✅  All 20 active params files are in sync with config.WEIGHT_COLS.

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Pine Static Analysis: strategies/strategy_activation_scores.pine
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⚠️  request.security() calls
   Direct in file:    15
   Library estimate:  +24 (from imported libs)
   Estimated total:   39 / 40
   Slots remaining:   1

⚠️  plot() + plotchar() calls
   Direct in file:    61
   Library estimate:  +3 (from imported libs)
   Estimated total:   64 / 64
   ⚠️  AT LIMIT — cannot add more plot/plotchar calls

📋 plotchar exports: 56 total, 29 ending in _norm

✅ All 49 i_w_* weight params are declared in Pine

✅ MLP preset architectures consistent (no skipped presets)

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TV Validation Sentinel
  ✅ Validated in TV at 2026-06-25 10:24:47

4H historical_2021-01: fit from 16 trades / 770 rows
4H historical_2022-01: fit from 20 trades / 842 rows
4H historical_2023-01: fit from 25 trades / 955 rows
4H historical_2024-01: fit from 35 trades / 1561 rows
4H historical_2024-10: fit from 45 trades / 2170 rows
4H historical_2025-10: fit from 54 trades / 2877 rows
4H later_2026: fit from 58 trades / 3066 rows
6H historical_2021-01: fit from 18 trades / 1637 rows
6H historical_2022-01: fit from 27 trades / 2268 rows
6H historical_2023-01: fit from 28 trades / 2391 rows
6H historical_2024-01: fit from 39 trades / 3508 rows
6H historical_2024-10: fit from 50 trades / 4110 rows
6H historical_2025-10: fit from 56 trades / 5248 rows
6H later_2026: fit from 59 trades / 5444 rows
8H historical_2021-01: fit from 19 trades / 1776 rows
8H historical_2022-01: fit from 28 trades / 2465 rows
8H historical_2023-01: fit from 30 trades / 3009 rows
8H historical_2024-01: fit from 42 trades / 3925 rows
8H historical_2024-10: fit from 52 trades / 4417 rows
8H historical_2025-10: fit from 60 trades / 5239 rows
8H later_2026: fit from 62 trades / 5345 rows
12H historical_2021-01: fit from 55 trades / 1068 rows
12H historical_2022-01: fit from 78 trades / 1454 rows
12H historical_2023-01: fit from 84 trades / 1664 rows
12H historical_2024-01: fit from 96 trades / 2076 rows
12H historical_2024-10: fit from 111 trades / 2515 rows
12H historical_2025-10: fit from 135 trades / 3156 rows
12H later_2026: fit from 142 trades / 3287 rows
1D historical_2021-01: fit from 58 trades / 746 rows
1D historical_2022-01: fit from 80 trades / 992 rows
1D historical_2023-01: fit from 96 trades / 1187 rows
1D historical_2024-01: fit from 113 trades / 1544 rows
1D historical_2024-10: fit from 123 trades / 1769 rows
1D historical_2025-10: fit from 142 trades / 2190 rows
1D later_2026: fit from 148 trades / 2274 rows