GOLD SecScope AI

GOLD SecScope AI is an ultra‑lightweight, real‑time micro‑analysis tool designed exclusively for GOLD (XAUUSD).  
It internally generates 1‑second candles and displays an AI‑calculated micro‑momentum score inside a compact floating window.

The window can be freely dragged by double‑clicking, allowing you to place it anywhere on your chart.

This tool does not perform automated trading or generate signals.  
It is a visual assistant designed for scalpers.

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Key Features
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✔ 1‑Second Custom Candle Engine
- Generates second‑based candles internally  
- No external data or custom symbols required  
- Extremely lightweight even with tick‑by‑tick updates  

✔ AI Micro‑Momentum Score
- AI analyzes the last 300 seconds of price movement  
- Score ranges continuously from –1.2 to +1.2  
- A custom oscillator specialized for GOLD volatility (AUC 0.89)  
- Visualizes micro‑shifts in direction and momentum  

✔ Floating Mini‑Window (HUD Style)
- Drag‑and‑drop by double‑clicking  
- Adjustable size and opacity (via parameters)  
- Clean and highly readable design  
- Ideal for multi‑monitor setups  

✔ Ultra‑Lightweight Design
- No DLL  
- No external libraries  
- Runs smoothly on VPS and low‑spec environments  
- Processing load minimized to the extreme  

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Recommended For
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- GOLD scalpers  
- Traders focused on micro‑structure  
- Users who want to monitor second‑based movement  
- Traders who want lightweight AI assistance  

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Notes
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- The free version works ONLY on GOLD (XAUUSD).  
  A warning will appear if applied to other symbols.

- This tool is not an EA.  
  It does not execute or manage trades.

- The AI score is not a buy/sell signal.  
  Use it as a micro‑momentum support indicator.

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Input Parameters
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- Second interval: fixed at 1 second  
- Max bars to display  
- Colors (up/down/background/border)  
- Opacity  
- Window size  
- Right margin  

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Why Free?
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To allow GOLD traders to easily access a lightweight and practical micro‑analysis tool.  
If you enjoy it, feel free to explore my other advanced AI tools.

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Summary
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GOLD SecScope AI visualizes GOLD’s micro‑price movement in real time using  
“1‑second candles + AI score”.  
It is a compact HUD that provides scalpers with fast, lightweight, and intuitive visual feedback.

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AI Model Reference
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Prediction Target:
“The AI estimates the probability that the price will show a statistically significant upward movement (beyond noise) within the next 300 seconds.  
The model achieved an impressive AUC of 0.89.”

Target symbol: GOLD (XAUUSD)  
Target period: 2026‑04‑06 to 2026‑04‑11  
Threshold: 3.0 (AUC = 0.5204)

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AUC Summary (Train / Test / All Periods)
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Test AUC: 0.8943  
Train AUC: 0.9390  
All‑period AUC: 0.9314  

Samples after labeling: 160,939 / 414,000 (38.9%)

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Top 50 Correlated Features (Absolute Value, Signed)
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log_return_skew_120           -0.224349
jump_dir_ratio_S60             0.183122
bbpos_120                      0.171787
mtf_sign_2x                    0.166152
bbpos_60                       0.165806
mtf_pct_norm_2x                0.152894
dir_run_120                    0.152263
tick_up_count_S60              0.151690
jump_dir_ratio_S30             0.148534
dir_run_180                    0.148123
tick_dir_balance_S60           0.143157
tick_dir_strength_S60          0.142682
dir_run_60                     0.142681
bbpos_30                       0.142310
mtf_pct_norm_1x                0.137652
tick_up_count_S30              0.130344
new_low_streak_20             -0.129773
log_return_skew_60            -0.127642
mtf_sign_1x                    0.124857
bear_run_15                   -0.124766
dir_run_300                    0.122891
bbpos_20                       0.122731
mtf_pct_norm_3x                0.122209
cci_60                         0.121353
dir_run_30                     0.118910
tick_dir_strength_S30          0.118909
bull_run_30                    0.118404
tick_dir_balance_S30           0.118282
bull_run_15                    0.116166
up_jump_count_S60              0.111955
mtf_sign_3x                    0.111907
up_jump_count_S30              0.111502
downjump_x_tick_balance_S60    0.111422
bear_run_30                   -0.111225
plus_di_20                     0.111053
plus_di_30                     0.110918
RSI_28                         0.110865
cmo_20                         0.110783
cmo_30                         0.110533
minus_di_20                   -0.110428
minus_di_30                   -0.109980
cci_30                         0.109711
cci_120                        0.108728
RSI_14                         0.107001
dir_run_20                     0.106052
plus_di_15                     0.105796
cmo_15                         0.105609
mtf_pct_norm_4x                0.105532
minus_di_15                   -0.105373
cci_20                         0.101035

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AUC Results Across Major Symbols  
Period: 2026‑04‑06 to 2026‑04‑11  
Total samples per symbol: 414,000

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Symbol   Samples (% of total)     Positive Count (%)        AUC
ETHUSD   111,376 (26.9%)          58,018 (52.1%)            0.8567
USDJPY   105,148 (25.4%)          52,470 (49.9%)            0.6766
AUDJPY    94,982 (22.9%)          52,312 (55.1%)            0.6760
GBPJPY   132,931 (32.1%)          74,479 (56.0%)            0.6481
EURJPY    97,253 (23.5%)          55,118 (56.7%)            0.6448
AUDUSD   274,278 (66.3%)          140,744 (51.3%)           0.6288
EURUSD   274,960 (66.4%)          140,947 (51.3%)           0.6231
GBPUSD   279,671 (67.6%)          144,414 (51.6%)           0.6059
BTCUSD   227,612 (55.0%)          116,232 (51.1%)           0.5276


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