Short Trade on APT (BalanceBreakoutRegime)
With 312.34 APT at 0.664$ per unit. Take profit: 0.6002 (9.64 %) & Stop Loss: 0.6898 (3.85 %)
28 Oct 2026 at 22:15:36
hyperliquid
APT
SHORT
BalanceBreakoutRegime
hyperliquid
28 Oct 2026 22:15
→ 10:15
· 11 hours
Position
Entry 0.6642$
Qty 312.3404 APT
Size 207.4565$ (margin 100$) (leverage 2)
Risk Setup
TP 0.6002 (+9.64%)
TP $ 19.99$
SL 0.6898 (-3.85%)
SL $ 8$
RR 2.5
Status
loss
PnL
-2.60%
/ -5.4$
MAE -3.03%
MFE +2.32%
0.6R
expires
29 Oct 10:15
Exit
time_expired
V3 Shadow Analysis
Filtres V3 : rank, confidence, régime combiné BTC + coin (−10 → +10, seuil ≥ 3), et stop loss ≥ 0.75%.
Quality Rank (id: 231548)
#56 / 66
OK
seuil : top 15
score du 28/10/2026 22:00
score du 28/10/2026 22:00
Avg Rank 8h: 0.5220
Quality Score
0.454
score brut du coin
Quality Rank
#56 / 66
OK
seuil : top 15
Signal Confidence
80 %
OK
seuil : ≥ 40%
BTC Regime Score
0
−4 → +4 (macro BTC)
Coin Regime Score
+6
−6 → +6 (1D/4H/1H coin)
Combined Regime Score
+6
OK
seuil : BTC + coin ≥ 3
Stop Loss Size
3.85 %
OK
seuil : ≥ 0.75%
Décision V3
WOULD TRADE
rank + confidence + regime + SL size
V4 Shadow Analysis
Filtres V4 : rank, confidence, régime combiné BTC + coin, SL ≥ 0.75%, Supply & Demand multi-TF (1H/4H/1D), Move Maturity multi-TF.
Quality Rank
#56 / 66
OK
seuil : top 15
Signal Confidence
80 %
OK
seuil : ≥ 40%
Combined Regime Score
+6
OK
seuil : BTC + coin ≥ 3
Stop Loss Size
3.85 %
OK
seuil : ≥ 0.75%
Supply & Demand — near Demand zone (SHORT: demand = adverse)
1/3 TF adverse
seuil : < 2 TF
| TF | Near Demand | Distance (ATR) |
|---|---|---|
| 1h | clear | — |
| 4h | clear | 1.12×ATR |
| 1d | near | -2.10×ATR |
Move Maturity — move down late = adverse (SHORT)
1/3 TF adverse
seuil : < 2 TF
| TF | Direction | Maturity | Adverse |
|---|---|---|---|
| 1h | ↓ down | late | BLOCKED |
| 4h | ↑ up | early | OK |
| 1d | ↓ down | mid | OK |
Décision V4
WOULD SKIP
rank + confidence + regime + SL + S&D + maturity
V5 Shadow Analysis
V5 ne s'applique pas à la stratégie BalanceBreakoutRegime. Scope initial : momentum_pullback_v1, momentum_rotation_score, momentum_rotation_v2.
V6 Shadow Analysis
V6 ne s'applique pas à la stratégie BalanceBreakoutRegime. Scope initial : momentum_pullback_v1, momentum_rotation_score, momentum_rotation_v2.
Context
Volume 24h (signal)
1.5M $
volume USDT au moment du signal
28/10 22:00
28/10 22:00
| Coin Market Regime V2 |
|---|
|
Strategic (1D) : bear_high (+3) 27/10 20:00 Operational (4H) : bear_high (+2) 28/10 16:00 Tactical (1H) : bear_high_confirmed (+1) 28/10 21:00 Score : +6 / ±6 |
| BTC Correlation | Coin Market Regime |
|---|---|
BTC/Market Regime v2
BTC Regime (snapshot) #7200
Voir snapshot →
range
compression
range_bound
| Strategic |
range
0.25 |
compression
0 |
| Operational |
range
0.25 |
compression
0 |
| Tactical |
range
0.25 |
range
0 |
| Micro |
range
0.25 |
range
|
MTF alignment :
0.65
Stability :
0.73
Transition risk :
0.27
Score contribution (this trade)
0
Market Breadth
Breadth Score
11.6%
Macro
alt_capitulation
Local 4h
bearish
Leadership
btc_leading
Legacy leadership :
btc
Breadth state
deteriorating
Δ 15m
→+0.000
Δ 1h
▼-0.266
Δ 4h
▼-0.736
Δ 12h
▼-0.051
Δ 24h
▼-0.632
Δ 24h négatif avec Δ 1h positif = rebond court dans structure 24h faible.
% Positive (universe)
| 15m | 14.3% |
| 1h | 6.1% |
| 4h | 6.1% |
| 24h | 26.5% |
Outperformance vs BTC
| Window | % outperf | Median ret |
|---|---|---|
| 15m | 16.3% | -0.30% |
| 4h | 14.3% | -2.03% |
| 24h | 28.6% | -1.40% |
Expansion & Tails (4h)
Up ≥1σ
0.0%
Down ≥1σ
8.2%
Expansion
8.2%
Tail ↑
+0.50
Tail ↓
+0.22
Dispersion :
0.146
Universe :
49
(0 vs prev)
· ≥ $2.0M
+0 added
·
-0 removed
Regime confidence :
0.84
Snapshot évalué :
28/10 22:01
· env range_bound
Quality Score
Score composite 0–1 combinant 5 composantes pondérées, calculé sur les bougies 1H
(+ 4H pour la force relative vs BTC).
Momentum (30 %) : retours multi-TF normalisés + pentes EMA 21/50/100.
Force Relative vs BTC (25 %) : surperformance du coin sur 1h/4h/1d/3d + beta 24h.
Volume (20 %) : volume relatif vs SMA20, z-score vs SMA50, tendance EMA5/50.
Qualité de Tendance (15 %) : ADX (force, bon > 25) + Chop Index (trend vs range, bon < 45).
Volatilité (10 %) : ATR% du prix — score optimal entre 0.3 % et 3 %, pénalisé au-delà de 6 %.
Le rank compare le coin à l'univers complet tracké au même instant.
1D
Calculé le
28/10/2026 20:00
Score brut
0.2910
Score SMA
0.2957
Rank
#56
/ 66
Rank Norm SMA 8h
0.1538
Rank Norm SMA
0.2693
Calculé le
28/10/2026 20:00
| Composante | Poids | Score | Détails |
|---|---|---|---|
| Momentum | 30% | 0.3299 | r1h: 0.000% · r4h: 0.000% · r1d: 0.55% · r3d: -0.24% · ema21_slope: -0.5510% · dist_ema21: -7.746% |
| Force Relative | 25% | 0.3598 | rs_1h: 0.000% · rs_4h: 0.000% · rs_1d: 0.01% · rs_3d: -1.75% · beta_24h: 2.929 |
| Volume | 20% | 0.1369 | rvol_20: 0.45× · zscore_50: -1.076 · trend: -43.54% |
| Qualité Tendance | 15% | 0.4982 | ADX: 20.0 (weak) · Chop: 59.0 (neutral) |
| Volatilité | 10% | 0.0000 | ATR%: 8.891% (optimal 0.3–3 %) |
1H
Calculé le
28/10/2026 22:00
Score brut
0.4535
Score SMA
0.4855
Rank
#56
/ 66
Rank Norm SMA 8h
0.5220
Rank Norm SMA
0.3360
Calculé le
28/10/2026 22:00
| Composante | Poids | Score | Détails |
|---|---|---|---|
| Momentum | 30% | 0.3074 | r1h: -3.623% · r4h: -5.190% · r1d: -4.01% · r3d: -4.09% · ema21_slope: 0.0188% · dist_ema21: -3.255% |
| Force Relative | 25% | 0.2602 | rs_1h: -2.264% · rs_4h: -3.510% · rs_1d: -2.84% · rs_3d: -4.42% · beta_24h: 2.282 |
| Volume | 20% | 0.7315 | rvol_20: 2.29× · zscore_50: 1.887 · trend: 39.75% |
| Qualité Tendance | 15% | 0.6868 | ADX: 22.4 (weak) · Chop: 32.9 (trend) |
| Volatilité | 10% | 1.0000 | ATR%: 1.624% (optimal 0.3–3 %) |
4H
Calculé le
28/10/2026 20:00
Score brut
0.4688
Score SMA
0.4286
Rank
#51
/ 66
Rank Norm SMA 8h
0.2385
Rank Norm SMA
0.2776
Calculé le
28/10/2026 20:00
| Composante | Poids | Score | Détails |
|---|---|---|---|
| Momentum | 30% | 0.3517 | r1h: 0.000% · r4h: -1.492% · r1d: 0.55% · r3d: -0.24% · ema21_slope: -0.1660% · dist_ema21: -0.150% |
| Force Relative | 25% | 0.3900 | rs_1h: 0.000% · rs_4h: -1.173% · rs_1d: 0.01% · rs_3d: -1.75% · beta_24h: 1.890 |
| Volume | 20% | 0.3839 | rvol_20: 1.32× · zscore_50: 0.075 · trend: -14.60% |
| Qualité Tendance | 15% | 0.5935 | ADX: 33.9 (trend) · Chop: 61.5 (neutral) |
| Volatilité | 10% | 1.0000 | ATR%: 2.538% (optimal 0.3–3 %) |
📌 Performance
MAE / MFE Analysis
Strat: BalanceBreakoutRegime (★
12h)
Initial Risk: -3.854%
(0.0256)
| Horizon | MFE % | MFE R | MAE % | MAE R | MFE/MAE | Candles |
|---|---|---|---|---|---|---|
| 1h | +0.964% | 0.3R | -0.964% | 0.3R | 1.0× | 12 |
| 2h | +1.355% | 0.4R | -0.964% | 0.3R | 1.4× | 24 |
| 4h | +1.355% | 0.4R | -1.701% | 0.4R | 0.8× | 48 |
| 8h | +2.319% | 0.6R | -1.701% | 0.4R | 1.4× | 96 |
| 12h ★ | +2.319% | 0.6R | -3.026% | 0.8R | 0.8× | 143 |
| 24h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 288 |
| 36h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 432 |
| 48h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 576 |
| 72h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 864 |
⏱ MFE in 1324 min
MAE in 829 min
✗ Adverse move came first
computed 2 weeks ago
Prediction
ML Trade Score: -100
ML Pullback Score: 1.91
Prediction Score: N/A
Contexte Multi-Timeframe (au signal)
ⓘ| TF | Direction | Phase | Structure | Strength | Momentum | Volatility | Regime | Tradability | PAQ | Move | Demand | Supply | BTC Corr | BTC Regime | BTC OutPerf | RS / BTC | Évalué à |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1d | ↔ neutral | transition | bullish_transition | strong | grind | compression | bear_high |
54%
|
noisy_chop 40% | mid | near -2.1ATR | — | 0.69 | bull_high | +4.55% | -0.43 | 27/10 20:00 |
| 4h | ↓ down | transition | bearish_transition | moderate | grind | normal | bear_high |
57%
|
noisy_chop 29% | early | — | — | 0.52 | range_high | -0.37% | -0.11 | 28/10 16:00 |
| 1h | ↔ neutral | range | range | strong | balanced | volatile_reversal | bear_high_confirmed |
49%
|
noisy_chop 43% | late | — | — | 0.69 | bear_medium | -0.95% | -0.21 | 28/10 21:00 |
| 15m | ↔ neutral | range | range | strong | fading | compression | bear_high_confirmed |
57%
|
choppy 52% | late | — | — | 0.71 | bear_low_confirmed | -1.19% | -0.33 | 28/10 21:45 |
| 5m | — | ||||||||||||||||
Contexte Multi-Timeframe (relation)
ⓘ| TF | Direction | Phase | Structure | Strength | Momentum | Mom. score | Volatility | Regime | Tradability | PAQ | Move | Demand | Supply | RVOL | Vol %ile | Vol Trend | Vol Zone | POC ATR | LVN | VP ref | BTC Corr | BTC Regime | BTC OutPerf | RS / BTC | Évalué à / Updated |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
1d
#444636
|
↔ neutral | transition | bullish_transition | strong | grind | 0.586 | compression | bear_high |
54%
|
noisy_chop 40% | mid 17b -1.0ATR | near -2.1ATR | — | 0.45 | 50% | ↓ -0.66 | above_value | +0.35 | — | #211848 | 0.69 | bull_high | +4.55% | -0.43 |
27/10 20:00
upd 28/10 20:20
|
|
4h
#444536
|
↓ down | transition | bearish_transition | moderate | grind | 0.513 | normal | bear_high |
57%
|
noisy_chop 29% | early 8b -0.1ATR | — | — | 1.32 | 43% | ↔ -0.03 | above_value | +0.35 | — | #211848 | 0.52 | range_high | -0.37% | -0.11 |
28/10 16:00
upd 28/10 20:14
|
|
1h
anchor #445343
|
↔ neutral | range | range | strong | balanced | 0.610 | volatile_reversal | bear_high_confirmed |
49%
|
noisy_chop 43% | late 5b -1.8ATR | — | — | 2.29 | 90% | ↔ +0.09 | below_value | -2.40 | inside | #212181 | 0.69 | bear_medium | -0.95% | -0.21 |
28/10 21:00
upd 28/10 22:11
|
|
15m
#445275
|
↔ neutral | range | range | strong | fading | 0.314 | compression | bear_high_confirmed |
57%
|
choppy 52% | late 18b -5.2ATR | — | — | 8.07 | 100% | ↑ +0.41 | above_value | +0.01 | — | #212048 | 0.71 | bear_low_confirmed | -1.19% | -0.33 |
28/10 21:45
upd 28/10 22:01
|
| 5m | Pas de snapshot | ||||||||||||||||||||||||
Source : table pivot
trade_context_snapshots — lit les colonnes SQL réelles
(donc évolue avec les futures features ajoutées à market_context_snapshots).
Move Maturity (au signal)
| TF | Direction | Maturity | Age (bars) | Age since BOS | Amplitude | Amp. %ile | Extension | Ext. %ile |
|---|---|---|---|---|---|---|---|---|
| 1d | ↓ down | mid | 17b | — | 4.273×ATR | p65 | -1.016×ATR | p56 |
| 4h | ↑ up | early | 8b | — | 1.486×ATR | p0 | -0.065×ATR | p2 |
| 1h | ↓ down | late | 5b | — | 4.639×ATR | p91 | -1.753×ATR | p80 |
| 15m | ↓ down | late | 18b | — | 7.321×ATR | p100 | -5.212×ATR | p100 |
Maturity — late : Amp ≥ p80 ou Ext/EMA9 ≥ p85 · mid : Amp ≥ p50 ou Ext/EMA9 ≥ p60 · Amp. %ile : amplitude du move depuis le dernier pivot (en ATR) vs historique des swings · Ext. %ile : écart prix/EMA9 normalisé ATR14 vs historique
Signal
BalanceBreakoutRegime - SELL
Indicators:
- long_trend: -1
- confidence: 0.7953
- reason: down_bo width=2.43×ATR dur=41b phase=fresh
- stop_price: 0.68981308
- tp_price: 0.60016731
- atr:
- score: 0.79525730337079
- exit_rules:
- expires_at: 2026-10-29T14:15:27.228144
- max_bars: 12
- max_bars_tf: 1h
- confidence_pre_ob: 0.79525730337079
Details
- 1H:
- 15m:
- 5m:
- btc_indicators ¸
- market_structures ¸
- market_structure_v2 ¸
- trend_analyzer_1h ¸
- orderbook_context
- obi_top5 : -0.0241
- obi_top10 : -0.1156
- micro_price : 0.66351317
- spread_pct : 0.030143
- mid_price : 0.6636
- bid_wall_price : 0.654
- bid_wall_size : 339450.214
- bid_wall_dist_atr :
- ask_wall_price : 0.667
- ask_wall_size : 263813.658
- ask_wall_dist_atr :
- snapshots_count : 5
- obi_top5_mean : -0.0247
- obi_top5_std : 0.0253
- pressure_side : neutral
- collection_mode : ws_rolling
- collection_ms : 7144
- aggregation_tick : 0.001
- error : ¸
- strategy_details
- strategy : balance_breakout_regime_strict
- strategy_details
- balance_zone_top:
0.70195
- balance_zone_bottom:
0.6755
- balance_zone_mid:
0.688725
- balance_zone_start_time:
1793095200
- balance_zone_end_time:
1793239200
- balance_zone_width_atr:
2.4309
- balance_zone_duration_bars:
41
- balance_zone_quality: tight
- balance_zone_maturity: established
- balance_zone_confidence:
0.7953
- balance_zone_state: leaving_balance
- balance_zone_breakout_direction: down
- balance_zone_breakout_phase: fresh
- balance_zone_breakout_time:
1793235600
- balance_zone_breakout_price:
0.6755
- strategy_details
- balance_metrics_inside_close_ratio:
0.8537
- balance_metrics_bars_since_breakout:
1
- balance_metrics_distance_to_edge_atr:
1.0385
- balance_metrics_has_retested:
- balance_metrics_retest_count:
0
- balance_metrics_touch_upper:
5
- balance_metrics_touch_lower:
5
- regime : bear_high
- atr_entry : 0.01088077 ¸
Signal Details
duration_bars
41
inside_close_ratio
0.8537
bars_since_breakout
1
distance_to_edge_atr
1.0385
Signaux confirmants (19)
| # | Heure | Entry | Δ |
|---|---|---|---|
| 1 | 22:15 | 0.66420000 | 0% |
| 2 | 22:26 | 0.66420000 | 0% |
| 3 | 22:37 | 0.66360000 | -0.09% |
| 4 | 22:46 | 0.66360000 | -0.09% |
| 5 | 22:55 | 0.66360000 | -0.09% |
| 6 | 23:06 | 0.66460000 | +0.06% |
| 7 | 23:16 | 0.66460000 | +0.06% |
| 8 | 23:25 | 0.66460000 | +0.06% |
| 9 | 23:35 | 0.65880000 | -0.813% |
| 10 | 23:44 | 0.65880000 | -0.813% |
| 11 | 23:53 | 0.65880000 | -0.813% |
| 12 | 00:05 | 0.65880000 | -0.813% |
| 13 | 00:36 | 0.66110000 | -0.467% |
| 14 | 00:45 | 0.66110000 | -0.467% |
| 15 | 00:54 | 0.66110000 | -0.467% |
| 16 | 01:04 | 0.66110000 | -0.467% |
| 17 | 01:14 | 0.66730000 | +0.467% |
| 18 | 01:23 | 0.66730000 | +0.467% |
| 19 | 01:33 | 0.66730000 | +0.467% |
Market Structure
Market Structure Score: 0
Market Structure V2
No Market Structure V2 data for this trade.
Trend Analyzer 1H
No Trend Analyzer data for this trade.
Orderbook Context
→ neutral
ws_rolling
5 snapshots
7144ms
Confidence avant OB :
80%
→
80%
Order Book Imbalance
OBI Top 5
-0.024
avg -0.025
± 0.025
OBI Top 10
-0.116
Microstructure
Mid Price
0.6636
Micro Price
0.6635
Spread
0.0301%
↑ Bid Wall (Support)
Price
0.6540
Size
339,450.21
↓ Ask Wall (Resistance)
Price
0.6670
Size
263,813.66
📌 Entry & Exit
| Entry | Stop Loss | Take Profit | RR | Current Price |
|---|---|---|---|---|
| 0.6642 | 0.6898 | 0.6002 | 2.5 | 0.449 |
Details
Click the "Sign Up" button in the top right corner and follow the registration process.
Pour calculer le Risk-Reward Ratio (RRR) sur un trade short, on utilise la formule :
RRR = Distance jusqu'au Take Profit ÷ Distance jusqu'au Stop Loss
Détails du trade:
- Entry 0.6642
- Stop Loss: 0.6898
- Take Profit: 0.6002
Calcul:
-
Risque (distance jusqu'au stop loss) :
SL - E = 0.6898 - 0.6642 = 0.0256
-
Récompense (distance jusqu'au take profit):
E - TP = 0.6642 - 0.6002 = 0.064
-
Risk-Reward Ratio:
RRR = TP_DIST / SL_DIST = 0.064 / 0.0256 = 2.5
📌 Position Size
| Amount | Margin | Quantity | Leverage |
|---|---|---|---|
| 207.4565 | 100 | 312.3404 | 2.00 |
Details
1. Déterminer le montant risqué sur ce trade
Risk Amount = Capital x Risk per trade
Paramètres:
- Account Size 100
- Risk per trade 8 %
Risk Amount = 100 x 0.08 = 8
Donc, tu es prêt à perdre 8$ maximum sur ce trade
2. Calcul Risk per Share / Nombre d'unité à acheter
Taille de position = Risk Amount / Distance Stop Loss
Taille de position USD = Taille de position x Entry Price
Paramètres:
- Risk Amount 8
- Distance Stop Loss 0.0256
Taille de position = 8 / 0.0256 = 312.5
Taille de position USD = 312.5 x 0.6642 = 207.56
Donc, tu peux acheter 312.5 avec un stoploss a 0.6898
Avec un position size USD de 207.56$
3. Calcul de la PERTE potentielle
Perte = Taille de position x Distance Stop Loss
Perte = 312.5 x 0.0256 = 8
Si Stop Loss atteint, tu perdras 8$
4. Calcul du GAIN potentielle
Gain = Taille de position x Distance Take Profit
Perte = 312.5 x 0.064 = 20
Si Take Profit atteint, tu gagneras 20$
Résumé
- Taille de position 312.5
- Taille de position USD 207.56
- Perte potentielle 8
- Gain potentiel 20
- Risk-Reward Ratio 2.5
📌 Peformances
| TP % Target | TP $ Target |
|---|---|
| 9.64 % | 19.99 $ |
| SL % Target | SL $ Target |
|---|---|
| 3.85 % | 8 $ |
| PNL | PNL % |
|---|---|
| -5.4 $ | -2.60 |
| Max Drawdown | Max Drawdown / SL Ratio | Candles in Entry |
|---|---|---|
| -3.0262 % | 78.51 % | 19 |
| Entry | Stop Loss | Take Profit | RR | Current Price |
|---|---|---|---|---|
| 0.6642 | 0.6898 | 0.6002 | 2.5 | 0.449 |
Details
Click the "Sign Up" button in the top right corner and follow the registration process.
Pour calculer le Risk-Reward Ratio (RRR) sur un trade short, on utilise la formule :
RRR = Distance jusqu'au Take Profit ÷ Distance jusqu'au Stop Loss
Détails du trade:
- Entry 0.6642
- Stop Loss: 0.6898
- Take Profit: 0.6002
Calcul:
-
Risque (distance jusqu'au stop loss) :
SL - E = 0.6898 - 0.6642 = 0.0256
-
Récompense (distance jusqu'au take profit):
E - TP = 0.6642 - 0.6002 = 0.064
-
Risk-Reward Ratio:
RRR = TP_DIST / SL_DIST = 0.064 / 0.0256 = 2.5
📌 ML Extra Data
Extra TP Data
Array
(
)
Extra SL data
Array
(
)
MAE / MFE Analysis
Strat: BalanceBreakoutRegime (★
12h)
Initial Risk: -3.854%
(0.0256)
| Horizon | MFE % | MFE R | MAE % | MAE R | MFE/MAE | Candles |
|---|---|---|---|---|---|---|
| 1h | +0.964% | 0.3R | -0.964% | 0.3R | 1.0× | 12 |
| 2h | +1.355% | 0.4R | -0.964% | 0.3R | 1.4× | 24 |
| 4h | +1.355% | 0.4R | -1.701% | 0.4R | 0.8× | 48 |
| 8h | +2.319% | 0.6R | -1.701% | 0.4R | 1.4× | 96 |
| 12h ★ | +2.319% | 0.6R | -3.026% | 0.8R | 0.8× | 143 |
| 24h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 288 |
| 36h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 432 |
| 48h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 576 |
| 72h | +13.339% | 3.5R | -6.489% | 1.7R | 2.1× | 864 |
⏱ MFE in 1324 min
MAE in 829 min
✗ Adverse move came first
computed 2 weeks ago
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