◆ Interactive Demo — Synthetic Data Only ◆
Detroit, MI
IDX-A
IDX-B
IDX-C
Dispersion Index
18.42
Primary Benchmark
+0.34%
Cluster Breadth
8 / 11
Regime
RISK-ON
Entity Cluster Activity Synthetic · 12 clusters
ATLAS Picks Top 3 by score
#EntityScoreTierStateConfidence
1ARC-224191.4AExpanding0.87
2VEX-071888.2ANormal0.82
3NRQ-145584.7BCompressed0.71
Domain abstracted for confidentiality. Architecture, scoring, validation, and visualization shown are representative of the production system; underlying data is synthetic.
Entities Scanned
1,927
Today · 9:10 AM
Signals Emitted
7
A: 3 · B: 2 · Watch: 2
Resolution Rate
64.2%
Last 90 days
Avg Confidence
0.78
A-tier: 0.84
Signal Browser All historical signals · Synthetic
DateEntityScoreTierStateConfidenceResolution
Outcome Waterfall Last 90 days
Resolution Trend Rolling 30-day accuracy
Signal Calendar 90 days · Signals per day
Entity Frequency Most scanned · All time
Domain abstracted for confidentiality. Architecture, scoring, validation, and visualization shown are representative of the production system; underlying data is synthetic.
Session Phase
MONITOR
Phase 4 of 5
Active Entities
5
From ATLAS queue
Events Today
2
Validated
Session Window
9:25 → 11:35
EST · Weekdays
Validation Gates All 4 must pass on observation window close
📊
Threshold Gate
PASS
📈
Volume Confirmation
FAIL
📐
Trend Alignment
PASS
🕐
Window Validity
PASS
Entity Monitor Live session · Synthetic
EntityStateGate 1Gate 2Gate 3Gate 4Result
ARC-2241MonitoringValidated
VEX-0718MonitoringPending
NRQ-1455MonitoringPending
KPL-3302MonitoringValidated
DTX-0891MonitoringRejected
Session Lifecycle 5-phase architecture
Phase 1
Receive
Phase 2
Connect
Phase 3
Build
Phase 4
Monitor
Phase 5
Close
Domain abstracted for confidentiality. Architecture, scoring, validation, and visualization shown are representative of the production system; underlying data is synthetic.
Signals Audited
243
Lifetime
Resolution Accuracy
64.2%
A-tier: 71.8%
Active Directives
3
Pending quarterly review
Next Tuning Window
Jul 26
Min 50 per tier required
Active Directives Generated by Claude Opus · Awaiting sample threshold
DIRECTIVE-024 Pending · 34/50 samples
B-tier entities with compressed volatility state show 23% lower resolution rate than expanding-state peers. Recommend raising the scoring floor for compressed-state B-tier signals by 4 points when sample count reaches 50.
Generated: May 18, 2026 · Source: Weekly audit cycle 19
DIRECTIVE-023 Pending · 178/200 samples
Volume confirmation gate shows marginal lift when threshold is calibrated to entity-specific historical norms rather than session-relative averages. Statistical significance not yet achieved — hold for 200+ observations before recommending structural change.
Generated: May 11, 2026 · Source: Weekly audit cycle 18
DIRECTIVE-021 Applied · Q1 review
A-tier confidence threshold increase from 0.72 to 0.78 produced measurable improvement in resolution accuracy (+3.1pp) with acceptable signal volume reduction (−8%). Recommend maintaining current threshold.
Generated: Mar 2, 2026 · Applied: Mar 15, 2026 · Samples at review: 67
Resolution by Tier Lifetime accuracy
TierSignalsConfirmedRejectedExpiredAccuracySample Status
A785618471.8%✓ Tunable (≥50)
B1046234859.6%✓ Tunable (≥50)
Watch612824945.9%✓ Tunable (≥50)
Cadence Rules Anti-overfitting safeguards
Parameter ClassMin SamplesCurrentStatus
Tier filters30–5078 / 104 / 61Ready
Scoring weights200+17822 remaining
Hard filters (near-boundary)50+3416 remaining
Detroit Metro Avg
$3.24
BLS · FRED series
7-Day Prediction
$3.31
Ridge model · +$0.07
Model Phase
1
Ridge regression active
Training Samples
47
daily_snapshots
Price Prediction 7-day outlook · Synthetic
Direction Gauge
7-Day Outlook
↑ Rising
+2.2% projected
Energy Briefing Claude Sonnet · Daily narrative
Detroit metro gasoline prices remain in a moderate uptrend, driven by seasonal refinery maintenance and a modest crude rally. WTI is holding above the $72 level on reduced US inventory draws. The EIA weekly print showed a 2.1M barrel drawdown, tighter than the 1.4M consensus. Regional spreads remain compressed — the Great Lakes PADD II crack spread is trending near its 30-day mean, suggesting no immediate supply disruption. Watch Wednesday's EIA release for confirmation of the trend.
Model Architecture Pipeline overview
INGEST
FRED · EIA · Finnhub
PREDICT
Ridge · SQLite
NARRATE
Claude Sonnet
EXPORT
GitHub Pages
ATLAS
Last run: Today 9:10 AM
Next run: Mon–Fri 9:10 AM
Service: Railway worker
ChalmersGhost
Status: Session active
Session: 9:25 AM → 11:35 AM
Service: Railway · Always on
HEPHAESTUS
Last activity: Today 9:12 AM
Role: Discord bot · Always on
Service: Railway worker
THEMIS
Last audit: Sun 7:00 AM
Next audit: Sunday 7:00 AM
Cadence: Weekly observe
Crude Logic
Last publish: Today 7:30 AM
Next run: Mon–Fri 7:30 AM
Service: Railway · US East
Meridian OS
Pages: 8 pages · read-only
Platform: GitHub Pages
Deploy: ~30s on push
Monthly Billing
ServiceCostUsage
GitHub Pro$4Private repos + Actions
Railway Hobby$53 persistent workers
Total$9/mo
Master Schedule Every scheduled job · EST
TimeJobRepoFrequencyPlatform
7:30 AMFull ingest + predict + publishfrack-aroundMon–FriRailway
8:00 AMCold Brew export (narratives)stack-quant-feedMon–FriRailway
9:10 AMATLAS scan sequencestack-quant-feedMon–FriRailway
9:25 AMChalmersGhost connect + streamchalmers-engineMon–FriRailway
11:35 AMSession disconnect + summarychalmers-engineMon–FriRailway
12:00 PMRe-run post-EIA (Wed only)frack-aroundWednesdayRailway
4:30 PMAccountability agentsdashboard-opsDailyGH Actions
6:00 PMOutcome trackerstack-quant-feedMon–FriRailway
8:00 PMResolution checker + exportstack-quant-feedTue–SatRailway
Sun 6:30 AMClaude digest scorecardstack-quant-feedSundayRailway
Sun 7:00 AMTHEMIS directivesstack-quant-feedSundayRailway
Sun 7:00 PMWeekly performance reportchalmers-engineSundayRailway
Uptime Calendar GitHub Actions · pass/fail by day · Synthetic