{
  "symbol": "BTC/USDT",
  "timeframe": "15m",
  "timestamp": "2026-04-11 17:26 KST",
  "last_price": 72700.0,
  "num_candles": 300,
  "stage1_analyses": {
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "neutral",
      "confidence": 0.58,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,700\ub294 7\uc77c \uace0\uc810 $73,450 \ub300\ube44 \uadfc\uc811\ud55c \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc774\uba70, \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911",
        "\ucd5c\uadfc \ud328\ud134 4\uac1c \uc911 bearish_engulfing\uc774 @296, @299\uc5d0\uc11c 2\ud68c \ubc1c\uc0dd\ud574 \ub2e8\uae30 \uacf5\uae09 \ubc18\uc751\uc774 \ubc18\ubcf5\ub428",
        "bear_score 2.10\uc774 bull_score 0.65\ubcf4\ub2e4 \ud06c\uac8c \ub192\uc544, \uce94\ub4e4 \uae30\uc900 \ub2e8\uae30 \ud558\ubc29 \uc555\ub825\uc774 \uc6b0\uc138",
        "\ud604\uc7ac\uac00 $72,700\uac00 EMA20 $72,744.98 \uc544\ub798\uc5d0 \uc788\uc5b4 \ucd08\ub2e8\uae30 \ubaa8\uba58\ud140\uc774 \uc57d\ud654\ub41c \uc0c1\ud0dc",
        "\ub2e4\ub9cc EMA120 $72,543.20 \ubc0f EMA240 $72,226.30 \uc704\uc5d0\uc11c \uc720\uc9c0\ub418\uc5b4 \uad6c\uc870 \ubd95\uad34 \uc804 \ub418\ub3cc\ub9bc setup \uc131\uaca9\uc774 \uac15\ud568"
      ],
      "reasoning": "15\ubd84 \uae30\uc900 BTC\ub294 \ud604\uc7ac\uac00 $72,700\uac00 EMA120 $72,543.20, EMA240 $72,226.30 \uc704\uc5d0 \uc788\uc5b4 \ud655\uc778\ub41c \uad6c\uc870 \uc790\uccb4\ub294 \uc544\uc9c1 \uc0c1\uc2b9 \uc6b0\uc704\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \ucd5c\uadfc 4\uac1c \ud328\ud134 \uc911 bearish_engulfing\uc774 \ub450 \ucc28\ub840(@296, @299) \uac80\ucd9c\ub410\uace0 bear_score 2.10\uc774 bull_score 0.65\ub97c \ud06c\uac8c \uc0c1\ud68c\ud574, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc0c1\ub2e8 \uc800\ud56d\ub300\uc5d0\uc11c \ub9e4\ub3c4 \uc555\ub825\uc774 \ub354 \ub69c\ub837\ud569\ub2c8\ub2e4. hammer@297\ub3c4 \uc874\uc7ac\ud558\uc9c0\ub9cc pattern_quality \ucd5c\uace0\uac12\uc774 0.558\uc5d0 \uadf8\uce58\uace0 \uace0\uac70\ub798\ub7c9 \ud655\uc778\uc774 \uc5c6\uc5b4 \ubc18\uc804 \uc2e0\ub8b0\ub3c4\ub294 \uc81c\ud55c\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 bullish\uc9c0\ub9cc, $73,450 \uc8fc\uac04 \uace0\uc810 \uc800\ud56d \uc544\ub798\uc5d0\uc11c\ub294 \uba3c\uc800 $72,543~$72,226 \uc9c0\uc9c0 \uc7ac\uc2dc\ud5d8\uc744 \ub178\ub9ac\ub294 bearish setup\uc774 \ub354 \ud604\uc2e4\uc801\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72543.2,
          72226.3,
          70428.0
        ],
        "resistance": [
          72744.98,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00",
      "risk_scenario": "$73,450\ub97c 15\ubd84 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\uba74 \ucd5c\uadfc bearish engulfing \ud574\uc11d\uc740 \uc2e4\ud328\ud558\uba70, \ub2e8\uae30 \uc20f setup\uc740 \ubb34\ud6a8\ud654\ub418\uace0 \uc0c1\ubc29\uc740 \uc8fc\uac04 \uace0\uc810 \ub3cc\ud30c \ucd94\uc138 \uc5f0\uc7a5\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,543 \uc774\ud0c8 \uc2dc \uad6c\uc870\ub294 \uc989\uc2dc \uc57d\ud654\ub418\uace0, $72,226\uae4c\uc9c0 \ud558\ub77d \uc555\ub825\uc774 \ud655\ub300\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 158,
        "recent_patterns": 4,
        "pattern_list": [
          "hammer@297",
          "bearish_engulfing@296",
          "bearish_engulfing@299",
          "bearish_harami@294"
        ],
        "atr_value": 99.19,
        "vol_avg_20": 699.79,
        "high_volume_patterns": [],
        "pattern_candidates": [
          {
            "pattern": "hammer",
            "signal": "bullish",
            "pattern_quality": 0.558,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.486,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.484,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_harami",
            "signal": "bearish",
            "pattern_quality": 0.419,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.558,
        "bull_score": 0.65,
        "bear_score": 2.1
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bullish",
      "confidence": 0.8,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.804,
      "setup_signals": [
        "\uac00\uaca9\uc774 EQ $73,008.20 \uc544\ub798 \ud560\uc778(discount) \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \ub871 \uc14b\uc5c5 \uc6b0\uc704",
        "\uac15\uc138 CHoCH\uac00 $71,533.00\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ub4a4, \uac15\uc138 BOS\uac00 $72,517.90 \uc0c1\ud5a5 \ub3cc\ud30c\ub85c \ud655\uc778\ub428",
        "\ucd94\uac00 \uac15\uc138 CHoCH\uac00 $72,350.00\uc5d0\uc11c \uc7ac\ubc1c\uc0dd\ud558\uc5ec \ud558\ub77d \uad6c\uc870 \uc885\ub8cc \ud6c4 \uc7ac\uc0c1\uc2b9 \uc758\ub3c4\uac00 \uac15\ud654\ub428",
        "\uc774\uc804 \uc77c\uace0\uc810 $73,128.00\ub97c \uc774\ubbf8 \ub3cc\ud30c\ud574 buy-side liquidity\ub97c \uc9d1\ud589\ud55c \ub4a4\uc5d0\ub3c4 \uad6c\uc870\uac00 \ubb34\ub108\uc9c0\uc9c0 \uc54a\uc74c",
        "\ud604\uc7ac \uc0c1\uc2b9 retracement \uae30\uc900 87.2%\uc758 \uae4a\uc740 \ub418\ub3cc\ub9bc \uc0c1\ud0dc\ub85c, \ud560\uc778 \uc601\uc5ed \uc7ac\uc9c4\uc785 \ud6c4 \uc7ac\uc0c1\uc2b9 \uc14b\uc5c5\uc5d0 \ud574\ub2f9",
        "EMA120 $72,543.20 \ubc0f EMA240 $72,226.30 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \uc911\uae30 \uad6c\uc870\ub294 \uc5ec\uc804\ud788 \uc0c1\ubc29 \uc720\uc9c0"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870\uc0c1 \ucd5c\uadfc \uc2dc\ud000\uc2a4\ub294 $72,350.00 \uac15\uc138 CHoCH\uc640 \uadf8 \uc774\uc804 $72,517.90 \uac15\uc138 BOS\ub97c \ud1b5\ud574 \uc0c1\ubc29 \uad6c\uc870\uac00 \uc7ac\ud655\uc778\ub41c \uc0c1\ud0dc\uc774\ubbc0\ub85c structure_bias\ub294 \uac15\uc138\ub85c \ud310\ub2e8\ud569\ub2c8\ub2e4. \ud604\uc7ac \uac00\uaca9 $72,700.00\uc740 EQ $73,008.20 \uc544\ub798\uc758 discount \uad6c\uac04\uc5d0 \uc788\uace0, range low $72,566.40 \uc778\uadfc\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \uae30\uad00 \uc785\uc7a5\uc5d0\uc11c\ub294 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5 \uc804 \uc7ac\ub9e4\uc9d1 \uad6c\uac04\uc73c\ub85c \ud574\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ubbf8\uccb4\uacb0 FVG\uac00 0\uac1c\uc774\uace0 \ud65c\uc131 OB\ub3c4 \uc5c6\uc5b4\uc11c \uc544\uc8fc \uacf5\uaca9\uc801\uc778 \uc989\uc2dc \ucd94\uc138 \uac00\uc18d\ubcf4\ub2e4\ub294, $72,566.40~$72,517.90 \uc9c0\uc9c0 \ud655\uc778 \ud6c4 $72,921.50, $73,128.00, $73,450.00 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5 \uc2dc\ub098\ub9ac\uc624\uac00 \ub354 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,350.00 \uc544\ub798\ub85c \ubc00\ub9ac\uba74 \uac00\uc7a5 \ucd5c\uadfc \uac15\uc138 CHoCH\uc758 \ud6a8\ub825\uc774 \uc57d\ud654\ub418\uc5b4 \ub2e8\uae30 \ub871 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72566.4,
          72517.9,
          72350.0,
          71533.0,
          70470.2
        ],
        "resistance": [
          72921.5,
          73008.2,
          73128.0,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72350.00",
      "risk_scenario": "$72,350.00 \uc774\ud0c8 \uc2dc \ucd5c\uadfc \uac15\uc138 CHoCH\uac00 \uc2e4\ud328\ud55c \uac83\uc73c\ub85c \ud574\uc11d\ub418\uba70, \uac00\uaca9\uc740 $72,517.90 \ud558\ub2e8 \uc548\ucc29 \uc774\ud6c4 $71,539.90 \ubc0f $71,533.00 \uad6c\uc870 \ub808\ubca8 \uc7ac\uc2dc\ud5d8\uc73c\ub85c \ud655\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ud604\uc7ac\uc758 \ud560\uc778 \ub9e4\uc218 \uc14b\uc5c5\uc740 \ud568\uc815\uc774 \ub418\uace0, \uc774\uc804 \ud558\ub77d \uad6c\uc870 \ubcf5\uadc0 \uac00\ub2a5\uc131\uc774 \ub192\uc544\uc9d1\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "order_blocks_total": 1,
        "confirmed_bullish_ob": 0,
        "confirmed_bearish_ob": 0,
        "candidate_bullish_ob": 1,
        "candidate_bearish_ob": 0,
        "active_bullish_ob": 0,
        "active_bearish_ob": 0,
        "nearest_bull_ob_range": {
          "bottom": 70470.2,
          "top": 70795.7,
          "quality": "candidate",
          "score": 0.518
        },
        "nearest_bear_ob_range": null,
        "active_bullish_ob_list": [],
        "active_bearish_ob_list": [],
        "ob_mitigated_count": 2,
        "unfilled_bull_fvg_count": 0,
        "unfilled_bear_fvg_count": 0,
        "bull_fvg_ranges": [],
        "bear_fvg_ranges": [],
        "fvg_open_count": 0,
        "fvg_mitigated_count": 59,
        "fvg_open_zones": [],
        "bos_choch_events": [
          "CHoCH_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "CHoCH_bullish"
        ],
        "bos_choch_levels": [
          {
            "type": "CHoCH_bearish",
            "level": 70666.0
          },
          {
            "type": "CHoCH_bullish",
            "level": 71533.0
          },
          {
            "type": "BOS_bullish",
            "level": 72517.9
          },
          {
            "type": "CHoCH_bearish",
            "level": 71701.3
          },
          {
            "type": "BOS_bearish",
            "level": 71539.9
          },
          {
            "type": "CHoCH_bullish",
            "level": 72350.0
          }
        ],
        "bos_sequence": [
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "CHoCH_bullish"
        ],
        "consecutive_bull_bos": 0,
        "consecutive_bear_bos": 0,
        "recent_liq_sweeps": [],
        "recent_sweep_levels": [],
        "liquidity_resting": [],
        "current_zone": "discount",
        "eq_level": 73008.2,
        "range_high": 73450.0,
        "range_low": 72566.4,
        "bull_score": 9.2,
        "bear_score": 6.9,
        "setup_bias": "bullish",
        "setup_score": 0.804,
        "setup_signals": [
          "bullish CHoCH above $71,533.00",
          "bullish BOS above $72,517.90",
          "bullish CHoCH above $72,350.00",
          "deep retracement 87.2% in discount zone",
          "broken previous day high $73,128.00"
        ],
        "retracement_direction": "bullish",
        "current_retracement_pct": 87.2,
        "deepest_retracement_pct": 110.8,
        "previous_day_high": 73128.0,
        "previous_day_low": 70887.8,
        "broken_prev_high": true,
        "broken_prev_low": false,
        "sessions": {
          "London": {
            "active": false,
            "high": null,
            "low": null
          },
          "New York": {
            "active": true,
            "high": 72921.5,
            "low": 72566.4
          },
          "Asian kill zone": {
            "active": false,
            "high": null,
            "low": null
          }
        }
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.6,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ucd5c\uadfc \uc2a4\uc719 \uace0\uc810\uc774 $72,790.9(idx 295)\ub85c \ud615\uc131\ub41c \ub4a4 \ud604\uc7ac\uac00 $72,700\uac00 \uadf8 \uc544\ub798\uc5d0 \uba38\ubb3c\ub7ec \ub2e8\uae30 buy-side sweep \uc774\ud6c4 \ub418\ubc00\ub9bc \uac00\ub2a5\uc131\uc774 \uc788\uc2b5\ub2c8\ub2e4",
        "\ud604\uc7ac\uac00\ub294 7\uc77c \ub808\uc778\uc9c0 \uc911\ub2e8\uac12(EQ)\uc778 \uc57d $71,939 \ubd80\uadfc \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc18c\uc9c4 \ud6c4 \uc870\uc815 \uc138\ud305\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4",
        "\uac00\uaca9\uc774 EMA20 $72,744.98 \uc544\ub798\uc5d0 \uc788\uc73c\ub098 EMA120 $72,543.20 \uc704\uc5d0 \uc788\uc5b4, \ucd94\uc138 \uc804\ud658 \ud655\uc815\ubcf4\ub2e4 \ub2e8\uae30 \uacfc\uc5f4 \ud574\uc18c\uc131 \ub418\ub3cc\ub9bc \uac00\ub2a5\uc131\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4",
        "\uc5c4\uaca9 \uae30\uc900 corrective \ud6c4\ubcf4\uac00 bearish A-B-C\uc774\uba70 wave_quality 0.6, B \ub418\ub3cc\ub9bc \ube44\uc728 0.53\uc73c\ub85c \uac00\uc7a5 \uc2e0\ub8b0\ub3c4 \ub192\uc740 \ub2e8\uae30 \uc870\uc815 \uc2dc\ub098\ub9ac\uc624\uac00 \ud65c\uc131\ud654\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4",
        "7\uc77c \uace0\uc810 $73,450 \uc800\ud56d\uc774 \ubc14\ub85c \uc704\uc5d0 \ub0a8\uc544 \uc788\uc5b4 \uc0c1\uc2b9 \uc5ec\ub825\ubcf4\ub2e4 \uc0c1\ub2e8 \uacf5\uae09 \ubc18\uc751\uc744 \uba3c\uc800 \ud655\uc778\ud574\uc57c \ud558\ub294 \uad6c\uac04\uc785\ub2c8\ub2e4"
      ],
      "reasoning": "\ud604\uc7ac 15\ubd84 BTC\ub294 \ud655\uc778\ub41c \ucda9\uaca9\ud30c \uc5f0\uc7a5\ubcf4\ub2e4\ub294 \uc870\uc815 \uad6d\uba74 \ud574\uc11d\uc774 \ub354 \uc6b0\uc138\ud569\ub2c8\ub2e4. \uc720\uc77c\ud55c bullish impulse \ud6c4\ubcf4\ub294 201\u2192224 \uad6c\uac04\uc5d0\uc11c $71,382.1 \u2192 $71,840.8 \u2192 $71,960.5 \u2192 $72,467.3 \u2192 $71,868.5\ub85c \uc9d1\uacc4\ub410\uc9c0\ub9cc, w3 extension\uc774 1.1\uc5d0 \ubd88\uacfc\ud558\uace0 wave_quality\uac00 0.5\ub85c \uac15\ud55c 3\ud30c \ud655\uc7a5 \uad6c\uc870\ub85c \ubcf4\uae30\uc5d4 \ubd80\uc871\ud569\ub2c8\ub2e4. \ubc18\uba74 \ud604\uc7ac\uac00\ub294 \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9 \uc544\ub798\uc774\uace0 EMA20 $72,744.98\ub3c4 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud574, \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc544\uc9c1 \uba85\ud655\ud55c \uc0c1\uc2b9 5\ud30c \uc7ac\uac1c \ud655\uc778\uc774 \uc5c6\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 \uc911\ub9bd\uc774\uc9c0\ub9cc, \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed \ubc0f \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4\uc758 \ub418\ubc00\ub9bc \uac00\ub2a5\uc131 \ub54c\ubb38\uc5d0 setup_bias\ub294 \uc57d\ud55c \ud558\ubc29\uc73c\ub85c \ubd05\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72543.2,
          72226.3,
          71868.5,
          70428.0
        ],
        "resistance": [
          72744.98,
          72790.9,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.0",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $72,790.9 \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810\uc744 \ud68c\ubcf5\ud558\uace0 EMA20 $72,744.98 \uc704\uc5d0\uc11c \uc548\ucc29\ud55c \ub4a4 $73,450\uae4c\uc9c0 \ub3cc\ud30c\ud55c\ub2e4\uba74, \ud604\uc7ac\uc758 bearish corrective \ud574\uc11d\uc740 \ubb34\ud6a8\ud654\ub418\uace0 \ub354 \ud070 bullish 3\ud30c \ub610\ub294 5\ud30c \uc5f0\uc7a5 \uc2dc\ub098\ub9ac\uc624\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,543.2 EMA120 \uc774\ud0c8 \uc2dc\uc5d0\ub294 \uc870\uc815\uc774 $72,226.3 EMA240, \ub098\uc544\uac00 \uc774\uc804 \ucda9\uaca9\ud30c \uc885\uc810\uc778 $71,868.5 \uc7ac\uc2dc\ud5d8\uc73c\ub85c \ud655\ub300\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "wave_count_summary": "1 impulse + 16 corrective",
        "current_wave_position": "unknown",
        "impulse_candidates_found": 1,
        "corrective_candidates_found": 3,
        "swing_points_used": 47,
        "last_swing": {
          "idx": 295,
          "price": 72790.9,
          "type": "high"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bullish",
            "wave_quality": 0.5,
            "tier": "candidate",
            "w3_extension": 1.1
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.53
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.68
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.41
          }
        ],
        "wave_count_confidence": 0.6,
        "alternate_count_present": true,
        "latest_impulse": {
          "direction": "bullish",
          "w3_extension": 1.1,
          "w2_retracement": -0.261,
          "fib_ideal_w2": false,
          "fib_ideal_w3": false,
          "wave_price_points": [
            71382.1,
            71840.8,
            71960.5,
            72467.3,
            71868.5
          ],
          "start_to_end_idx": [
            201,
            224
          ]
        }
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.62,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,700.00\ub294 \ucd5c\uadfc 50\uad6c\uac04 \ubc94\uc704 \ud558\ub2e8 $72,566.40~\uc0c1\ub2e8 $73,450.00\uc758 \uc911\ud558\ub2e8\uc5d0 \uc788\uc73c\ub098, EMA20 $72,744.98 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc704\uac00 \ub0a8\uc544 \uc788\uc74c",
        "7\uc77c \uace0\uc810 $73,450.00\uc774 \ucd5c\uadfc \ubc94\uc704 \uc0c1\ub2e8\uc774\uc790 \ub69c\ub837\ud55c \uc800\ud56d\uc73c\ub85c \uc791\uc6a9\ud558\uba70, \uc774 \uad6c\uac04 \uc7ac\ud14c\uc2a4\ud2b8 \uc2dc \ub9e4\ub3c4 \ubc18\uc751 \uac00\ub2a5\uc131\uc774 \ub192\uc74c",
        "\ud604\uc7ac\uac00\uc640 range_low_50 $72,566.40\uc758 \uac04\uaca9\uc774 \uc57d $133.60\uc73c\ub85c \uc9e7\uc544 \ud558\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \uac00\ub2a5\uc131\uc774 \uc5f4\ub824 \uc788\uc74c",
        "EMA120 $72,543.20 \uc704, EMA240 $72,226.30 \uc704\uc5d0\uc11c \ubc84\ud2f0\uace0 \uc788\uc5b4 \uc911\uae30 \ucd94\uc138\ub294 \uc544\uc9c1 \ubd95\uad34\ub418\uc9c0 \uc54a\uc558\uc9c0\ub9cc, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ud3c9\uade0\ud68c\uadc0 \uc555\ub825\uc774 \uc6b0\uc138\ud568",
        "patterns_found 0\uc73c\ub85c \uc720\ud6a8\ud55c XABCD \ud558\ubaa8\ub2c9 PRZ\uac00 \ud655\uc778\ub418\uc9c0 \uc54a\uc544 \ubc18\uc804 \ud655\ub960\uc740 \uad6c\uc870 \ud655\uc815\ubcf4\ub2e4 \uc218\ud3c9 \ub808\ubca8 \ubc18\uc751\uc5d0 \ub354 \uc758\uc874\ud558\ub294 \ud658\uacbd\uc784"
      ],
      "reasoning": "\uc774\ubc88 \uc2a4\uce94\uc5d0\uc11c\ub294 swing high 23\uac1c, swing low 24\uac1c\ub97c \uc810\uac80\ud588\uc9c0\ub9cc \uc720\ud6a8\ud55c Gartley, Bat, Butterfly, Crab \ud328\ud134\uc740 0\uac1c\ub85c, \ud604\uc7ac \uad6c\uac04\uc5d0\ub294 \uc2e0\ub8b0\ud560 \ub9cc\ud55c \ud558\ubaa8\ub2c9 PRZ\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $72,700.00\uac00 EMA120 $72,543.20 \ubc0f EMA240 $72,226.30 \uc704\uc5d0 \uc788\uc5b4 \uc911\uae30 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc644\uc804\ud788 \uae68\uc84c\ub2e4\uace0 \ubcf4\uae30 \uc5b4\ub835\uc9c0\ub9cc, EMA20 $72,744.98 \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \uad6c\uc870\ub294 \ud655\uc815\uc801 \uc0c1\uc2b9\uc73c\ub85c \ubcf4\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc 50\uad6c\uac04 \ubc94\uc704\ub294 $72,566.40~$73,450.00\uc774\uba70 \ud604\uc7ac\uac00\ub294 \ud558\ub2e8\uc5d0 \ub354 \uac00\uae5d\uae30 \ub54c\ubb38\uc5d0, \uc6b0\uc120 $72,566.40 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4 \ubc18\uc751\uc744 \ud655\uc778\ud574\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 \uc911\ub9bd, \ub2e4\ub9cc $73,450.00 \uc800\ud56d\uacfc EMA20 \uc544\ub798 \ub20c\ub9bc\uc744 \uac10\uc548\ud55c \uc2e4\ud589 setup_bias\ub294 \uc57d\ud55c \ud558\ubc29 \uc6b0\uc704\ub85c \ud310\ub2e8\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72566.4,
          72543.2,
          72226.3,
          70428.0
        ],
        "resistance": [
          72744.98,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,450.00\ub97c \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74, \ud604\uc7ac\uc758 \ub2e8\uae30 \uc57d\uc138 setup\uc740 \ubb34\ud6a8\ud654\ub418\uba70 \uc800\ud56d \ub3cc\ud30c \uae30\ubc18\uc758 \ucd94\uc138 \uc5f0\uc7a5\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,566.40\uc640 EMA120 $72,543.20\uac00 \ub3d9\uc2dc\uc5d0 \uc774\ud0c8\ub418\uba74, \uc911\ub9bd \uad6c\uc870\ub3c4 \ud558\ubc29\uc73c\ub85c \uae30\uc6b8\uba70 $72,226.30 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 0,
        "swing_highs_scanned": 23,
        "swing_lows_scanned": 24,
        "price_pct_in_range": 15.1,
        "range_high_50": 73450.0,
        "range_low_50": 72566.4,
        "range_size": 883.6
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.71,
      "structure_bias": "bullish",
      "setup_bias": "neutral",
      "setup_score": 0.58,
      "setup_signals": [
        "\ud604\ubb3c \uac00\uaca9 $72,700\uac00 EMA120 $72,543.20 \ubc0f EMA240 $72,226.30 \uc704\uc5d0\uc11c \uc720\uc9c0\ub418\uc5b4 \uc0c1\uc704 \uad6c\uc870\ub294 \uac15\uc138 \uc720\uc9c0",
        "EMA20 $72,744.98 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ubc38\ub958 \uc0c1\ub2e8/\ubbf8\uc138 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uc800\ud56d \ubc18\uc751\uc774 \uc874\uc7ac",
        "OI trend 0.814\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \uac15\ud55c\ub370, funding pressure 0.500\uc73c\ub85c \uacfc\uc5f4 \ub871\uc740 \uc544\ub2d8",
        "CVD divergence 0.850\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \ucc38\uc5ec\uac00 \uc6b0\ud638\uc801\uc774\uc5b4\uc11c 4-8\uc2dc\uac04 \uc120\ud589 \uae30\uc900 \ucd94\uac00 \uc0c1\ubc29 \uc2dc\ub3c4 \uac00\ub2a5\uc131",
        "Long/Short imbalance 0.707\uc774\uc9c0\ub9cc positioning_extreme\uac00 balanced\ub77c \uadf9\ub2e8\uc801 \uad70\uc911 \ub871\uc73c\ub85c \ud574\uc11d\ub418\uc9c0\ub294 \uc54a\uc74c",
        "\ud558\ub2e8 \uc720\ub3d9\uc131\uc740 $71,300\uc5d0 1008 BTC, $69,900\uc5d0 1547 BTC, $69,800\uc5d0 1258 BTC\uac00 \uc313\uc5ec \uc788\uc5b4 \ub2e8\uae30 \ub20c\ub9bc \uc2dc \uba3c\uc800 \ud558\ubc29 \uc2a4\uc715\uc774 \ub098\uc62c \uc218 \uc788\uc74c",
        "\uc0c1\ub2e8 \uc720\ub3d9\uc131\uc740 $75,600~$75,700\uc5d0 1357~1360 BTC\ub85c \uc9d1\uc911\ub418\uc5b4 \uc788\uc5b4 \uad6c\uc870 \uc720\uc9c0 \uc2dc \ub2e4\uc74c \uc790\uc11d \uac00\uaca9\ub300\ub85c \uc791\ub3d9"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c BTC\ub294 \ud604\uc7ac\uac00 $72,700\uc774 EMA120 $72,543.20\uacfc EMA240 $72,226.30 \uc704\uc5d0 \uc788\uace0, 24\uc2dc\uac04 \uae30\uc900 +1.52% \uc0c1\uc2b9\ud55c \uc0c1\ud0dc\uc5ec\uc11c 15\ubd84 \uad6c\uc870\ub294 \uc5ec\uc804\ud788 \uac15\uc138\ub85c \ubd05\ub2c8\ub2e4. \ud30c\uc0dd \uce21\uba74\uc5d0\uc11c\ub294 OI trend 0.814\uc640 CVD divergence 0.850 \uc870\ud569\uc774 \uac00\uc7a5 \uc911\uc694\ud558\uba70, \uc774\ub294 \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \uc2e4\uc9c8 \ub9e4\uc218 \ucc38\uc5ec\ub97c \ub3d9\ubc18\ud558\uace0 \uc788\uc74c\uc744 \uc2dc\uc0ac\ud574 \ud5a5\ud6c4 4-8\uc2dc\uac04 \uc0c1\ubc29 \ucd94\uc138 \uc9c0\uc18d \uac00\ub2a5\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. \ub2e4\ub9cc funding pressure 0.500, basis -0.0558%\ub85c \uacfc\uc5f4\uc740 \uc544\ub2c8\uc9c0\ub9cc \uc644\uc804\ud55c \ucd94\uc138 \ud655\uc2e0 \uad6c\uac04\ub3c4 \uc544\ub2c8\uace0, \uac00\uaca9\uc774 EMA20 $72,744.98 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4\ub294 \ub20c\ub9bc \uc774\ud6c4 \uc7ac\uc0c1\uc2b9\uc774 \ub354 \uae54\ub054\ud55c \uc138\ud305\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 \uac15\uc138\uc9c0\ub9cc, \uc989\uc2dc \uc9c4\uc785 \uad00\uc810\uc758 \uc138\ud305\uc740 \uc911\ub9bd\uc73c\ub85c \ub450\uace0 $72,543~$72,226 \uc9c0\uc9c0 \ud655\uc778 \ud6c4 $73,450 \uc7ac\ub3c4\uc804, \uc774\ud6c4 $75,600~$75,700 \uc720\ub3d9\uc131 \ud761\uc785 \uc2dc\ub098\ub9ac\uc624\ub97c \uc6b0\uc120\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72543.2,
          72226.3,
          71300,
          69900,
          69800
        ],
        "resistance": [
          72744.98,
          73450,
          75600,
          75700
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71300",
      "risk_scenario": "$71,300 \uc9c0\uc9c0\uac00 \uc774\ud0c8\ub418\uba74 \uc0c1\ubc29 \uad6c\uc870 \uc720\uc9c0 \ub17c\ub9ac\uac00 \uc57d\ud574\uc9c0\uace0, \uc544\ub798 \ub300\uae30 \uc720\ub3d9\uc131\uc778 $69,900 \ubc0f $69,800\uc744 \uba3c\uc800 \uccad\uc0b0\ud558\ub294 \ub871 \uc5b8\uc640\uc778\ub529 \uc2dc\ub098\ub9ac\uc624\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 rising OI\uac00 \uc2e0\uaddc \ub871 \uc720\uc785\uc774 \uc544\ub2c8\ub77c \uc798\ubabb\ub41c \uc0c1\ub2e8 \ucd94\uaca9 \ud3ec\uc9c0\uc158\uc73c\ub85c \ud574\uc11d\ub418\uba70, \ubc18\ub4f1 \uc2e4\ud328 \uc2dc $70,428 \uc8fc\uac04 \uc800\uc810 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\ub3c4 \uc5f4\ub9bd\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.85,
        "oi_trend": 0.814,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.707,
        "spot_futures_basis_score": 0.486,
        "spot_futures_basis_pct": -0.0558,
        "aggregate_score": 0.671,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            71300,
            1008.23458275
          ],
          [
            69900,
            1547.8438970000002
          ],
          [
            69800,
            1258.027211
          ]
        ],
        "liq_above": [
          [
            75600,
            1357.1630830000001
          ],
          [
            75700,
            1360.1676260000002
          ],
          [
            79900,
            1035.18413375
          ]
        ],
        "strongest_liq_level": 65400,
        "fragility_score": 0.572,
        "positioning_extreme": "balanced"
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.65,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,700\uc774 \ucd5c\uadfc \ud558\ub77d \uc2a4\uc719($73,066\u2192$72,566)\uc758 ret_0.236 $72,684.35\ub97c \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70, \ubc18\ub4f1 \uac15\ub3c4\uac00 \uc544\uc9c1 \uc57d\ud568",
        "\ud604\uc7ac\uac00\ub294 EQ(0.5)\uc778 $72,816.30 \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ud560\uc778 \uad6c\uac04\uc5d0 \uac00\uae5d\uc9c0\ub9cc, \uc0c1\ub2e8 \uc800\ud56d \ubc00\uc9d1\ub300 $72,757.32~$72,875.28\uc5d0\uc11c \uacf5\uae09 \ubc18\uc751 \uac00\ub2a5\uc131\uc774 \ud07c",
        "0.382 $72,757.32, 0.5 $72,816.30, 0.618 $72,875.28\uac00 \ubaa8\ub450 \uace0\ubc00\ub3c4 \ud074\ub7ec\uc2a4\ud130(cluster_score 1.0)\ub85c \uc911\ucca9\ub418\uc5b4 \uc0c1\ubc29 \ub3cc\ud30c \uc804\uae4c\uc9c0\ub294 \ub9e4\ub3c4 \uc555\ub825 \uc6b0\uc138",
        "\uac00\uc7a5 \uc911\uc694\ud55c \ud669\uae08\ube44 0.618 $72,875.28\uc774 \ud604\uc7ac\uac00 \ub300\ube44 \uc57d 0.24% \uc704\uc5d0 \uc788\uc5b4, \ub2e8\uae30 \ubc18\ub4f1\uc774 \ub098\uc624\ub354\ub77c\ub3c4 \ud574\ub2f9 \uad6c\uac04\uc740 \uace0\ud655\ub960 \ub418\ub3cc\ub9bc \uc800\ud56d",
        "\ud558\ub2e8\uc5d0\ub294 ext_1.0 $72,566.40, ext_1.272 $72,430.45, ext_1.618 $72,257.52\ub85c \uc774\uc5b4\uc9c0\ub294 \ud655\uc7a5 \uc9c0\uc9c0/\ubaa9\ud45c\uac00 \uc5f4\ub824 \uc788\uc5b4, ret_0.236 \uc774\ud0c8 \uc2dc \ud558\ubc29 \uc5f0\uc7a5 \uac00\ub2a5"
      ],
      "reasoning": "\ud604\uc7ac BTC\ub294 15\ubd84\ubd09 \uae30\uc900 \ucd5c\uadfc \ud558\ub77d \uc2a4\uc719 $73,066\u2192$72,566\uc5d0 \ub300\ud55c \ub418\ub3cc\ub9bc \uad6c\uac04\uc5d0\uc11c ret_0.236 $72,684.35\ub97c \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70, fib_reaction_state\uac00 testing\uc774\uace0 \ubc18\uc751 \ud655\ub960\uc740 0.65\ub85c \ub098\ud0c0\ub0a9\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 EMA20 $72,744.98, EMA120 $72,543.20, EMA240 $72,226.30\uc774 \uc11c\ub85c \uadfc\uc811\ud558\uace0 \ud604\uc7ac\uac00\ub3c4 \uadf8 \uc0ac\uc774\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \uba85\ud655\ud55c BOS\ub098 \ucd94\uc138 \ud655\uc815\uc73c\ub85c \ubcf4\uae30 \uc5b4\ub824\uc6cc structure_bias\ub294 \uc911\ub9bd\uc785\ub2c8\ub2e4. \ub2e4\ub9cc setup \uad00\uc810\uc5d0\uc11c\ub294 0.382 $72,757.32, 0.5 $72,816.30, \ud2b9\ud788 \ud669\uae08\ube44 0.618 $72,875.28\uae4c\uc9c0 \uc800\ud56d\ub300\uac00 \ucd18\ucd18\ud558\uac8c \uacb9\uccd0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ubc18\ub4f1 \uc2dc \ub9e4\ub3c4 \uc6b0\uc704\uc758 \ubca0\uc5b4\ub9ac\uc2dc \uc14b\uc5c5\uc774 \ub354 \ub69c\ub837\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,684.35\ub97c \uc720\uc9c0\ud558\uc9c0 \ubabb\ud558\uba74 $72,566.40 \ubc0f $72,430.45\uae4c\uc9c0 \ud655\uc7a5 \ud558\ub77d\uc774 \uc5f4\ub9ac\uba70, $72,875.28\uc744 \uba85\ud655\ud788 \ud68c\ubcf5\ud574\uc57c\ub9cc \uc774 \ub2e8\uae30 \ud558\ubc29 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72684.35,
          72566.4,
          72430.45
        ],
        "resistance": [
          72757.32,
          72816.3,
          72875.28
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72875.28",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $72,875.28(0.618)\uc744 \uac15\ud558\uac8c \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74, \ud604\uc7ac\uc758 \ub2e8\uae30 \ubca0\uc5b4\ub9ac\uc2dc \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uba70 \ub2e4\uc74c \uc800\ud56d\uc778 $72,959.24(0.786) \ubc0f 7\uc77c \uace0\uc810 $73,450.00 \uc7ac\uc2dc\ud5d8 \uc2dc\ub098\ub9ac\uc624\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,684.35 \uc774\ud0c8 \uc2dc\uc5d0\ub294 $72,566.40 \uc544\ub798 \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 $72,430.45~$72,257.52 \ud655\uc7a5 \uad6c\uac04\uae4c\uc9c0 \ube60\ub974\uac8c \ubc00\ub9b4 \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "High\u2192Low: $73,066 \u2192 $72,566",
        "direction": "down",
        "nearest_fib": "ret_0.236",
        "nearest_fib_price": 72684.35,
        "nearest_fib_distance": 0.02,
        "golden_ratio_level": 72875.28,
        "fib_ret_382": 72757.32,
        "fib_ret_618": 72875.28,
        "confluence_zones": [
          {
            "price": 72635.07,
            "count": 5,
            "levels": [
              "ext_1.272",
              "ext_1.0",
              "ret_0.236",
              "ret_0.236",
              "ret_0.382"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 72244.8,
            "count": 4,
            "levels": [
              "ext_2.0",
              "ext_1.618",
              "ret_0.382",
              "ext_1.414"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 71759.71,
            "count": 3,
            "levels": [
              "ret_0.618",
              "ext_2.618",
              "ret_0.5"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 72883.61,
            "count": 3,
            "levels": [
              "ret_0.5",
              "ret_0.618",
              "ret_0.786"
            ],
            "cluster_score": 0.85
          }
        ],
        "support_levels": [
          72684.3528,
          72566.4,
          72430.45439999999
        ],
        "resistance_levels": [
          72757.32359999999,
          72816.29999999999,
          72875.2764
        ],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72684.35,
            "distance_pct": 0.02,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.382",
            "price": 72757.32,
            "distance_pct": 0.08,
            "is_support": false,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.5",
            "price": 72816.3,
            "distance_pct": 0.16,
            "is_support": false,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.618",
            "price": 72875.28,
            "distance_pct": 0.24,
            "is_support": false,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.786",
            "price": 72959.24,
            "distance_pct": 0.36,
            "is_support": false,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.0",
            "price": 72566.4,
            "distance_pct": 0.18,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.272",
            "price": 72430.45,
            "distance_pct": 0.37,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.414",
            "price": 72359.48,
            "distance_pct": 0.47,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.618",
            "price": 72257.52,
            "distance_pct": 0.61,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_2.0",
            "price": 72066.6,
            "distance_pct": 0.87,
            "is_support": true,
            "cluster_score": 1.0
          }
        ],
        "confluence_quality": 1.0,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "neutral",
      "confidence": 0.62,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.76,
      "setup_signals": [
        "\ud604\uc7ac\uac00\ub294 \uc8fc ACC \uba54\uc778 \ub808\uc778\uc9c0 $71,551.8~$72,858.5\uc758 \uc0c1\ub2e8\ubd80\uc774\uba70 pos_in_range 0.50 \uae30\uc900 EQ \ubd80\uadfc\uc774\ub77c \ucd94\uaca9 \ub9e4\uc218 \uc704\uce58\uac00 \uc544\ub2d8",
        "\ud65c\uc131 \uad6c\uc870\ub294 15m_cycle_2 \ubd84\ubc30 \ud6c4\ubcf4\uc774\uba70 BC $73,128.0 \u2192 AR $71,911.1\ub85c \ubc94\uc704\uac00 \ud615\uc131\ub41c \ub4a4 UT $73,024.1, UTAD $73,450.0, LPSY $73,066.2\uac00 \uc21c\uc11c\ub300\ub85c \ud0d0\uc9c0\ub428",
        "\ud604 \uac00\uaca9 $72,700.0\uc740 LPSY $73,066.2 \uc544\ub798\uc5d0 \uc788\uc5b4 \uc0c1\ub2e8 \uc7ac\uc9c4\uc785 \uc2e4\ud328 \uc774\ud6c4\uc758 \ub418\ubc00\ub9bc \uad6c\uac04\uc73c\ub85c \ud574\uc11d \uac00\ub2a5",
        "UTAD \uace0\uc810 $73,450.0\uc774 7\uc77c \uace0\uc810\uacfc \uc77c\uce58\ud574 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \ud6c4 \uacf5\uae09 \ubc18\uc751\uc774 \ub098\uc628 \uc790\ub9ac\ub85c \ubcfc \uc218 \uc788\uc74c",
        "\ubd84\ubc30 \ud6c4\ubcf4\uc758 AR \uc800\uc810 $71,911.1 \uc704\uc5d0 \uc544\uc9c1 \uc788\uc73c\ubbc0\ub85c \ud558\ubc29\uc740 \uc9c4\ud589 \uc911\uc774\uc9c0\ub9cc Phase E \ud655\uc815 \ud558\ub77d\uc73c\ub85c \ub2e8\uc815\ud560 \ub2e8\uacc4\ub294 \uc544\ub2d8"
      ],
      "reasoning": "\ud655\uc815 \uad6c\uc870\ub9cc \ubcf4\uba74 \uc8fc \ub808\uc9d0\uc740 ACC\uc774\uba70, SC $71,551.8\uc640 AR $72,858.5\ub97c \uc575\ucee4\ub85c \ud55c 15\ubd84 \ub204\uc801 \uad6c\uc870\uac00 Spring $70,666.0, TERMINAL_SPRING $70,831.9, SOS $71,533.0, LPS $71,688.8, BU $73,050.0\uae4c\uc9c0 \uc644\ub8cc\ub418\uc5b4 \uad6c\uc870_bias\ub294 bullish\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \uc774 \ub204\uc801 \uad6c\uc870\ub294 phase_structures\uc5d0\uc11c prior_completed_structure\ub85c \ud45c\uc2dc\ub418\uace0, \ud604\uc7ac \ud65c\uc131 \uad6c\uc870\ub294 BC $73,128.0, AR $71,911.1, UT $73,024.1, UTAD $73,450.0, LPSY $73,066.2\ub97c \uac00\uc9c4 \ubd84\ubc30 \ud6c4\ubcf4\uc774\ubbc0\ub85c \ub2e8\uae30 \uacbd\ub85c\ub294 \uc0c1\ub2e8 \uacf5\uae09 \uc6b0\uc138 \ucabd\uc774 \ub354 \uc790\uc5f0\uc2a4\ub7fd\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\uc801 \ud574\uc11d\uc740 \uc5ec\uc804\ud788 bullish\uc774\uc9c0\ub9cc, \uc989\uc2dc \uacbd\ub85c bias\ub294 bearish\uc774\uba70 \ub2e4\uc74c \ud575\uc2ec \uac80\uc99d\uc740 $71,911.1 \uc7ac\ud14c\uc2a4\ud2b8\uc640 \uadf8 \uc544\ub798\ub85c\uc758 \uc218\uc6a9 \uc5ec\ubd80\uc785\ub2c8\ub2e4. \ubc18\ub300\ub85c $73,066.2\ub97c \uc7ac\ud68c\ubcf5\ud558\uace0 \ud2b9\ud788 UTAD $73,450.0 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74 \ud604\uc7ac\uc758 \ubd84\ubc30 \ud574\uc11d\uc740 \ud06c\uac8c \uc57d\ud654\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71911.1,
          71688.8,
          71551.8,
          70428.0
        ],
        "resistance": [
          72858.5,
          73066.2,
          73128.0,
          73450.0
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "73450.0",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,066.2 LPSY\ub97c \ube60\ub974\uac8c \uc7ac\ud68c\ubcf5\ud558\uace0 $73,128.0 BC\ub97c \ub118\uc740 \ub4a4 $73,450.0 UTAD \uc0c1\ub2e8\uc5d0\uc11c \ubc1b\uc544\uc9c0\uba74, \ud604\uc7ac\uc758 \ub2e8\uae30 \ubd84\ubc30 \ud6c4\ubcf4\ub294 \uc2e4\ud328\ud558\uace0 prior ACC\uc758 \uc0c1\ubc29 \uc5f0\uc7a5 \ub610\ub294 \uc7ac\ucd95\uc801 \ud574\uc11d\uc73c\ub85c \ub2e4\uc2dc \uae30\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,911.1 AR \uc774\ud0c8\uc774 \ud655\uc815\ub418\uba74 \ubd84\ubc30 \ud6c4\ubcf4\uac00 \ub354 \uc9c4\uc804\ub418\uc5b4 $71,688.8\uacfc $71,551.8 \uc7ac\uc2dc\ud5d8 \uc704\ud5d8\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 100.0,
        "dis_score": 96.2,
        "regime": "ACC",
        "regime_state": "acc_candidate",
        "structure_bias": "bullish",
        "phase_context": "acc_candidate / accumulation / Phase E",
        "phases_detected": [
          "SC",
          "AR",
          "ST",
          "Spring",
          "TERMINAL_SPRING",
          "SOS",
          "LPS",
          "BU"
        ],
        "last_phase": "BU",
        "phase_candidates": [
          {
            "label": "SC",
            "side": "low",
            "idx": 9,
            "price": 71551.8,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 31,
            "price": 72858.5,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 79,
            "price": 70428.0,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 94,
            "price": 70666.0,
            "color": "#f9844a"
          },
          {
            "label": "TERMINAL_SPRING",
            "side": "low",
            "idx": 106,
            "price": 70831.9,
            "color": "#f3722c"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 113,
            "price": 71533.0,
            "color": "#06d6a0"
          },
          {
            "label": "LPS",
            "side": "low",
            "idx": 141,
            "price": 71688.8,
            "color": "#8338ec"
          },
          {
            "label": "BU",
            "side": "high",
            "idx": 227,
            "price": 73050.0,
            "color": "#7209b7"
          }
        ],
        "phase_structures": [
          {
            "structure_id": "15m_cycle_1",
            "sequence": 1,
            "timeframe": "15m",
            "regime": "accumulation",
            "role": "prior_completed_structure",
            "is_active": false,
            "is_completed": true,
            "is_confirmed": true,
            "structure_bias": "bullish",
            "phase_context": "accumulation",
            "start_idx": 9,
            "end_idx": 227,
            "phase_count": 8,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 9,
                "price": 71551.8,
                "color": "#ffd166",
                "dt": "2026-04-08 16:45:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 31,
                "price": 72858.5,
                "color": "#06d6a0",
                "dt": "2026-04-08 22:15:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 79,
                "price": 70428.0,
                "color": "#118ab2",
                "dt": "2026-04-09 10:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 94,
                "price": 70666.0,
                "color": "#f9844a",
                "dt": "2026-04-09 14:00:00+09:00"
              },
              {
                "label": "TERMINAL_SPRING",
                "side": "low",
                "idx": 106,
                "price": 70831.9,
                "color": "#f3722c",
                "dt": "2026-04-09 17:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 113,
                "price": 71533.0,
                "color": "#06d6a0",
                "dt": "2026-04-09 18:45:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 141,
                "price": 71688.8,
                "color": "#8338ec",
                "dt": "2026-04-10 01:45:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 227,
                "price": 73050.0,
                "color": "#7209b7",
                "dt": "2026-04-10 23:15:00+09:00"
              }
            ]
          },
          {
            "structure_id": "15m_cycle_2",
            "sequence": 2,
            "timeframe": "15m",
            "regime": "distribution",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bearish",
            "phase_context": "distribution",
            "start_idx": 163,
            "end_idx": 276,
            "phase_count": 7,
            "phases": [
              {
                "label": "BC",
                "side": "high",
                "idx": 163,
                "price": 73128.0,
                "color": "#ffd166",
                "dt": "2026-04-10 07:15:00+09:00"
              },
              {
                "label": "AR",
                "side": "low",
                "idx": 165,
                "price": 71911.1,
                "color": "#06d6a0",
                "dt": "2026-04-10 07:45:00+09:00"
              },
              {
                "label": "ST",
                "side": "high",
                "idx": 176,
                "price": 72350.0,
                "color": "#118ab2",
                "dt": "2026-04-10 10:30:00+09:00"
              },
              {
                "label": "SOW_IN_PHASE_B",
                "side": "low",
                "idx": 201,
                "price": 71382.1,
                "color": "#ef476f",
                "dt": "2026-04-10 16:45:00+09:00"
              },
              {
                "label": "UT",
                "side": "high",
                "idx": 237,
                "price": 73024.1,
                "color": "#f9844a",
                "dt": "2026-04-11 01:45:00+09:00"
              },
              {
                "label": "UTAD",
                "side": "high",
                "idx": 252,
                "price": 73450.0,
                "color": "#f9844a",
                "dt": "2026-04-11 05:30:00+09:00"
              },
              {
                "label": "LPSY",
                "side": "high",
                "idx": 276,
                "price": 73066.2,
                "color": "#8338ec",
                "dt": "2026-04-11 11:30:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "15m_cycle_2",
        "primary_structure_id": "15m_cycle_1",
        "structure_count": 2,
        "regime_fitness": 1.0,
        "current_event": "BU",
        "major_phase": "E",
        "pos_in_range": 0.5,
        "main_range_low": 71551.8,
        "main_range_high": 72858.5
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.68,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.72,
      "active_setups": [
        "\ud604\uc7ac\uac00 $72,700\ub294 EMA20 $72,744.98 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc704\uac00 \uc720\uc9c0\ub418\ub294 \uc0c1\ud0dc",
        "\uce94\ub4e4/\ud53c\ubcf4\ub098\uce58/\uc5d8\ub9ac\uc5c7\uc774 \uacf5\ud1b5\uc73c\ub85c $72,744.98~$72,875.28 \uc800\ud56d \ud074\ub7ec\uc2a4\ud130\uc5d0\uc11c \ub2e8\uae30 \ub9e4\ub3c4 \ubc18\uc751 \uc870\uac74\uc744 \uc9c0\uc801",
        "\ud604\uc7ac\uac00\ub294 ICT \uae30\uc900 EQ $73,008.20 \uc544\ub798 discount\uc774\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 \uc8fc\uac04 \uace0\uc810 $73,450.00 \ubc0f \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9/LPSY $73,066.2 \uc544\ub798\uc5d0 \uc788\uc5b4 \uc0c1\ub2e8 \uc7ac\ud761\uc218 \uc2e4\ud328 \ub9ac\uc2a4\ud06c\uac00 \uacf5\uc874",
        "\ud53c\ubcf4\ub098\uce58\uc0c1 ret_0.236 $72,684.35 \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70, \uc774 \ub808\ubca8 \uc774\ud0c8 \uc2dc $72,566.40 \ubc0f $72,430.45 \uc7ac\uac80\uc99d \uc870\uac74\uc774 \uc5f4\ub9bc",
        "Wyckoff\uc0c1 prior accumulation\uc740 \uc644\ub8cc\ub410\uc9c0\ub9cc \ud604\uc7ac \ud65c\uc131 \uad6c\uc870 \ud6c4\ubcf4\ub294 BC $73,128.0 \u2192 AR $71,911.1 \u2192 UT $73,024.1 \u2192 UTAD $73,450.0 \u2192 LPSY $73,066.2\uc758 \ubd84\ubc30 \uc131\uaca9\uc744 \ub760\uc5b4 \uc0c1\ub2e8 \uc2e4\ud328\ud615 \ucee8\ub514\uc158\uc774 \uc874\uc7ac"
      ],
      "setup_vs_structure": "\uc0c1\uc704 \uad6c\uc870 \ud574\uc11d\uc740 \uc544\uc9c1 \uc0c1\uc2b9 \uc6b0\uc704\uc9c0\ub9cc, \uc989\uc2dc \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \ub2e8\uae30 \ubd84\ubc30/\ud504\ub9ac\ubbf8\uc5c4 \uc800\ud56d \ubc18\uc751\uc774 \ub354 \uac15\ud558\uac8c \ud569\uc758\ub429\ub2c8\ub2e4. \uc989 \uad6c\uc870\uc640 \uc14b\uc5c5\uc774 \ubd84\ub9ac\ub418\uc5b4 \uc788\uc73c\uba70, \ud604\uc7ac\ub294 '\uac15\uc138 \uad6c\uc870 \uc548\uc758 \ub2e8\uae30 \ubc29\uc5b4 \ud14c\uc2a4\ud2b8 \uad6c\uac04'\uc73c\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \uc801\uc808\ud569\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 0,
      "neutral_count": 6
    },
    "key_levels": {
      "support": [
        72684.35,
        72566.4,
        72543.2,
        72517.9,
        72350.0,
        72226.3,
        71911.1
      ],
      "resistance": [
        72744.98,
        72757.32,
        72790.9,
        72816.3,
        72875.28,
        73008.2,
        73066.2,
        73128.0,
        73450.0
      ]
    },
    "confluences": [
      "\uad6c\uc870 \uc9c0\uc9c0\ub300 $72,543.2~$72,226.3\ub294 Candlestick, Elliott, Harmonic, Derivatives\uac00 \uacf5\ud1b5\uc73c\ub85c \ud575\uc2ec \ud558\ub2e8 \uad6c\uc870 \ub808\ubca8\ub85c \uc81c\uc2dc",
      "\ub2e8\uae30 \uc800\ud56d\ub300 $72,744.98 \ubd80\uadfc\uc740 Candlestick, Elliott, Harmonic, Derivatives\uac00 \ubaa8\ub450 EMA20 \uae30\uc900 \uacf5\uae09 \uad6c\uac04\uc73c\ub85c \uc778\uc2dd",
      "\ud53c\ubcf4\ub098\uce58 \uc800\ud56d \ud074\ub7ec\uc2a4\ud130 $72,757.32~$72,875.28\uc740 Candlestick\uc758 $72,744.98 \uc800\ud56d, Elliott\uc758 \ucd5c\uadfc \uace0\uc810 $72,790.9, Wyckoff\uc758 \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8 $72,858.5\uc640 \uacb9\uce58\uba70 \uac15\ud55c \uc0c1\ub2e8 \uacf5\uae09\ub300 \ud615\uc131",
      "\uc8fc\uc694 \uc0c1\ub2e8 \uc720\ub3d9\uc131/\uad6c\uc870 \uc800\ud56d $73,450.0\uc740 Candlestick, ICT, Elliott, Harmonic, Derivatives, Wyckoff\uac00 \ubaa8\ub450 \ub3d9\uc77c\ud558\uac8c \uc8fc\ubaa9",
      "ICT\uc758 \uac15\uc138 BOS $72,517.9\uc640 Candlestick/Harmonic/Derivatives\uc758 EMA120 $72,543.2, ICT\uc758 range low $72,566.4\uac00 \uc881\uc740 \uad6c\uac04\uc5d0 \ubaa8\uc5ec \uc788\uc5b4 $72,518~$72,566\uc774 1\ucc28 \uad6c\uc870 \ubc29\uc5b4\ub300\ub77c\ub294 \ud569\uc758\uac00 \ud615\uc131\ub428",
      "Wyckoff\uc758 LPSY $73,066.2, ICT\uc758 \uc774\uc804 \uc77c\uace0\uc810/\uc0c1\ub2e8 \uc720\ub3d9\uc131 $73,128.0, \uc8fc\uac04 \uace0\uc810 $73,450.0\uc774 \uc5f0\uc18d \ubc30\uce58\ub418\uc5b4 \uc0c1\ub2e8\uc5d0\uc11c\ub294 \uc7ac\ubd84\ubc30 \uc5ec\ubd80\ub97c \ud310\ubcc4\ud558\ub294 \uad6c\uc870 \uad6c\uac04\uc73c\ub85c \uc218\ub834"
    ],
    "conflicts": [
      "ICT\ub294 $73,008.2 EQ \uc544\ub798 discount\uc640 $72,517.9 BOS, $72,350 CHoCH\ub97c \uadfc\uac70\ub85c \uad6c\uc870\uc640 \uc14b\uc5c5 \ubaa8\ub450 \uac15\uc138\ub85c \ubcf4\uc9c0\ub9cc, Wyckoff\ub294 \ub3d9\uc77c \uc0c1\ub2e8 \uc601\uc5ed\uc744 UTAD $73,450.0 \uc774\ud6c4 LPSY $73,066.2 \ud558\ud68c \uc0c1\ud0dc\uc758 \ubd84\ubc30 \ud6c4\ubcf4\ub85c \ud574\uc11d",
      "Derivatives\ub294 OI trend 0.814\uc640 CVD divergence 0.850\uc744 \uadfc\uac70\ub85c 4-8\uc2dc\uac04 \ub9e4\uc218 \ucc38\uc5ec \uc6b0\uc704\ub97c \ubcf4\uc9c0\ub9cc, Candlestick/Fibonacci/Elliott\ub294 \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9 \ubc0f EMA20 \uc544\ub798 \uc704\uce58\ub97c \uc774\uc720\ub85c \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc138\ub97c \uac15\uc870",
      "\uc0c1\uc704 \uad6c\uc870\uc5d0 \ub300\ud574\uc11c\ub294 \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 bullish \ub610\ub294 neutral-bullish\ub85c \uae30\uc6b8\uc5b4 \uc788\uc73c\ub098, \uc2e4\ud589 \uc14b\uc5c5\uc740 5\uac1c \ubd84\uc11d\uac00\uac00 bearish\ub85c \uc815\ub9ac\ud574 \uad6c\uc870\uc640 \uc804\uc220\uc774 \uba85\ud655\ud788 \ubd84\ub9ac\ub428"
    ],
    "executive_summary": "15\ubd84 BTC \uad6c\uc870\ub294 \uc544\uc9c1 \uc644\uc804\ud55c \ud558\ub77d \uc804\ud658\uc73c\ub85c \ubcf4\uae30 \uc5b4\ub835\uace0, EMA120 $72,543.2 \ubc0f EMA240 $72,226.3 \uc704\uc5d0 \uba38\ubb34\ub974\uba70 ICT\uc758 \uac15\uc138 BOS $72,517.9\uc640 CHoCH $72,350.0\uac00 \ub0a8\uc544 \uc788\uc5b4 \uc804\uccb4 \uad6c\uc870_bias\ub294 \uc57d\ud55c \uac15\uc138\ub85c \uc720\uc9c0\ub429\ub2c8\ub2e4. \ub2e4\ub9cc prior accumulation\uc740 \uc774\ubbf8 \uc644\ub8cc\ub41c \uac83\uc73c\ub85c \ubcf4\uc774\uace0, \ud604\uc7ac\ub294 Wyckoff\uc0c1 BC $73,128.0 \u2192 UTAD $73,450.0 \u2192 LPSY $73,066.2\uac00 \ud655\uc778\ub41c \ubd84\ubc30 \ud6c4\ubcf4 \uad6c\uac04\uacfc \uacb9\uccd0 \uc788\uc5b4, \uad6c\uc870 \ub0b4\ubd80 \uc704\uce58\ub294 '\uc0c1\ub2e8 \uc2dc\ud5d8 \uc774\ud6c4 \uc7ac\ud3c9\uac00 \uad6c\uac04'\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \uc2e4\ud589 \ub808\ubca8\uc5d0\uc11c\ub294 EMA20 $72,744.98, \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9, \ud53c\ubcf4\ub098\uce58 $72,757.32~$72,875.28, EQ $73,008.2\uac00 \ucd18\ucd18\ud55c \uc0c1\ub2e8 \uacf5\uae09\ub300\ub85c \ud569\uc758\ub418\uba70, \uc774\ub294 \uad6c\uc870 \uac15\uc138\uc640 \ubcc4\uac1c\ub85c \ub2e8\uae30 \uc14b\uc5c5\uc774 \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b4 \ud575\uc2ec \uc774\uc720\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud604 \uad6c\uc870 \uc9c4\ub2e8\uc740 '\uac15\uc138 \uad6c\uc870\uac00 \uc544\uc9c1 \uc0b4\uc544 \uc788\uc73c\ub098, \uc0c1\ub2e8 \ubd84\ubc30/\uc2e4\ud328 \ub3cc\ud30c \uc9d5\ud6c4\uac00 \uacf5\uc874\ud558\ub294 late-stage test \uad6c\uac04'\uc774\uba70, \uad6c\uc870 \ubcf4\uc874\uc758 1\ucc28 \uc870\uac74\uc740 $72,517.9~$72,543.2 \ubc29\uc5b4, \ubcf4\ub2e4 \ubcf8\uc9c8\uc801 \ubb34\ud6a8 \ub808\ubca8\uc740 $72,350.0 \ubc0f \uadf8 \uc544\ub798 $71,911.1\uc785\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.68,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.58,
    "waypoints": [
      {
        "seq": 1,
        "price": 72543.2,
        "type": "liquidity_sweep",
        "source": "Candlestick/Harmonic/Derivatives \uacf5\ud1b5 EMA120, ICT range low $72,566.40, Fibonacci \ud655\uc7a5 \uc9c0\uc9c0 $72,566.40",
        "description": "\uc989\uc2dc \uc14b\uc5c5\uc774 BEARISH 72%\ub85c \uad6c\uc870(BULLISH 68%)\ub97c \uc0c1\ud68c \u2014 \ud604\uc7ac\uac00\uac00 EMA20 $72,744.98 \uc544\ub798 \uccb4\ub958 \uc911\uc774\uace0 bearish_engulfing 2\ud68c(@296, @299) \ubc18\ubcf5, fib \ud074\ub7ec\uc2a4\ud130 $72,757.32~$72,875.28 \uc800\ud56d \ubc18\uc751\uc774 \ud569\uc758\ub428. \uba3c\uc800 ret_0.236 $72,684.35 \uc774\ud0c8 \ud6c4 range low $72,566.40\ub97c \uc2a4\uc715\ud558\uba70 EMA120 $72,543.20\uc5d0\uc11c \uad6c\uc870 1\ucc28 \ubc29\uc5b4\ub300 \ubc18\uc751 \ud655\uc778",
        "est_hours": 3,
        "turning_zone": [
          72504.0,
          72543.2
        ],
        "likely_wick": 72517.9,
        "rejection_confirm": 72635.07,
        "invalid_overshoot": 72490.0,
        "calibration_reasoning": "EMA120 $72,543.20\uc744 \uae30\uc900\uc73c\ub85c \uc544\ub798 \ubc29\ud5a5 \ud655\uc7a5\ud558\ub418 ICT \uac15\uc138 BOS $72,517.9 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc9c0\uc810\uae4c\uc9c0 \ud3ec\ud568 (0.4\u00d7ATR \u2248 $40 \ud3ed). \uc774\ud0c8 \uc2dc \ud558\ubc29 \uad6c\uc870\uac00 \ud6fc\uc190\ub418\uba70 \ubc18\ub4f1 \ud655\uc778\uc740 5-\ub808\ubca8 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $72,635.07 \ud0c8\ud658\uc73c\ub85c \uc815\uc758"
      },
      {
        "seq": 2,
        "price": 72875.28,
        "type": "resistance_test",
        "source": "Fibonacci 0.618 cluster(cluster_score 1.0), Elliott \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9, Wyckoff \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8 $72,858.5, Candlestick EMA20 \uc800\ud56d",
        "description": "$72,543 \uc9c0\uc9c0 \ud655\uc778 \ud6c4 ICT \uac15\uc138 BOS $72,517.9 \ubcf4\uc874\uc774 \ub9de\ubb3c\ub824 \uad6c\uc870\uc801 \uac15\uc138 \uc7ac\ubc1c\ub3d9 \u2014 EMA20 $72,744.98 \ud0c8\ud658, fib 0.382 $72,757.32 \ubc0f \ucd5c\uadfc \uc2a4\uc719 \uace0\uc810 $72,790.9 \ub3cc\ud30c \ub4a4 \ud669\uae08\ube44 $72,875.28 \uc800\ud56d \ud074\ub7ec\uc2a4\ud130 \ub3c4\ub2ec. \uc774 \uc9c0\uc810\uc740 \ub2e8\uae30 bearish \uc14b\uc5c5\uc758 \ucd5c\uc885 \ubb34\ud6a8\ud654 \ub77c\uc778",
        "est_hours": 10,
        "turning_zone": [
          72875.28,
          72923.0
        ],
        "likely_wick": 72883.61,
        "rejection_confirm": 72816.3,
        "invalid_overshoot": 72930.0,
        "calibration_reasoning": "\ud669\uae08\ube44 $72,875.28 \ubc14\ub85c \uc704 3-\ub808\ubca8 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $72,883.61\uac00 \uac15\ub825\ud55c \uc790\uc11d\uc73c\ub85c \uc705 \uc5f0\uc7a5 \uc720\ub825, \ud3ed\uc740 0.48\u00d7ATR. \uc7ac\uc9c4\uc785 \uc800\ud56d $72,816.30 \uc774\ud558 \ub9ac\ud074\ub808\uc784 \uc2dc \uac70\ubd80 \ud655\uc815, $72,930 \uc0c1\ud5a5 \ub3cc\ud30c \uc2dc ICT EQ $73,008.2\ub85c \ud655\uc7a5"
      },
      {
        "seq": 3,
        "price": 73128.0,
        "type": "resistance_test",
        "source": "ICT \uc774\uc804 \uc77c\uace0\uc810/\uc0c1\ub2e8 \uc720\ub3d9\uc131, Wyckoff LPSY $73,066.2, Derivatives \uad6c\uc870 \uc0c1\ub2e8",
        "description": "fib 0.618 \ub3cc\ud30c \uc2dc Wyckoff \ubd84\ubc30 \ud6c4\ubcf4\uc758 LPSY $73,066.2\ub97c \uad00\ud1b5 \u2014 Wyckoff UT $73,024.1 \uc0c1\ud5a5 \uc218\uc6a9 \uc2dc \ubd84\ubc30 \ud574\uc11d \uc57d\ud654, ICT EQ $73,008.2 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uc7ac\uc9c4\uc785 \ud6c4 $73,128.0 \uc774\uc804 \uc77c\uace0\uc810 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5",
        "est_hours": 17,
        "turning_zone": [
          73128.0,
          73178.0
        ],
        "likely_wick": 73150.0,
        "rejection_confirm": 73066.2,
        "invalid_overshoot": 73200.0,
        "calibration_reasoning": "\uc774\uc804 \uc77c\uace0\uc810 $73,128.0 \uc704 \uadfc\uc811 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ubd80\uc7ac\ub85c \uc2ec\ubcfc\ub9ad \uc911\uac04\uac12 $73,150\ub85c \uc705 \ucc45\uc815, \ud3ed\uc740 0.5\u00d7ATR. LPSY $73,066.2 \uc7ac\uc0c1\uc2e4\uc774 \ubd84\ubc30 \ud574\uc11d \ubcf5\uc6d0 \uc2e0\ud638\uc774\uba70 $73,200 \uc0c1\ud5a5 \uc218\uc6a9 \uc2dc $73,450 UTAD\ub85c \uc9c1\ud589"
      },
      {
        "seq": 4,
        "price": 73450.0,
        "type": "resistance_test",
        "source": "Wyckoff UTAD, ICT \uc8fc\uac04 \uace0\uc810, Candlestick/Harmonic/Elliott/Derivatives \uc804\uccb4 \ud569\uc758 \uc0c1\ub2e8 \uc800\ud56d",
        "description": "$73,128.0 \uc218\uc6a9 \uc2dc \ubaa8\ub4e0 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5\uc73c\ub85c \uc8fc\ubaa9\ud55c \uc8fc\uac04 \uace0\uc810\uc774\uc790 UTAD $73,450.0 \uc7ac\uc2dc\ud5d8 \u2014 \uc5ec\uae30\uc11c \ubd84\ubc30 \uc7ac\ud655\uc778 \uc2dc \uc7ac\ucc28 \ud558\ub77d \uc804\ud658, \ub3cc\ud30c \uc2dc $75,600~$75,700(Derivatives \uc0c1\ub2e8 \uc720\ub3d9\uc131)\ub85c \ud655\uc7a5 \uac00\ub2a5",
        "est_hours": 22,
        "turning_zone": [
          73450.0,
          73528.0
        ],
        "likely_wick": 73500.0,
        "rejection_confirm": 73128.0,
        "invalid_overshoot": 73550.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c 0.78\u00d7ATR \ud3ed \uc801\uc6a9, \uc2ec\ub9ac\uc801 \ub77c\uc6b4\ub4dc \ub118\ubc84 $73,500\uc774 UTAD $73,450 \uc704 \uc720\ub3d9\uc131 \uc790\uc11d\uc73c\ub85c \uc791\uc6a9\ud558\uc5ec \uc804\ud615\uc801 \uc2a4\ud1b1\ud5cc\ud2b8 \uc705 \uc9c0\uc810. \uac70\ubd80 \ud655\uc778\uc740 \uc9c1\uc804 \uc6e8\uc774\ud3ec\uc778\ud2b8 $73,128.0 \ubd95\uad34, $73,550 \uc218\uc6a9 \uc2dc \ud30c\uc0dd\uc0c1\ud488 \uc0c1\ub2e8 $75,600~$75,700\ub85c \ud655\uc7a5"
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 72790.9,
        "expected_low": 72543.2,
        "high_first": false
      },
      "8h": {
        "expected_high": 72875.28,
        "expected_low": 72517.9,
        "high_first": false
      },
      "24h": {
        "expected_high": 73450.0,
        "expected_low": 72517.9,
        "high_first": false
      }
    },
    "triggers": {
      "bullish": {
        "price": 72875.28,
        "description": "\ud669\uae08\ube44 $72,875.28(fib 0.618 cluster) 15\ubd84 \uc885\uac00 \uc774\uc0c1 \uc218\uc6a9 \uc2dc \ub2e8\uae30 bearish \uc14b\uc5c5 \uc644\uc804 \ubb34\ud6a8\ud654 \u2014 $73,066.2 LPSY, $73,128.0 \uc77c\uace0\uc810, $73,450.0 UTAD \uc21c\ucc28 \uacf5\ub7b5 \uac00\uc18d"
      },
      "bearish": {
        "price": 72350.0,
        "description": "ICT \uac00\uc7a5 \ucd5c\uadfc \uac15\uc138 CHoCH $72,350.0 \ud558\ud5a5 \uc774\ud0c8 \uc2dc \uad6c\uc870 \uac15\uc138 \ubc29\uc5b4 \uc2e4\ud328 \u2014 $72,226.3 EMA240, \uc774\ud6c4 $71,911.1 Wyckoff AR\uae4c\uc9c0 \ubd84\ubc30 \uc2dc\ub098\ub9ac\uc624 \ud655\uc815 \uacbd\ub85c"
      }
    },
    "scenario_invalidation": 72226.3
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 72543.2,
        "turning_zone": [
          72504.0,
          72543.2
        ],
        "likely_wick": 72517.9,
        "rejection_confirm": 72635.07,
        "invalid_overshoot": 72490.0,
        "calibration_reasoning": "EMA120 $72,543.20\uc744 \uae30\uc900\uc73c\ub85c \uc544\ub798 \ubc29\ud5a5 \ud655\uc7a5\ud558\ub418 ICT \uac15\uc138 BOS $72,517.9 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc9c0\uc810\uae4c\uc9c0 \ud3ec\ud568 (0.4\u00d7ATR \u2248 $40 \ud3ed). \uc774\ud0c8 \uc2dc \ud558\ubc29 \uad6c\uc870\uac00 \ud6fc\uc190\ub418\uba70 \ubc18\ub4f1 \ud655\uc778\uc740 5-\ub808\ubca8 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $72,635.07 \ud0c8\ud658\uc73c\ub85c \uc815\uc758"
      },
      {
        "seq": 2,
        "base_target": 72875.28,
        "turning_zone": [
          72875.28,
          72923.0
        ],
        "likely_wick": 72883.61,
        "rejection_confirm": 72816.3,
        "invalid_overshoot": 72930.0,
        "calibration_reasoning": "\ud669\uae08\ube44 $72,875.28 \ubc14\ub85c \uc704 3-\ub808\ubca8 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $72,883.61\uac00 \uac15\ub825\ud55c \uc790\uc11d\uc73c\ub85c \uc705 \uc5f0\uc7a5 \uc720\ub825, \ud3ed\uc740 0.48\u00d7ATR. \uc7ac\uc9c4\uc785 \uc800\ud56d $72,816.30 \uc774\ud558 \ub9ac\ud074\ub808\uc784 \uc2dc \uac70\ubd80 \ud655\uc815, $72,930 \uc0c1\ud5a5 \ub3cc\ud30c \uc2dc ICT EQ $73,008.2\ub85c \ud655\uc7a5"
      },
      {
        "seq": 3,
        "base_target": 73128.0,
        "turning_zone": [
          73128.0,
          73178.0
        ],
        "likely_wick": 73150.0,
        "rejection_confirm": 73066.2,
        "invalid_overshoot": 73200.0,
        "calibration_reasoning": "\uc774\uc804 \uc77c\uace0\uc810 $73,128.0 \uc704 \uadfc\uc811 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ubd80\uc7ac\ub85c \uc2ec\ubcfc\ub9ad \uc911\uac04\uac12 $73,150\ub85c \uc705 \ucc45\uc815, \ud3ed\uc740 0.5\u00d7ATR. LPSY $73,066.2 \uc7ac\uc0c1\uc2e4\uc774 \ubd84\ubc30 \ud574\uc11d \ubcf5\uc6d0 \uc2e0\ud638\uc774\uba70 $73,200 \uc0c1\ud5a5 \uc218\uc6a9 \uc2dc $73,450 UTAD\ub85c \uc9c1\ud589"
      },
      {
        "seq": 4,
        "base_target": 73450.0,
        "turning_zone": [
          73450.0,
          73528.0
        ],
        "likely_wick": 73500.0,
        "rejection_confirm": 73128.0,
        "invalid_overshoot": 73550.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c 0.78\u00d7ATR \ud3ed \uc801\uc6a9, \uc2ec\ub9ac\uc801 \ub77c\uc6b4\ub4dc \ub118\ubc84 $73,500\uc774 UTAD $73,450 \uc704 \uc720\ub3d9\uc131 \uc790\uc11d\uc73c\ub85c \uc791\uc6a9\ud558\uc5ec \uc804\ud615\uc801 \uc2a4\ud1b1\ud5cc\ud2b8 \uc705 \uc9c0\uc810. \uac70\ubd80 \ud655\uc778\uc740 \uc9c1\uc804 \uc6e8\uc774\ud3ec\uc778\ud2b8 $73,128.0 \ubd95\uad34, $73,550 \uc218\uc6a9 \uc2dc \ud30c\uc0dd\uc0c1\ud488 \uc0c1\ub2e8 $75,600~$75,700\ub85c \ud655\uc7a5"
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 18.4,
      "chairman": 31.1,
      "operating_path": 89.6,
      "tp_calibrator": 48.2
    },
    "agents": {},
    "total_s": 187.3
  }
}