nqstats-analyzer

name: NQStats Analyzer description: Automates the verification of NQStats metrics and generates daily bias briefings based on the Unified Bias Algorithm.

NQStats Analyzer Skill

This skill allows you to run specialized statistical analysis for NQ1, ES1, and other futures based on the NQStats methodology.

Key Metrics

ALN Sessions: Asia-London-NY relationship (LPEU, LPED, LEA, AEL).
Noon Curve: 75% probability of HOD/LOD occurring on opposite sides of noon.
Unified Bias: Synthesis of ALN + Broken Status + Profiler into a high-conviction daily trade plan.

Usage

1. Generate Daily NQStats Briefing

This is the primary command for your pre-market routine. It analyzes the current day's Asia and London sessions to predict NY bias.

python scripts/analysis/analyze_daily_nqstats.py --ticker NQ1

2. Verify Historical Stats

Run these to re-verify the NQStats claims against your own deep data (2015-2025).

# Noon Curve Verification
python scripts/nqstats/noon_curve/verify_noon_curve.py

# ALN Verification
python scripts/nqstats/aln_sessions/verify_aln.py

Daily Integration

This skill is integrated into the daily_analysis workflow. It runs automatically during scripts/trader/run_daily_prep.py to provide a "Data Integrity" and "Statistical Bias" briefing.

name: NQStats Analyzer description: Automates the verification of NQStats metrics and generates daily bias briefings based on the Unified Bias Algorithm.