekend to the championship. Shareable.
🌡️ School Pressure Index
Thermodynamic Pressure Rankings
Every team ranked by the gap between expectations and capacity. Seed history, coaching record, momentum decay, choking indicators — all quantified. Nebraska has never won a tournament game and started 20-0. That’s a 95 on the pressure scale. Find every team’s breaking point.
⚔️ Rivalry Matchup Simulator
Built for Arguments
What if Duke meets UNC in the Elite 8? What about Michigan vs Michigan State in the Final Four? Simulate any hypothetical matchup in any round with full Framework scoring. Pre-loaded rivalry buttons. Screenshot it. Send it to your group chat. End the debate.
📋 Live Bracket Tracker
Transparent Accountability
Every Framework pick logged with a confidence rating before tip-off. Results updated after each game. Running accuracy score. Our record — documented, not claimed. This is how you build credibility: you put it in writing and let the scoreboard do the talking.
🏛️ California — Public Record Accountability
The Framework applied to California policy. Ballot measures, pension funds, campaign finance — scored using the same methodology. All data from public filings. Every dollar traced. Every claim verified.
🗳️ Proposition Due Diligence
Ballot Measure Scoring Engine
Score any California ballot measure across six dimensions: funding concentration, spending imbalance, transparency gaps, polling reliability, structural risk, and conflict of interest. Input the public record data. Get a scored assessment with key findings and next steps. Who’s paying, who benefits, and what the filings reveal.
→ Launch Proposition Due Diligence
The tools are free because the methodology should be accessible to everyone.
Pattern recognition, not prophecy. Methodology, not conspiracy.
The pattern doesn’t care which field it’s found in.
The Frequency Framework 