{
  "symbol": "BTC/USDT",
  "timeframe": "15m",
  "timestamp": "2026-04-11 01:00 KST",
  "last_price": 72661.2,
  "num_candles": 300,
  "stage1_analyses": {
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "neutral",
      "confidence": 0.64,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,661.20\uac00 EMA20 $72,455.22 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ucd94\uc138\ub294 \uc720\uc9c0\ub418\uc9c0\ub9cc, 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uac70\ub798 \uc911",
        "\ucd5c\uadfc \uc5c4\uaca9 \ud310\uc815 \ud328\ud134\uc740 bearish_harami@293\uc774\uba70 \ud488\uc9c8 0.74, \uace0\uac70\ub798\ub7c9 \ub3d9\ubc18\uc73c\ub85c \ub2e8\uae30 \uc0c1\ub2e8 \uc800\ud56d \ubc18\uc751 \uac00\ub2a5\uc131",
        "bullish_engulfing@290 \uc774\ud6c4 bear \ubc18\uaca9 \ud328\ud134\uc774 \ub354 \ucd5c\uadfc\uc5d0 \ucd9c\ud604\ud574, \uc0c1\uc2b9 \uc9c0\uc18d\ubcf4\ub2e4 \ub2e8\uae30 \ub418\ub3cc\ub9bc \uc14b\uc5c5\uc774 \uc6b0\uc138",
        "\ucd5c\uadfc 5\uac1c \uce94\ub4e4 \ud750\ub984\uc774 \u25b2 \u25bc \u25bc \u25bc \u25b2\ub85c \uc0c1\uc2b9 \ubaa8\uba58\ud140\uc774 \uc5f0\uc18d\uc801\uc774\uc9c0 \uc54a\uace0, \uace0\uc810 \uc778\uadfc\uc5d0\uc11c \ud761\uc218/\ubd84\ubc30 \uac00\ub2a5\uc131 \uc2dc\uc0ac",
        "\ud604\uc7ac\uac00\uac00 EMA120 $71,895.51 \ubc0f EMA240 $71,409.90 \uc704\uc5d0 \uc788\uc5b4 \uad6c\uc870\ub294 \uc0c1\ubc29\uc774\uc9c0\ub9cc, \uc0c1\ub2e8 \uc720\ub3d9\uc131($73,255.70) \uc544\ub798\uc5d0\uc11c \uc989\uc2dc \ucd94\uaca9\ub9e4\uc218\ub294 \ubd88\ub9ac"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870 \uae30\uc900\uc73c\ub85c BTC\ub294 \ud604\uc7ac\uac00 $72,661.20\uac00 EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \ubaa8\ub450 \uc704\uc5d0 \uc788\uc5b4 \uad6c\uc870_bias\ub294 \uc5ec\uc804\ud788 \uc0c1\uc2b9\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uadfc \uce94\ub4e4 \ud328\ud134 \uc911 \ub354 \uc2e0\ub8b0\ub3c4 \ub192\uc740 \uc2e0\ud638\ub294 bearish_harami@293\uc774\uba70, \ud328\ud134 \ud488\uc9c8 0.74\uc5d0 \uace0\uac70\ub798\ub7c9\uae4c\uc9c0 \ub3d9\ubc18\ub418\uc5b4 $73,255.70 \uc8fc\uac04 \uace0\uc810 \uc800\ud56d \uc544\ub798\uc5d0\uc11c \ub2e8\uae30 \ub9e4\ub3c4 \uc14b\uc5c5\uc774 \ud615\uc131\ub410\uc2b5\ub2c8\ub2e4. bullish_engulfing@290\ub3c4 \uc788\uc5c8\uc9c0\ub9cc \ud488\uc9c8\uc774 0.62\ub85c \ub0ae\uace0 \uc774\ud6c4 \uc57d\uc138 \ud558\ub77c\ubbf8\uac00 \ucd9c\ud604\ud574 \ub2e8\uae30 \uc6b0\uc704\ub294 \uc911\ub9bd~\uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6c1\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud070 \uad6c\uc870\ub294 \uc0c1\uc2b9 \uc720\uc9c0, \uadf8\ub7ec\ub098 \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \uc0c1\ub2e8 \uc800\ud56d\uacfc \ud328\ud134 \ucda9\ub3cc\ub85c \ub2e8\uae30 \uc870\uc815 \ub610\ub294 \ud6a1\ubcf4\ub97c \uc6b0\uc120 \ubcf4\ub294 \ud574\uc11d\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72455.22,
          71895.51,
          71409.9
        ],
        "resistance": [
          72661.2,
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73255.70",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,255.70\ub97c 15\ubd84 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\uba74, \ud604\uc7ac\uc758 bearish_harami \ud574\uc11d\uc740 \uc2e4\ud328\ud558\uace0 \ub2e8\uae30 \ub418\ub3cc\ub9bc \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \uc0c1\ubc29 \ucd94\uc138 \uc7ac\uac00\uc18d\uc73c\ub85c \uc804\ud658\ub418\uba70, \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 \ucd94\uc138 \ucd94\uc885 \ub9e4\uc218 \uc2dc\ub098\ub9ac\uc624\uac00 \uc6b0\uc138\ud574\uc9d1\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,455.22 \uc544\ub798\ub85c \ubc00\ub9ac\uba74 \ub2e8\uae30 \uc870\uc815\uc774 EMA120 $71,895.51 \ud14c\uc2a4\ud2b8\ub85c \ud655\uc7a5\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "total_patterns_detected": 132,
        "recent_patterns": 2,
        "pattern_list": [
          "bullish_engulfing@290",
          "bearish_harami@293"
        ],
        "atr_value": 301.76,
        "vol_avg_20": 3260.93,
        "high_volume_patterns": [
          "bearish_harami"
        ],
        "pattern_candidates": [
          {
            "pattern": "bearish_harami",
            "signal": "bearish",
            "pattern_quality": 0.74,
            "tier": "strict",
            "high_volume": true
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.62,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.74,
        "bull_score": 0.75,
        "bear_score": 0.7
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.64,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,661.20\uac00 \ub2e8\uae30 \uc2a4\uc719 \ud558\ub77d\uad6c\uac04 High\u2192Low $72,467\u2192$71,868\uc758 0.786 \ub418\ub3cc\ub9bc $72,339.16 \uc704\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc9c4\uc785",
        "0.382/0.5/0.618/0.786\uac00 $72,210.71\uc5d0 4\uc911 \ucee8\ud50c\ub8e8\uc5b8\uc2a4\ub85c \ubc00\uc9d1\ub418\uc5b4 \uc788\uc5b4 \uc0c1\ub2e8 \ub418\ub3cc\ub9bc \uc800\ud56d/\uacf5\uae09 \ubc18\uc751 \uac00\ub2a5\uc131 \ub192\uc74c",
        "\uace8\ub4e0\ube44\uc728 0.618 \ub418\ub3cc\ub9bc $72,238.56\uc774 \ud575\uc2ec \ubc18\uc751 \ub808\ubca8\uc774\uba70, \ud604\uc7ac\uac00\ub294 \ud574\ub2f9 \uc218\uc900\uc744 \uc0c1\ud68c\ud55c \ud14c\uc2a4\ud2b8 \uc774\ud6c4 \uad6c\uac04\uc73c\ub85c \ub2e8\uae30 \ud53c\ub85c \ub204\uc801 \uac00\ub2a5",
        "\ucd5c\uadfc \uc2a4\uc719 \uae30\uc900 nearest_fib\uac00 ret_0.786 $72,339.16\uc774\uace0 \uac70\ub9ac \uc810\uc218 0.440\uc73c\ub85c \uc544\uc9c1 \uc644\uc804 \uc774\uaca9\uc774 \ud06c\uc9c0 \uc54a\uc544 \uc7ac\ud14c\uc2a4\ud2b8 \uc555\ub825 \uc874\uc7ac",
        "fib_reaction_state\uac00 testing, reaction_probability\uac00 0.65\ub85c \ub098\ud0c0\ub098 \ud604 \uad6c\uac04\uc740 \ucd94\uc138 \ud655\uc815\ubcf4\ub2e4 \ubc18\uc751 \ud655\uc778\uc774 \uc6b0\uc120\uc778 \uc0ac\uc804 \uc2e4\ud589 \uc14b\uc5c5 \ub2e8\uacc4"
      ],
      "reasoning": "15\ubd84 \uae30\uc900 \uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $72,661.20\uac00 EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \uc704\uc5d0 \uc788\uc5b4 \uc0c1\uc704 \ubc29\ud5a5\uc131\uc740 \uc5ec\uc804\ud788 \uac15\uc138\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uadfc \ud558\ub77d \uc2a4\uc719 $72,467\u2192$71,868\uc5d0 \ub300\ud55c \ub418\ub3cc\ub9bc\uc774 0.618 $72,238.56\uc640 0.786 $72,339.16\ub97c \uc774\ubbf8 \ud68c\ubcf5\ud588\uace0, \ud2b9\ud788 $72,210.71\uc5d0 \ud615\uc131\ub41c \uac15\ud55c \ud53c\ubcf4\ub098\uce58 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc0c1\ub2e8\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uacfc\ub9e4\uc218\ud615 \ub418\ub3cc\ub9bc \ub9d0\ub2e8\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 bullish\uc774\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5 \uad00\uc810\uc5d0\uc11c\ub294 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uc7ac\ud558\ub77d \uac00\ub2a5\uc131\uc744 \uc6b0\uc120 \ubcf4\ub294 bearish \uc14b\uc5c5\uc774 \ub354 \uc801\uc808\ud569\ub2c8\ub2e4. \uc544\ub798\ub85c\ub294 $72,339.16, $72,238.56, $72,167.90\uc774 1\ucc28 \ubc29\uc5b4\uc120\uc774\uba70, \uc774 \uad6c\uac04\uc774 \ubb34\ub108\uc9c0\uba74 ext_1.0 $71,868.50 \ubc0f ext_1.272 $71,705.63\uae4c\uc9c0 \ud655\uc7a5 \ud558\ub77d\uc774 \uc5f4\ub9bd\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72339.16,
          72238.56,
          72167.9,
          71868.5,
          71705.63
        ],
        "resistance": [
          72661.2,
          73255.7
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "72167.90",
      "risk_scenario": "\ub9cc\uc57d $72,167.90 \uc704\uc5d0\uc11c \ub20c\ub9bc\uc774 \ud761\uc218\ub418\uace0 \uac00\uaca9\uc774 \ud604\uc7ac\uac00 \uc601\uc5ed\uc744 \uc720\uc9c0\ud55c \ucc44 \uc7ac\ucc28 \uc0c1\uc2b9\ud558\uba74, \ub2e8\uae30 bearish \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 \uad6c\uc870 \uac15\uc138\uac00 \uc7ac\uac1c\ub418\uba74\uc11c 7\uc77c \uace0\uc810 $73,255.70 \uc7ac\uc2dc\ud5d8 \uc2dc\ub098\ub9ac\uc624\uac00 \uc6b0\uc138\ud574\uc9d1\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,167.90 \uc774\ud0c8 \uc2dc\uc5d0\ub294 $71,868.50\uc640 $71,705.63 \ud655\uc7a5 \ub808\ubca8\ub85c \ube60\ub974\uac8c \ubbf8\ub044\ub7ec\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "High\u2192Low: $72,467 \u2192 $71,868",
        "direction": "down",
        "nearest_fib": "ret_0.786",
        "nearest_fib_price": 72339.16,
        "nearest_fib_distance": 0.44,
        "golden_ratio_level": 72238.56,
        "fib_ret_382": 72097.24,
        "fib_ret_618": 72238.56,
        "confluence_zones": [
          {
            "price": 71882.77,
            "count": 4,
            "levels": [
              "ext_1.272",
              "ext_1.0",
              "ret_0.236",
              "ret_0.236"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 72210.71,
            "count": 4,
            "levels": [
              "ret_0.382",
              "ret_0.5",
              "ret_0.618",
              "ret_0.786"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 71462.91,
            "count": 3,
            "levels": [
              "ext_2.0",
              "ext_1.618",
              "ext_1.414"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 71018.63,
            "count": 2,
            "levels": [
              "ext_2.618",
              "ret_0.382"
            ],
            "cluster_score": 0.6
          }
        ],
        "support_levels": [
          72339.1568,
          72238.55840000001,
          72167.9
        ],
        "resistance_levels": [],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72009.82,
            "distance_pct": 0.9,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.382",
            "price": 72097.24,
            "distance_pct": 0.78,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.5",
            "price": 72167.9,
            "distance_pct": 0.68,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.618",
            "price": 72238.56,
            "distance_pct": 0.58,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.786",
            "price": 72339.16,
            "distance_pct": 0.44,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.0",
            "price": 71868.5,
            "distance_pct": 1.09,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.272",
            "price": 71705.63,
            "distance_pct": 1.32,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.414",
            "price": 71620.6,
            "distance_pct": 1.43,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.618",
            "price": 71498.44,
            "distance_pct": 1.6,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ext_2.0",
            "price": 71269.7,
            "distance_pct": 1.92,
            "is_support": true,
            "cluster_score": 0.85
          }
        ],
        "confluence_quality": 1.0,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.62,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.58,
      "setup_signals": [
        "\uac00\uaca9\uc774 EMA20 $72,455.22 \uc704, EMA120 $71,895.51 \uc704, EMA240 $71,409.90 \uc704\uc5d0 \uc788\uc5b4 \uc0c1\uc704 \uad6c\uc870\ub294 \uc5ec\uc804\ud788 \uc0c1\uc2b9 \uc6b0\uc704",
        "\uac15\uc138 Butterfly \ud6c4\ubcf4\uc758 PRZ\uac00 $71,357.80~$71,406.40, \uc911\uc2ec D \uac00\uaca9\uc774 $71,382.10\uc73c\ub85c \uc81c\uc2dc\ub418\uba70 \ubc18\uc804 \uc608\uc0c1 \ubc29\ud5a5\uc740 \uc704\ucabd",
        "\ud604\uc7ac\uac00 $72,661.20\ub294 PRZ \ub300\ube44 +1.76% \ub192\uc544 \uc544\uc9c1 \uc989\uc2dc \uc2e4\ud589 \uad6c\uac04\uc774 \uc544\ub2c8\ub77c \uad00\ucc30 \ub2e8\uacc4(watch)",
        "\ucd5c\uadfc 50\uce94\ub4e4 \ud558\ub2e8 \ubc94\uc704\uac00 $71,382.10, \uc0c1\ub2e8 \ubc94\uc704\uac00 $73,255.70\uc774\uba70 \ud604\uc7ac\uac00\ub294 \ubc94\uc704 \uc0c1\ub2e8\uc5d0 \ub354 \uac00\uae4c\uc6cc \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ub20c\ub9bc \ud6c4 \uc7ac\ud3c9\uac00 \uac00\ub2a5\uc131",
        "Butterfly \ube44\uc728\uc740 XAB 0.7153, XAD 1.1948\ub85c \uc815\uc11d \uac15\uc138 Butterfly(\uc774\uc0c1\uc801 XAB 0.786, XAD 1.272)\uc5d0\ub294 \ubbf8\ub2ec\ud574 strict\uac00 \uc544\ub2cc candidate \ud488\uc9c8"
      ],
      "reasoning": "15\ubd84 \uae30\uc900 BTC/USDT\ub294 \ud604\uc7ac\uac00 $72,661.20\uac00 EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \uc704\uc5d0 \uc704\uce58\ud574 \ud655\uc778\ub41c \uad6c\uc870 \uc790\uccb4\ub294 \uc0c1\uc2b9 \ud3b8\ud5a5\uc73c\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \ud0d0\uc9c0\ub41c \uc720\uc77c\ud55c \ud328\ud134\uc740 \uac15\uc138 Butterfly \ud6c4\ubcf4 1\uac74\uc774\uba70 strict \ud328\ud134\uc740 0\uac74, \ud328\ud134 \uc810\uc218\ub3c4 0.693\uc73c\ub85c \uc911\uac04 \uc218\uc900\uc774\uc5b4\uc11c \ud655\uc815 \uc2e0\ud638\ub85c \ubcf4\uae30\uc5d4 \ubd80\uc871\ud569\ub2c8\ub2e4. \ud575\uc2ec PRZ\ub294 $71,357.80~$71,406.40, D \uac00\uaca9\uc740 $71,382.10\uc778\ub370 \ud604\uc7ac\uac00\ub294 \uc774 \uad6c\uac04\ubcf4\ub2e4 1.76% \ub192\uc544 \uc544\uc9c1 \ud328\ud134 \uc644\uc131 \uc804 \uc870\uae30 \ub2e8\uacc4(execution_readiness: early)\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 bullish\uc9c0\ub9cc, \uc2e4\uc81c \ub9e4\uc218 \uc2e4\ud589\uc740 $71.38k \ubd80\uadfc \ud14c\uc2a4\ud2b8\uc640 \ubc18\uc751 \ud655\uc778\uc774 \ud544\uc694\ud574 \ucd5c\uc885 \ubc29\ud5a5 \uc2e0\ud638\ub294 \uc911\ub9bd\uc73c\ub85c \ub450\ub294 \uac83\uc774 \ud569\ub9ac\uc801\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72455.22,
          71895.51,
          71409.9,
          71382.1,
          71406.4,
          71357.8
        ],
        "resistance": [
          72243.6,
          72350.0,
          72661.2,
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71357.80",
      "risk_scenario": "\uac00\uaca9\uc774 $71,357.80 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uace0 PRZ \ud558\ub2e8\uc744 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uc218\uc6a9\ud558\uba74 \uac15\uc138 Butterfly \ubc18\uc804 \uac00\uc124\uc740 \ubb34\ud6a8\ud654\ub418\uba70, \uadf8 \uacbd\uc6b0 $71,409.90 EMA240 \ud68c\ubcf5 \uc2e4\ud328\uc640 \ud568\uaed8 \ub2e8\uae30 \uad6c\uc870\uac00 \uc57d\ud654\ub418\uc5b4 $71,000 \ud558\ud68c \ub610\ub294 \ucd5c\uadfc \uc2a4\uc719 \uc800\uc810 \uc7ac\uc2dc\ud5d8 \uc2dc\ub098\ub9ac\uc624\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c PRZ \ubbf8\ub3c4\ub2ec \uc0c1\ud0dc\uc5d0\uc11c \ubc14\ub85c $73,255.70\uc744 \ub3cc\ud30c\ud558\uba74 \uc774\ubc88 \ud558\ubaa8\ub2c9 \uc14b\uc5c5\uc740 \ud2b8\ub9ac\uac70 \uc5c6\uc774 \ubb34\uc0b0\ub418\uace0 \ub2e8\uc21c \ucd94\uc138 \uc5f0\uc7a5\uc73c\ub85c \ud574\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "patterns_found": 1,
        "swing_highs_scanned": 22,
        "swing_lows_scanned": 22,
        "price_pct_in_range": 68.3,
        "range_high_50": 73255.7,
        "range_low_50": 71382.1,
        "range_size": 1873.6,
        "strict_patterns_found": 0,
        "candidate_patterns_found": 1,
        "active_patterns_at_prz": 0,
        "nearby_patterns": 0,
        "all_patterns": [
          "butterfly"
        ],
        "all_signals": [
          "bullish"
        ],
        "best_pattern": "butterfly",
        "best_pattern_quality": "candidate",
        "best_pattern_score": 0.693,
        "nearest_prz": 71382.1,
        "price_to_prz": -1.76,
        "prz_range": [
          71357.8,
          71406.4
        ],
        "pattern_candidates": [
          {
            "pattern": "butterfly",
            "signal": "bullish",
            "pattern_quality": "candidate",
            "pattern_score": 0.693,
            "prz_proximity": "watch",
            "d_price": 71382.1,
            "price_to_prz_pct": -1.76,
            "ratios": {
              "XAB": 0.7153,
              "ABC": 0.8164,
              "BCD": 1.821,
              "XAD": 1.1948
            },
            "x_price": 71539.9,
            "x_idx": 232,
            "a_price": 72350.0,
            "a_idx": 241,
            "b_price": 71770.5,
            "b_idx": 248,
            "c_price": 72243.6,
            "c_idx": 256,
            "d_idx": 266
          }
        ],
        "actionable_patterns_list": [
          {
            "pattern": "butterfly",
            "signal": "bullish",
            "pattern_quality": "candidate",
            "pattern_score": 0.693,
            "prz_proximity": "watch",
            "prz_reversal_direction": "up",
            "interpretation": "BUTTERFLY CANDIDATE PRZ at $71,382.10: expected reversal UP near completion zone"
          }
        ],
        "execution_readiness": "early"
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bearish",
      "confidence": 0.77,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.77,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,661.20\uac00 EQ $72,318.90 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc989\uc2dc \ud558\ubc29 \uc7ac\ubd84\ubc30 \uc14b\uc5c5 \uc6b0\uc138",
        "\uc774\uc804 \uace0\uc810 $73,128.00\uc744 \uc774\ubbf8 \uc0c1\ud5a5 \ub3cc\ud30c\ud588\uc9c0\ub9cc \uc774\uc804 \uc800\uc810 $70,887.80\uc740 \uc544\uc9c1 \ubbf8\ud30c\uad34\ub85c, \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc0ac\uc6a9 \ud6c4 \ud558\ub2e8 \uc720\ub3d9\uc131 \ud0d0\uc0c9 \uc5ec\uc9c0 \uc874\uc7ac",
        "\uc57d\uc138 CHoCH\uac00 $70,666.00 \ubc0f $71,701.30\uc5d0\uc11c \ubc1c\uc0dd\ud588\uace0, \uc774\ud6c4 \uc57d\uc138 BOS\uac00 $71,539.90\uc5d0\uc11c \ud655\uc778\ub418\uc5b4 \ud558\ubc29 \uc2e4\ud589 \uba85\ubd84 \uc720\uc9c0",
        "\ud604\uc7ac resting liquidity\uac00 SSL $70,449.10\uc5d0 \ub0a8\uc544 \uc788\uc5b4 \ud558\ubc29 \uc720\ub3d9\uc131 \uc790\uc11d\uc774 \uba85\ud655\ud568",
        "\ub418\ub3cc\ub9bc \ube44\uc728\uc774 138.6%\ub85c \uacfc\ub3c4\ud55c \ud504\ub9ac\ubbf8\uc5c4 \uc7ac\uc9c4\uc785 \uc0c1\ud0dc\uc774\uba70, deepest retracement\ub3c4 193.6%\ub85c \uacfc\ud655\uc7a5 \ud6c4 \ub418\ubc00\ub9bc \uc704\ud5d8\uc774 \ud07c",
        "\ud65c\uc131 OB\uc640 \ubbf8\uccb4\uacb0 FVG\uac00 \ubaa8\ub450 0\uac1c\ub85c, \uc704\ucabd\uc73c\ub85c \uc989\uc2dc \ub04c\uc5b4\uc62c\ub9b4 \ube44\uc644\uc131 \ubd88\uade0\ud615\ubcf4\ub2e4 \uc544\ub798 \uc720\ub3d9\uc131 \uccad\uc0b0 \ub17c\ub9ac\uac00 \uc0c1\ub300\uc801\uc73c\ub85c \uc6b0\uc138"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870\uc0c1 \ucd5c\uadfc \uc774\ubca4\ud2b8\ub294 $72,350.00 \uc0c1\ud5a5 CHoCH\uac00 \uc874\uc7ac\ud574 \uc644\uc804\ud55c \uc57d\uc138 \ud655\uc815 \uad6c\uc870\ub85c \ubcf4\uae30\uc5d4 \uc560\ub9e4\ud558\uc9c0\ub9cc, \uadf8 \uc774\uc804\uc5d0 $71,701.30 \uc57d\uc138 CHoCH\uc640 $71,539.90 \uc57d\uc138 BOS\uac00 \uc774\ubbf8 \ud615\uc131\ub418\uc5b4 \uad6c\uc870\ub294 \ud63c\uc870\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c confirmed regime\uc778 structure_bias\ub294 \uc911\ub9bd\uc73c\ub85c \ubcf4\ub418, \ud604\uc7ac\uac00 $72,661.20\uac00 EQ $72,318.90 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc5d0 \uc788\uace0 7\uc77c \uace0\uc810\uad8c $73,255.70 \uc778\uc811 \uc544\uc2dc\uc544 \uc138\uc158 \uace0\uc810 \ud14c\uc2a4\ud2b8 \uc774\ud6c4\ub77c \uc2e4\ud589 \uc14b\uc5c5\uc740 \ud558\ubc29\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4. \ud2b9\ud788 \uc774\uc804 \uc77c\uace0 $73,128.00\uc740 \uc774\ubbf8 \uccad\uc0b0\ub410\uace0, \uc544\ub798\uc5d0\ub294 SSL $70,449.10\uc774 \uadf8\ub300\ub85c \ub0a8\uc544 \uc788\uc5b4 \uae30\uad00 \uad00\uc810\uc5d0\uc11c\ub294 \uc704 \uc720\ub3d9\uc131 \uc0ac\uc6a9 \ud6c4 \uc544\ub798 \uc720\ub3d9\uc131 \ud68c\uc218\uac00 \ub354 \ub9e4\ub825\uc801\uc785\ub2c8\ub2e4. \ub610\ud55c \ud65c\uc131 OB\uc640 \uc624\ud508 FVG\uac00 \uc804\ubb34\ud574 \ubc18\ub4f1\uc744 \uc9c0\uc9c0\ud560 \ubbf8\uccb4\uacb0 \uc218\uae09 \ud754\uc801\uc774 \uc57d\ud558\ubbc0\ub85c, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 $71,539.90 \uc7ac\uc774\ud0c8 \uc2dc \ud558\ubc29 \uac00\uc18d \uac00\ub2a5\uc131\uc744 \ubd05\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72350.0,
          72100.0,
          71701.3,
          71539.9,
          70887.8,
          70449.1
        ],
        "resistance": [
          73128.0,
          73255.7,
          72517.9
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73255.70",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,255.70 \uc704\ub85c \uc218\uc6a9\ub418\uace0 \uadf8 \uc704\uc5d0\uc11c 15\ubd84 \uc885\uac00 \uae30\uc900 \uc548\ucc29\ud558\uba74, \ud604\uc7ac \ud504\ub9ac\ubbf8\uc5c4 \uc57d\uc138 \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 buy-side sweep\uc774 \uc544\ub2c8\ub77c \uc9c4\uc131 \ud655\uc7a5\uc73c\ub85c \ud574\uc11d\uc774 \ubc14\ub01d\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 $72,517.90 \ubc0f $72,350.00 \uc704 \uad6c\uc870 \uc9c0\uc9c0\uac00 \uc7ac\ud655\uc778\ub418\uba74\uc11c \uc911\ub9bd \uad6c\uc870\uac00 \ub2e4\uc2dc \ub2e8\uae30 \uac15\uc138 \uad6c\uc870\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "order_blocks_total": 0,
        "confirmed_bullish_ob": 0,
        "confirmed_bearish_ob": 0,
        "candidate_bullish_ob": 0,
        "candidate_bearish_ob": 0,
        "active_bullish_ob": 0,
        "active_bearish_ob": 0,
        "nearest_bull_ob_range": null,
        "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": 66,
        "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": [
          "CHoCH_bearish",
          "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": [
          {
            "type": "SSL",
            "level": 70449.1
          }
        ],
        "current_zone": "premium",
        "eq_level": 72318.9,
        "range_high": 73255.7,
        "range_low": 71382.1,
        "bull_score": 7.7,
        "bear_score": 8.9,
        "setup_bias": "bearish",
        "setup_score": 0.77,
        "setup_signals": [
          "bearish CHoCH below $70,666.00",
          "bearish CHoCH below $71,701.30",
          "bearish BOS below $71,539.90",
          "SSL resting below $70,449.10",
          "deep retracement 138.6% in premium zone"
        ],
        "retracement_direction": "bearish",
        "current_retracement_pct": 138.6,
        "deepest_retracement_pct": 193.6,
        "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": false,
            "high": null,
            "low": null
          },
          "Asian kill zone": {
            "active": true,
            "high": 73255.7,
            "low": 72309.5
          }
        }
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "bullish",
      "confidence": 0.82,
      "structure_bias": "bullish",
      "setup_bias": "neutral",
      "setup_score": 0.41,
      "setup_signals": [
        "\ud655\uc815\ub41c ACC \uad6c\uc870\uc5d0\uc11c \ud604\uc7ac\uac00 $72,661.20\ub294 \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8 AR $72,858.50 \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud574 \uc0c1\ub2e8 \uc7ac\uc2dc\ud5d8 \uad6c\uac04\uc774\ub2e4",
        "\uba54\uc778 \ub808\uc778\uc9c0 \uae30\uc900 EQ\ub294 \uc57d $72,205.15\uc774\uba70 \ud604\uc7ac\uac00\ub294 \uadf8 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc5d0 \uc788\uc5b4, \uad6c\uc870\ub294 \uac15\ud558\uc9c0\ub9cc \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc0c1\ub2e8 \uc800\ud56d \ubc18\uc751 \uac00\ub2a5\uc131\uc774 \ub0a8\uc544 \uc788\ub2e4",
        "\uc9c1\uc804 \ud65c\uc131 \uad6c\uc870(15m_cycle_2)\uc5d0\uc11c Spring $71,658.80 \uc774\ud6c4 SOS $73,123.90\uac00 \ubc1c\uc0dd\ud588\uace0, \ud604\uc7ac \uc774\ubca4\ud2b8\uac00 BU\ub85c \ud45c\uae30\ub418\uc5b4 \uc788\uc5b4 \uc0c1\ub2e8 \ub3cc\ud30c \ud6c4 \ub418\ub3cc\ub9bc/\uc7ac\ud655\uc778 \uc131\uaca9\uc774 \uc6b0\uc120\uc774\ub2e4",
        "LPS \uae30\uc900 \ubc29\uc5b4 \uac00\uaca9\ub300\ub294 1\ucc28\ub85c $71,688.80, \ud65c\uc131 \uad6c\uc870 ST\ub294 $71,546.00\uc774\uba70 \uc774 \uad6c\uac04 \uc720\uc9c0 \uc5ec\ubd80\uac00 \uc989\uc2dc \uacbd\ub85c \ud310\ub2e8\uc758 \ud575\uc2ec\uc774\ub2e4",
        "\ud604\uc7ac\uac00\uac00 primary AR $72,858.50\uc640 active AR $72,666.60 \uc0ac\uc774 \ud63c\ud569 \uc800\ud56d/\uc218\uc6a9 \uad6c\uac04\uc5d0 \uc788\uc5b4, \ucd94\uac00 \uc218\uc6a9 \ud655\uc778 \uc804\uae4c\uc9c0\ub294 \ucd94\uaca9\ud615 \uac15\uc138 \uc14b\uc5c5\ubcf4\ub2e4 \uc911\ub9bd\uc801 \uc7ac\uc2dc\ud5d8 \uc14b\uc5c5\uc5d0 \uac00\uae5d\ub2e4"
      ],
      "reasoning": "\ub808\uc9d0\uc740 ACC\uc774\uba70 acc_score 100.0, regime_state confirmed_acc, phase_context\ub294 confirmed_acc / accumulation / Phase E\ub85c \ud655\uc778\ub418\uc5b4 \uad6c\uc870_bias\ub294 \uba85\ud655\ud55c \uac15\uc138\ub2e4. \uba54\uc778 \uc575\ucee4\ub294 SC $71,551.80\uc640 AR $72,858.50\uc774\uace0, \uc774\ud6c4 ST $70,428.00, Spring $70,666.00, TERMINAL_SPRING $70,831.90, SOS $71,533.00, LPS $71,688.80, BU $73,050.00\uc758 \uc21c\uc11c\ub85c \ub204\uc801\uc774 \uc644\uc131\ub41c \uc0c1\ud0dc\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 \uba54\uc778 AR \uc544\ub798 $72,661.20\ub85c \uc0c1\ub2e8 \uc800\ud56d \uc778\uc811 \uad6c\uac04\uc774\uba70, pos_in_range 0.50 \ubd80\uadfc\uc774\ub77c \uad6c\uc870\uc801 \uac15\uc138\uc640 \ubcc4\uac1c\ub85c \uc989\uc2dc \uacbd\ub85c\ub294 $72,858.50~$73,123.90 \uc7ac\ub3cc\ud30c \ud655\uc778 \ub610\ub294 $72,205.15 EQ~$71,688.80 LPS \uc7ac\ud14c\uc2a4\ud2b8\uac00 \ub354 \ud604\uc2e4\uc801\uc774\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 \uac15\uc138\uc9c0\ub9cc, \uc14b\uc5c5\uc740 \uc544\uc9c1 \uc0c1\ub2e8 \uc218\uc6a9 \uc7ac\ud655\uc778 \uc804 \ub2e8\uacc4\ub85c \uc911\ub9bd\uc5d0 \ub450\ub294 \uac83\uc774 Wyckoff\uc801\uc73c\ub85c \ub354 \uc801\uc808\ud558\ub2e4.",
      "key_levels": {
        "support": [
          72205.15,
          71688.8,
          71551.8,
          71546.0
        ],
        "resistance": [
          72666.6,
          72858.5,
          73050.0,
          73123.9
        ]
      },
      "time_horizon": "short/medium term",
      "invalidation_level": "71546.0",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $72,858.50~$73,123.90 \uc0c1\ub2e8 \uacf5\uae09\ub300\ub97c \uc7ac\uc218\uc6a9\ud558\uc9c0 \ubabb\ud558\uace0 \ub418\ubc00\ub9b0 \ub4a4 $71,546.00 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uba74, \ud604\uc7ac\uc758 Phase E \uac15\uc138 \ud574\uc11d\uc740 \ub2e8\uae30\uc801\uc73c\ub85c \uc57d\ud654\ub41c\ub2e4. \uadf8 \uacbd\uc6b0 \uc989\uc2dc \uacbd\ub85c\ub294 LPS \uc2e4\ud328\ub85c \uc77d\ud788\uba70 $71,688.80 \ubc0f \uba54\uc778 SC $71,551.80 \uc7ac\uc2dc\ud5d8\uc774 \uc5f4\ub9ac\uace0, \ub354 \ub098\uc544\uac00\uba74 \uc774\uc804 ST/Spring \uc800\uc810\ub300\uc778 $70,831.90~$70,428.00\uae4c\uc9c0 \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\uac00 \ucee4\uc9c4\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 100.0,
        "dis_score": 92.5,
        "regime": "ACC",
        "regime_state": "confirmed_acc",
        "structure_bias": "bullish",
        "phase_context": "confirmed_acc / accumulation / Phase E",
        "phases_detected": [
          "SC",
          "AR",
          "ST",
          "Spring",
          "TERMINAL_SPRING",
          "SOS",
          "LPS",
          "BU"
        ],
        "last_phase": "BU",
        "phase_candidates": [
          {
            "label": "SC",
            "side": "low",
            "idx": 74,
            "price": 71551.8,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 96,
            "price": 72858.5,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 144,
            "price": 70428.0,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 159,
            "price": 70666.0,
            "color": "#f9844a"
          },
          {
            "label": "TERMINAL_SPRING",
            "side": "low",
            "idx": 171,
            "price": 70831.9,
            "color": "#f3722c"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 178,
            "price": 71533.0,
            "color": "#06d6a0"
          },
          {
            "label": "LPS",
            "side": "low",
            "idx": 206,
            "price": 71688.8,
            "color": "#8338ec"
          },
          {
            "label": "BU",
            "side": "high",
            "idx": 292,
            "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": 74,
            "end_idx": 292,
            "phase_count": 8,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 74,
                "price": 71551.8,
                "color": "#ffd166",
                "dt": "2026-04-08 16:45:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 96,
                "price": 72858.5,
                "color": "#06d6a0",
                "dt": "2026-04-08 22:15:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 144,
                "price": 70428.0,
                "color": "#118ab2",
                "dt": "2026-04-09 10:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 159,
                "price": 70666.0,
                "color": "#f9844a",
                "dt": "2026-04-09 14:00:00+09:00"
              },
              {
                "label": "TERMINAL_SPRING",
                "side": "low",
                "idx": 171,
                "price": 70831.9,
                "color": "#f3722c",
                "dt": "2026-04-09 17:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 178,
                "price": 71533.0,
                "color": "#06d6a0",
                "dt": "2026-04-09 18:45:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 206,
                "price": 71688.8,
                "color": "#8338ec",
                "dt": "2026-04-10 01:45:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 292,
                "price": 73050.0,
                "color": "#7209b7",
                "dt": "2026-04-10 23:15:00+09:00"
              }
            ]
          },
          {
            "structure_id": "15m_cycle_2",
            "sequence": 2,
            "timeframe": "15m",
            "regime": "accumulation",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bullish",
            "phase_context": "accumulation",
            "start_idx": 196,
            "end_idx": 294,
            "phase_count": 6,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 196,
                "price": 70470.2,
                "color": "#ffd166",
                "dt": "2026-04-09 23:15:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 223,
                "price": 72666.6,
                "color": "#06d6a0",
                "dt": "2026-04-10 06:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 236,
                "price": 71546.0,
                "color": "#118ab2",
                "dt": "2026-04-10 09:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 276,
                "price": 71658.8,
                "color": "#f9844a",
                "dt": "2026-04-10 19:15:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 293,
                "price": 73123.9,
                "color": "#06d6a0",
                "dt": "2026-04-10 23:30:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 294,
                "price": 72925.0,
                "color": "#7209b7",
                "dt": "2026-04-10 23:45:00+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
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.72,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ud604 \uac00\uaca9 $72,661.20\ub294 7\uc77c \ubc94\uc704 \uc911\uc0c1\ub2e8\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uc131\uaca9\uc774 \uac15\ud558\uba70, \uc0c1\ub2e8 \uc720\ub3d9\uc131 $73,500 \ubc0f $73,700\uac00 \ubc14\ub85c \uc704\uc5d0 \uc313\uc5ec \uc788\uc74c",
        "CVD divergence 0.850\uc73c\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \ucc38\uc5ec \uac15\ub3c4\uac00 \uc644\uc804\ud788 \ub3d9\ud589\ud558\uc9c0 \uc54a\uc544, \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \ud6c4 \ub418\ubc00\ub9b4 \uac00\ub2a5\uc131\uc774 \uc788\uc74c",
        "OI trend 1.000\uc73c\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \ub9e4\uc6b0 \uac15\ud55c\ub370, \uac00\uaca9\uc740 24\uc2dc\uac04 \uae30\uc900 +0.73%\uc5d0 \uadf8\uccd0 \ub808\ubc84\ub9ac\uc9c0 \ud3ec\uc9c0\uc158 \uacfc\ubc00 \ud6c4 \uccad\uc0b0\uc131 \ubcc0\ub3d9\uc774 \ub098\uc62c \uc218 \uc788\uc74c",
        "\ub871/\uc20f \ubd88\uade0\ud615 0.607\uc740 \uadf9\ub2e8\uc740 \uc544\ub2c8\uc9c0\ub9cc \ud55c\ucabd \ud3ec\uc9c0\uc154\ub2dd\uc774 \ub204\uc801\ub418\ub294 \ucd08\uc785\uc73c\ub85c \ud574\uc11d \uac00\ub2a5\ud558\uba70, \uc0c1\ub2e8 \uc800\ud56d \uadfc\ucc98\uc5d0\uc11c\ub294 \uc5ed\ucd94\uc138 \ubcc0\ub3d9 \ub9ac\uc2a4\ud06c\uac00 \uc874\uc7ac\ud568",
        "\uc120\ubb3c-\ud604\ubb3c \ubca0\uc774\uc2dc\uc2a4\uac00 -0.0465%\ub85c \ubbf8\uc138\ud55c \ub514\uc2a4\uce74\uc6b4\ud2b8 \uc0c1\ud0dc\ub77c \ud604\ubb3c \uc8fc\ub3c4 \ucd94\uc138\ub294 \uc720\uc9c0\ub418\uc9c0\ub9cc, \uacf5\uaca9\uc801 \ucd94\uaca9 \ub871\uc774 \uac15\ud55c \uad6c\uc870\ub294 \uc544\ub2d8"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \uc704\uc5d0 \ubaa8\ub450 \uc548\ucc29\ud574 \uc788\uc5b4 15\ubd84 \uae30\uc900 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\uace0 \uc788\uc73c\uba70, aggregate score 0.689\uc640 bull signal 3\uac1c\ub294 \uc774\ub97c \uc9c0\uc9c0\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uac00\uaca9 $72,661.20\ub294 \uc0c1\ub2e8 \uc720\ub3d9\uc131 $73,500~$73,700 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uace0, CVD divergence 0.850\uacfc OI trend 1.000 \uc870\ud569\uc740 \uac00\uaca9 \uc0c1\uc2b9\ubcf4\ub2e4 \ud3ec\uc9c0\uc158 \uc99d\uac00\uac00 \uc55e\uc11c\ub294 \uad6c\uac04\uc73c\ub85c \ubcf4\uc5ec \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc0c1\ub2e8 \uc2a4\uc715 \ud6c4 \ub418\ub3cc\ub9bc \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. funding pressure 0.500\uacfc positioning extreme\uc774 balanced\uc778 \uc810\uc740 \uacfc\uc5f4\uc744 \uc644\uc804\ud788 \uc758\ubbf8\ud558\uc9c4 \uc54a\uc9c0\ub9cc, \uc989\uc2dc \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4 \ubc18\uc751 \ud655\uc778\uc774 \ub354 \uc720\ub9ac\ud55c \ud658\uacbd\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud655\uc778\ub41c \uad6c\uc870\ub294 bullish\uc9c0\ub9cc, \uc2e4\ud589 \uad00\uc810\uc758 setup\uc740 \ub2e8\uae30 bearish pullback \ucabd\uc5d0 \ub354 \uac00\uae5d\uace0, \ub418\ub3cc\ub9bc \uc2dc $71,400\uacfc $70,000\ub300 \uc720\ub3d9\uc131 \uc790\uc11d \uc5ed\ud560\uc744 \uc6b0\uc120 \uccb4\ud06c\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72455.22,
          71895.51,
          71400,
          70000,
          69800
        ],
        "resistance": [
          73255.7,
          73500,
          73700,
          80200
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71400",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub294 $73,500~$73,700 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud55c \ub4a4\uc5d0\ub3c4 OI\uac00 \uc720\uc9c0\ub418\uace0 \uac00\uaca9\uc774 $73,700 \uc704\uc5d0\uc11c \ubc1b\uc544\uc9c0\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \ud604\uc7ac\uc758 \ub2e8\uae30 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub418\uace0, \uc20f \ucee4\ubc84\uc640 \uc2e0\uaddc \ub871 \uc720\uc785\uc774 \uacb9\uce58\uba70 7\uc77c \uace0\uc810 $73,255.70 \ub3cc\ud30c \ud655\uc778 \ud6c4 \ub354 \ud070 \uc0c1\ubc29 \ud655\uc7a5\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,400 \uc774\ud0c8 \uc2dc\uc5d0\ub294 \ub871 \uc5b8\uc640\uc778\ub529\uc774 \uac00\uc18d\ub418\uba70 $70,000, \ucd5c\uc885\uc801\uc73c\ub85c\ub294 \uac00\uc7a5 \uac15\ud55c \uccad\uc0b0 \ub808\ubca8\uc778 $69,800 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ub192\uc544\uc9d1\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.85,
        "oi_trend": 1.0,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.607,
        "spot_futures_basis_score": 0.488,
        "spot_futures_basis_pct": -0.0465,
        "aggregate_score": 0.689,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            71400,
            2248.87284285
          ],
          [
            70000,
            2325.18611325
          ],
          [
            69800,
            3130.327349
          ]
        ],
        "liq_above": [
          [
            73500,
            2425.5012126
          ],
          [
            73700,
            2454.97012155
          ],
          [
            80200,
            2601.6333
          ]
        ],
        "strongest_liq_level": 69800,
        "fragility_score": 0.527,
        "positioning_extreme": "balanced"
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.6,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.66,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,661.20\uac00 \ucd5c\uadfc \uc720\ud6a8 \uc2a4\uc719 \uad6c\uac04 \uc800\uc810 $71,382.10 ~ \uace0\uc810 $72,467.30\uc758 \uc911\uac04\uac12(EQ) $71,924.70 \uc704\uc5d0 \uc788\uc5b4 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\uc9c1\uc804 \ud655\uc815 \uc2a4\uc719 \uc800\uc810\uc774 $71,868.50(last_swing low)\uc774\uba70, \ud604\uc7ac\uac00\ub294 \uadf8 \uc800\uc810 \ub300\ube44 \ubc18\ub4f1 \ud6c4 \uc9c1\uc804 \ud30c\ub3d9 \uace0\uc810 $72,467.30 \ubc0f 7\uc77c \uace0\uac00 $73,255.70 \uc800\ud56d\ub300 \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911",
        "\ucd5c\uadfc 5\uac1c \uce94\ub4e4 \ud750\ub984\uc774 \uc57d\uc138 \uc6b0\uc138(\u25b2 \u25bc \u25bc \u25bc \u25b2)\ub85c, \ub2e8\uae30\uc801\uc73c\ub85c Wave 5 \uc9c4\ud589\ubcf4\ub2e4 \uace0\uc810 \uc778\uc811 \uc870\uc815 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac",
        "\uc5c4\uaca9 \uae30\uc900 corrective \ud6c4\ubcf4 \uc911 bearish \uad6c\uc870\uc758 \ud488\uc9c8\uc774 0.60\uc73c\ub85c \uac00\uc7a5 \ub192\uace0, b retracement\uac00 0.53\uc73c\ub85c \ube44\uad50\uc801 \uc815\ud615\uc801\uc778 A-B-C \uc870\uc815 \uac00\ub2a5\uc131 \uc874\uc7ac",
        "\ucd5c\uc2e0 bullish impulse\uc758 wave_quality\uac00 0.50, w3_extension\uc774 1.1\uc5d0 \uadf8\uccd0 \uac15\ud55c \ucd94\uc138 \ud655\uc7a5\ud615\ubcf4\ub2e4\ub294 \uc885\ub8cc \ud6c4 \uc870\uc815 \uc804\ud658 \uac00\ub2a5\uc131\uc774 \uc5f4\ub824 \uc788\uc74c"
      ],
      "reasoning": "15\ubd84 \uae30\uc900 \ud655\uc778\ub41c \uc8fc \uad6c\uc870\ub294 $71,382.10 \u2192 $71,840.80 \u2192 $71,960.50 \u2192 $72,467.30 \u2192 $71,868.50\ub85c \uc774\uc5b4\uc9c4 bullish impulse \ud6c4\ubcf4 1\uac1c\uc774\uba70, EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 \uad6c\uc870 \uc790\uccb4\ub294 \uc544\uc9c1 \uc644\uc804\ud55c \uc57d\uc138 \uc804\ud658\uc73c\ub85c \ubcf4\uae30 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac_wave_position\uc774 'Wave 5 or correction'\uc73c\ub85c \uc81c\uc2dc\ub418\uace0, strict bearish corrective \ud6c4\ubcf4\uc758 wave_quality\uac00 0.60\uc73c\ub85c \uac00\uc7a5 \ub192\uc544, \ud604 \uad6c\uac04\uc740 \uc0c1\uc2b9 \ucd94\uc138\uc758 \uc5f0\uc7a5\ubcf4\ub2e4 Wave 5 \uc885\ub8cc \ub610\ub294 A-B-C \uc870\uc815 \uc9c4\uc785\uc744 \uba3c\uc800 \uc758\uc2ec\ud574\uc57c \ud569\ub2c8\ub2e4. \ud604\uc7ac\uac00 $72,661.20\ub294 \ucd5c\uadfc \uc2a4\uc719 \ubc94\uc704\uc758 EQ $71,924.70 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc788\uc5b4 \uc989\uc2dc \ucd94\uaca9 \ub9e4\uc218 \uad6c\uac04\ubcf4\ub2e4\ub294 \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\uac00 \ud070 \uc790\ub9ac\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 bullish\ub85c \uc720\uc9c0\ud558\ub418, \uc2e4\ud589 \uad00\uc810\uc758 setup_bias\ub294 bearish\uc774\uba70, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 $72,467.30 \uc7ac\uc2dc\ud5d8 \uc2e4\ud328 \uc2dc $71,868.50 \ubc0f $71,382.10 \ubc29\ud5a5\uc758 \uc870\uc815\uc774 \ub354 \uc790\uc5f0\uc2a4\ub7fd\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72455.22,
          71895.51,
          71868.5,
          71382.1,
          71409.9
        ],
        "resistance": [
          72661.2,
          72700.0,
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71382.10",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub85c $73,255.70\ub97c 15\ubd84 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uace0 \uc548\ucc29\ud558\uba74, \ud604\uc7ac \ud574\uc11d\uc778 \uc870\uc815 A-B-C \uac00\ub2a5\uc131\uc740 \uc57d\ud654\ub418\uba70 $71,868.50\ub97c Wave 4 \uc800\uc810\uc73c\ub85c \ub454 \uc0c8\ub85c\uc6b4 \uc0c1\uc2b9 Wave 5 \uc5f0\uc7a5 \uc2dc\ub098\ub9ac\uc624\uac00 \uc6b0\uc138\ud574\uc9d1\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,382.10\uc774 \ubd95\uad34\ub418\uba74 bullish impulse \uce74\uc6b4\ud2b8 \uc790\uccb4\uac00 \ubb34\ud6a8\ud654\ub418\uc5b4 \ub354 \ud070 \ud558\ub77d \uc870\uc815\uc73c\ub85c \uc7ac\ubd84\ub958\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "wave_count_summary": "1 impulse + 15 corrective",
        "current_wave_position": "Wave 5 or correction",
        "impulse_candidates_found": 1,
        "corrective_candidates_found": 3,
        "swing_points_used": 44,
        "last_swing": {
          "idx": 289,
          "price": 71868.5,
          "type": "low"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bullish",
            "wave_quality": 0.5,
            "tier": "candidate",
            "w3_extension": 1.1
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.71
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.35,
            "tier": "candidate",
            "b_retracement": 0.82
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.53
          }
        ],
        "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": [
            266,
            289
          ]
        }
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.74,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.72,
      "active_setups": [
        "\ud604\uc7ac\uac00 $72,661.20\uac00 ICT EQ $72,318.90 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uce94\ub4e4 strict \uc57d\uc138 \ud328\ud134 bearish harami\uac00 $73,255.70 \uc8fc\uac04 \uace0\uc810 \uc800\ud56d \ud558\ub2e8\uc5d0\uc11c \ucd9c\ud604\ud588\uace0 \ud328\ud134 \ud488\uc9c8 0.74, \uace0\uac70\ub798\ub7c9 \ub3d9\ubc18",
        "\ud53c\ubcf4\ub098\uce58 \uae30\uc900 \ucd5c\uadfc \ud558\ub77d \uc2a4\uc719 $72,467\u2192$71,868\uc758 0.786 \ub418\ub3cc\ub9bc $72,339.16 \uc704\uc5d0\uc11c \uac70\ub798 \uc911\uc774\uba70, $72,210.71\uc5d0 4\uc911 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc874\uc7ac",
        "\uc5d8\ub9ac\uc5c7 \uae30\uc900 \ud604\uc7ac \uad6c\uac04\uc740 Wave 5 \ub9d0\ub2e8 \ub610\ub294 \uc870\uc815 \uc9c4\uc785 \ud6c4\ubcf4\uc774\uba70, \ucd5c\uadfc \uc2a4\uc719 EQ $71,924.70 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uc874",
        "\ud30c\uc0dd \uae30\uc900 \uc0c1\ub2e8 \uc720\ub3d9\uc131 $73,500~$73,700 \uc544\ub798\uc5d0\uc11c CVD divergence 0.850, OI trend 1.000\uc73c\ub85c \ub808\ubc84\ub9ac\uc9c0 \uacfc\ubc00\uc131 \uacbd\uace0",
        "ICT \uae30\uc900 \uc774\uc804 \uace0\uc810 $73,128.00 \uc720\ub3d9\uc131\uc740 \uc0ac\uc6a9\ub410\uc9c0\ub9cc \ud558\ub2e8 SSL $70,449.10\uc740 \uc544\uc9c1 \uc794\uc874"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 \ub204\uc801 \uc774\ud6c4\uc758 \uac15\uc138 \ud3b8\ud5a5\uc774 \uc6b0\uc138\ud558\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5\uc73c\ub85c \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc758 \ub2e8\uae30 \uc57d\uc138 \uc870\uac74\uc744 \uc9c0\uc801\ud569\ub2c8\ub2e4. \uc989 \ud070 \uad6c\uc870\uc640 \uc989\uc2dc \uc2e4\ud589 \ub9ac\uc2a4\ud06c\uac00 \uc11c\ub85c \uc5c7\uac08\ub9ac\ub294 \uc0c1\ud0dc\ub85c, \ud604\uc7ac\ub294 \ucd94\uc138 \ucd94\uc885\ubcf4\ub2e4 \uad6c\uc870 \uc0c1\ub2e8 \uc218\uc6a9 \uc5ec\ubd80\uc640 \ud504\ub9ac\ubbf8\uc5c4 \ubc18\uc751\uc744 \uba3c\uc800 \ud655\uc778\ud574\uc57c \ud558\ub294 \uad6d\uba74\uc785\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 1,
      "neutral_count": 4
    },
    "key_levels": {
      "support": [
        72455.22,
        72339.16,
        72238.56,
        72205.15,
        71895.51,
        71868.5,
        71688.8,
        71409.9,
        71382.1,
        70449.1
      ],
      "resistance": [
        72666.6,
        72858.5,
        73123.9,
        73255.7,
        73500.0,
        73700.0
      ]
    },
    "confluences": [
      "\uad6c\uc870 \uac15\uc138 \ud569\uc758: \uce94\ub4e4, \ud53c\ubcf4\ub098\uce58, \ud558\ubaa8\ub2c9, \uc640\uc774\ucf54\ud504, \ud30c\uc0dd, \uc5d8\ub9ac\uc5c7\uc774 \ubaa8\ub450 \ud604\uc7ac\uac00\uac00 EMA20 $72,455.22, EMA120 $71,895.51, EMA240 $71,409.90 \uc704\uc5d0 \uc788\uc5b4 \uc0c1\uc704 \uad6c\uc870\ub294 \uac15\uc138\ub85c \ud3c9\uac00",
      "\ud504\ub9ac\ubbf8\uc5c4/\uc0c1\ub2e8 \ubd80\ub2f4 \ud569\uc758: ICT\ub294 EQ $72,318.90 \uc704 \ud504\ub9ac\ubbf8\uc5c4, \ud53c\ubcf4\ub098\uce58\ub294 0.786 $72,339.16 \uc0c1\ub2e8, \uc5d8\ub9ac\uc5c7\uc740 EQ $71,924.70 \uc704 \ud504\ub9ac\ubbf8\uc5c4, \uce94\ub4e4\uc740 $73,255.70 \uc800\ud56d \ud558\ub2e8\uc73c\ub85c \ub3d9\uc77c\ud55c \uc0c1\ub2e8 \ubd80\ub2f4\uc744 \uc9c0\uc801",
      "\ub2e8\uae30 \uc57d\uc138 \uc2e4\ud589 \uc14b\uc5c5 \ud569\uc758: \uce94\ub4e4(\uc57d\uc138 \ud558\ub77c\ubbf8 0.74), \ud53c\ubcf4\ub098\uce58(\ub418\ub3cc\ub9bc \ub9d0\ub2e8), ICT(\ubca0\uc5b4\ub9ac\uc2dc BOS/CHoCH), \ud30c\uc0dd(CVD divergence 0.850), \uc5d8\ub9ac\uc5c7(\uc870\uc815 \ud6c4\ubcf4)\uae4c\uc9c0 5\uac1c \ubd84\uc11d\uc774 \ub2e8\uae30 \uc57d\uc138 \uc870\uac74\uc5d0 \uc218\ub834",
      "\ud575\uc2ec \ubc29\uc5b4 \uad6c\uac04 \ud569\uc758: $72,455.22 EMA20\uc740 \uce94\ub4e4\u00b7\ud558\ubaa8\ub2c9\u00b7\ud30c\uc0dd\u00b7\uc5d8\ub9ac\uc5c7 \uacf5\ud1b5 \uc9c0\uc9c0\uc774\uba70, $71,895.51~$71,868.50 \uad6c\uac04\uc740 \uce94\ub4e4\u00b7\ud53c\ubcf4\ub098\uce58\u00b7\uc5d8\ub9ac\uc5c7\uc774 \ubaa8\ub450 \ub2e4\uc74c \uad6c\uc870 \ubc29\uc5b4\ub300\ub85c \uc81c\uc2dc",
      "\uc640\uc774\ucf54\ud504\uc640 ICT\uc758 \uad6c\uc870 \uad50\ucc28\uc810: \uc640\uc774\ucf54\ud504 \uba54\uc778 EQ $72,205.15\uc640 ICT EQ $72,318.90\uac00 \ubaa8\ub450 \ud604\uc7ac\uac00 \uc544\ub798\uc5d0 \uc788\uc5b4, \uc2dc\uc7a5\uc774 \ub808\uc778\uc9c0 \uc911\ub2e8 \uc774\uc0c1 \ud504\ub9ac\ubbf8\uc5c4 \ucabd\uc5d0 \uc790\ub9ac\ud55c\ub2e4\ub294 \uc810\uc5d0\uc11c \uc77c\uce58"
    ],
    "conflicts": [
      "\uc640\uc774\ucf54\ud504\ub294 confirmed accumulation Phase E\uc640 BU \uc774\ud6c4 \uad6c\uc870\ub97c \uac00\uc7a5 \uac15\ud55c \uac15\uc138\ub85c \ubcf4\uc9c0\ub9cc, ICT\ub294 \ud63c\uc870 \uad6c\uc870 \uc18d\uc5d0\uc11c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc0ac\uc6a9 \ud6c4 \ud558\ub2e8 \uc720\ub3d9\uc131 \ud0d0\uc0c9 \uc870\uac74\uc744 \ub354 \uc911\uc2dc\ud574 \uc2e4\ud589 \uad00\uc810\uc774 \ub69c\ub837\ud558\uac8c \uc57d\uc138\uc785\ub2c8\ub2e4.",
      "\ud558\ubaa8\ub2c9\uc740 $71,357.80~$71,406.40 PRZ\uc758 \uac15\uc138 Butterfly \ud6c4\ubcf4\ub97c \uc81c\uc2dc\ud558\uc9c0\ub9cc, \ud604\uc7ac\uac00\ub294 PRZ\ubcf4\ub2e4 1.76% \ub192\uc544 \uc989\uc2dc\uc131\uc740 \ub0ae\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \ud53c\ubcf4\ub098\uce58\u00b7\uce94\ub4e4\u00b7ICT\ub294 \ud604 \uc704\uce58 \uc790\uccb4\ub97c \uc774\ubbf8 \ub2e8\uae30 \ubd80\ub2f4 \uad6c\uac04\uc73c\ub85c \ubd05\ub2c8\ub2e4.",
      "\ud30c\uc0dd\uc740 \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uac15\uc138\ub97c \uc720\uc9c0\ud558\uc9c0\ub9cc OI \uc99d\uac00\uc640 CVD \ube44\ub3d9\ud589\uc73c\ub85c \ucde8\uc57d\uc131\uc744 \uacbd\uace0\ud569\ub2c8\ub2e4. \uc774\ub294 \uc640\uc774\ucf54\ud504\uc758 \uac15\ud55c \uad6c\uc870 \ub099\uad00\ub860\uacfc \ub2ec\ub9ac, \uad6c\uc870\ub294 \uac15\ud574\ub3c4 \uc0c1\ub2e8 \uc218\uc6a9 \uacfc\uc815\uc774 \ub9e4\ub044\ub7fd\uc9c0 \uc54a\uc744 \uc218 \uc788\uc74c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4."
    ],
    "executive_summary": "15\ubd84 \uad6c\uc870 \uc9c4\ub2e8\uc758 \uc911\uc2ec\ucd95\uc740 \uac15\uc138\uc785\ub2c8\ub2e4. \uac00\uc7a5 \ubb34\uac8c\uac00 \uc2e4\ub9ac\ub294 \ud574\uc11d\uc740 \uc640\uc774\ucf54\ud504\uc758 \ud655\uc778\ub41c \ub204\uc801 \uad6c\uc870\ub85c, \uc774\uc804 \uc0ac\uc774\ud074\uc740 \uc774\ubbf8 Spring\u00b7SOS\u00b7LPS\ub97c \uac70\uccd0 BU\uae4c\uc9c0 \uc9c4\ud589\ub418\uc5c8\uace0 \ud604\uc7ac \uc2dc\uc7a5\uc740 Phase E \uc131\uaca9\uc758 \uc0c1\ub2e8 \uc7ac\ud655\uc778 \uad6c\uac04\uc5d0 \uc704\uce58\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00 $72,661.20\ub294 ICT EQ $72,318.90, \uc640\uc774\ucf54\ud504 EQ $72,205.15, \ud53c\ubcf4\ub098\uce58 0.786 $72,339.16 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed\uc774\uba70, \uce94\ub4e4\uc758 \uace0\uac70\ub798\ub7c9 bearish harami\uc640 \ud30c\uc0dd\uc758 CVD/OI \uad34\ub9ac\uae4c\uc9c0 \uacb9\uccd0 \uc2e4\ud589 \uc14b\uc5c5\uc740 \uad6c\uc870\uc640 \ub2ec\ub9ac \ub2e8\uae30 \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc989 \uc2dc\uc7a5\uc774 '\uc57d\uc138 \uad6c\uc870'\uc778 \uac83\uc740 \uc544\ub2c8\uace0, '\uac15\uc138 \uad6c\uc870 \ub0b4\ubd80\uc758 \uc0c1\ub2e8 \ubd80\ub2f4/\uc7ac\ubd84\ubc30 \uc704\ud5d8 \uc870\uac74'\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \uad6c\uc870 \uc720\uc9c0\uc758 \ud575\uc2ec \uae30\uc900\uc740 $71,688.80~$71,551.80 \ubc29\uc5b4\uc774\uba70, \uc774 \uad6c\uac04\uc774 \ubb34\ub108\uc9c0\uba74 \ud604\uc7ac\uc758 \ub204\uc801-\ud6c4\uc18d \uac15\uc138 \ud574\uc11d\uc740 \uc7ac\ud3c9\uac00\uac00 \ud544\uc694\ud569\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.74,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.64,
    "waypoints": [
      {
        "seq": 1,
        "price": 72210.71,
        "type": "support_test",
        "source": "Fibonacci Analyst (4\uc911 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 strict), Wyckoff (EQ $72,205.15), ICT (EQ $72,318.90 \uc544\ub798 \uc7ac\uc9c4\uc785)",
        "description": "\uc14b\uc5c5 bias\uac00 bearish 72%\ub85c \uad6c\uc870 \ub300\ube44 \uc6b0\uc138\ud558\uace0 strength>=0.7\uc5d0 \uadfc\uc811\ud558\ubbc0\ub85c \uccab \uacbd\ub85c\ub294 \ud558\ubc29 \ud14c\uc2a4\ud2b8\uac00 \uc6b0\uc120. WP1 \ud6c4\ubcf4 \uc911 \uac00\uc7a5 \uac00\uae4c\uc6b4 strict tier(1.0 \uc810\uc218) 4\uc911 \ud53c\ubcf4\ub098\uce58 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $72,210.71\ub294 \uc640\uc774\ucf54\ud504 \uba54\uc778 EQ $72,205.15\uc640 \uac70\uc758 \uc77c\uce58\ud574 \ucd5c\uc0c1\uc704 \ubc18\uc751 \uad6c\uac04. \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \ud574\uc18c \ubc0f ICT EQ \uc7ac\uc9c4\uc785\uc744 \ud1b5\ud55c \ub2e8\uae30 \ud558\ub2e8 \uc720\ub3d9\uc131 \ud655\uc778 \ub2e8\uacc4.",
        "est_hours": 4.0,
        "turning_zone": [
          72097.24,
          72240.0
        ],
        "likely_wick": 72167.9,
        "rejection_confirm": 72339.16,
        "invalid_overshoot": 72050.0,
        "calibration_reasoning": "4\uc911 \ud53c\ubcf4\ub098\uce58 \ucee8\ud50c\ub8e8\uc5b8\uc2a4($72,210.71)\uc640 Wyckoff EQ($72,205.15)\uac00 \ubc00\uc9d1\ud55c \ud575\uc2ec \ubc18\uc751 \uad6c\uac04\uc744 \uc911\uc2ec\uc73c\ub85c, \uc544\ub798\ub85c\ub294 Fib 0.382($72,097.24)\uae4c\uc9c0 \ud655\uc7a5(\ud3ed 143 \u2248 0.47\u00d7ATR). likely_wick\uc740 \uccb4\uc5b4\ub9e8 \uc9c0\uc9c0 $72,167.90\uc5d0 \uc704\uce58\ud55c \uc989\uc2dc \ubc18\uc751 \uc9c0\uc810\uc774\uba70, $72,339.16 \uc7ac\ub3cc\ud30c\ub85c \uc804\ud658 \ud655\uc815. $72,050 \uc774\ud0c8 \uc2dc 72,097 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ubd95\uad34\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "price": 71868.5,
        "type": "liquidity_sweep",
        "source": "Elliott (last swing low $71,868.50), Fibonacci (ext_1.0), Candlestick/Derivatives (EMA120 $71,895.51 \uad6c\uac04)",
        "description": "\uccab \uc9c0\uc9c0 \ud14c\uc2a4\ud2b8\uac00 strict bearish \ud328\ud134 \ub3d9\ubc18\uc758 \uace0\uac70\ub798\ub7c9 \uc555\ub825\uacfc CVD divergence 0.850\u00b7OI trend 1.000 \ub808\ubc84\ub9ac\uc9c0 \uacfc\ubc00\ub85c \ubb34\ub108\uc9c8 \uacbd\uc6b0, \ud53c\ubcf4\ub098\uce58 ext_1.0 $71,868.50\uacfc EMA120 $71,895.51\uc774 \uc218\ub834\ub41c \uad6c\uac04\uc744 \ud130\uce58. \uc5d8\ub9ac\uc5c7 \uc9c1\uc804 \ud655\uc815 \uc2a4\uc719 \uc800\uc810\uacfc \uc77c\uce58\ud558\uba70 \ud558\ub2e8 \uc720\ub3d9\uc131 \uc790\uc11d \uae30\ub2a5. \uc5ec\uae30\uc11c \uc640\uc774\ucf54\ud504 \uad6c\uc870 \ubc29\uc5b4(LPS $71,688.80 \uc0c1\ub2e8)\uac00 \uc720\uc9c0\ub418\ub294\uc9c0 \ud655\uc778\ud558\ub294 \uacb0\uc815\uc801 \uad6c\uac04.",
        "est_hours": 10.0,
        "turning_zone": [
          71720.0,
          71905.0
        ],
        "likely_wick": 71820.0,
        "rejection_confirm": 71950.0,
        "invalid_overshoot": 71688.8,
        "calibration_reasoning": "Fib ext_1.0($71,868.50), 4\uc911 \ucee8\ud50c\ub8e8\uc5b8\uc2a4($71,882.77), EMA120($71,895.51)\uac00 \uc218\ub834\ud55c \uc0c1\ub2e8\uacfc LPS \uc0c1\ub2e8($71,688.80) \uc0ac\uc774\uc758 \uc720\ub3d9\uc131 \ud480\uc744 \ud3ec\ud568(\ud3ed 185 \u2248 0.61\u00d7ATR). likely_wick $71,820\uc740 \uace0\uc815\ub41c \uccb4\uc5b4\ub9e8 \uc9c0\uc9c0\ub97c \uc0b4\uc9dd \ud558\ud68c\ud574 \uc2a4\ud1b1 \uc2a4\uc715 \ud6c4 \ubc18\ub4f1\ud558\ub294 \uc804\ud615\uc801 \uad6c\uac04\uc774\uba70, EMA120 \uc0c1\ub2e8 \uc7ac\ud0c8\ud658($71,950)\uc73c\ub85c \ud655\uc815. LPS $71,688.80 \uc774\ud0c8 \uc2dc \uc640\uc774\ucf54\ud504 \ubc29\uc5b4 \uc2e4\ud328\ub85c \ubb34\ud6a8."
      },
      {
        "seq": 3,
        "price": 72858.5,
        "type": "resistance_test",
        "source": "Wyckoff (AR $72,858.50, Phase E \uc0c1\ub2e8 \uc7ac\uc2dc\ud5d8), Chairman \ud569\uc758 \uad6c\uc870 \uac15\uc138, Derivatives \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc790\uc11d",
        "description": "\ud558\ub2e8 \uc720\ub3d9\uc131 \ud68c\uc218 \ud6c4 \uc640\uc774\ucf54\ud504 \ud655\uc815 \ub204\uc801 Phase E \uad6c\uc870\uac00 \uc791\ub3d9\ud558\uba74\uc11c \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8 AR $72,858.50 \uc7ac\uc2dc\ud5d8\uc73c\ub85c \ubcf5\uadc0. \uc14b\uc5c5 \ud574\uc18c \ud6c4 \uad6c\uc870 bias(74%)\uac00 \ubcf8\uaca9\uc801\uc73c\ub85c \ud45c\uba74\ud654\ub418\ub294 \uad6c\uac04\uc73c\ub85c, SOS $73,123.90 \ub3cc\ud30c \uc5ec\ubd80\ub97c \ud310\ub2e8\ud558\ub294 1\ucc28 \uad00\ubb38.",
        "est_hours": 20.0,
        "turning_zone": [
          72858.5,
          73060.0
        ],
        "likely_wick": 73000.0,
        "rejection_confirm": 72666.6,
        "invalid_overshoot": 73123.9,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c \ud3ed 201 \u2248 0.67\u00d7ATR \uc801\uc6a9. AR $72,858.50 \uc0c1\ub2e8\uc5d0\uc11c $73,000 \ub77c\uc6b4\ub4dc\ub118\ubc84 \uc790\uc11d\uc774 likely_wick\uc744 \ub04c\uc5b4\ub2f9\uae30\uba70, SOS $73,123.90 \uc9c1\uc804\uae4c\uc9c0\uac00 \uc720\ud6a8 \uac70\ubd80 \uad6c\uac04. \uccb4\uc5b4\ub9e8 \uc800\ud56d-\uc9c0\uc9c0 \uc804\ud658 \ub808\ubca8 $72,666.60 \uc7ac\ud558\ud68c\ub85c \uac70\ubd80 \ud655\uc815, $73,123.90 \ub3cc\ud30c \uc2dc SOS \uc131\uc0ac\ub85c \ubcf8\uaca9 \uc0c1\uc2b9\uc7a5 \uc804\uac1c\ub418\uc5b4 \ud130\ub2dd \ubb34\ud6a8."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 72700.0,
        "expected_low": 72210.71,
        "high_first": false
      },
      "8h": {
        "expected_high": 72700.0,
        "expected_low": 71950.0,
        "high_first": false
      },
      "24h": {
        "expected_high": 72858.5,
        "expected_low": 71868.5,
        "high_first": false
      }
    },
    "triggers": {
      "bullish": {
        "price": 72858.5,
        "description": "Wyckoff AR $72,858.50 15\ubd84 \uc885\uac00 \ub3cc\ud30c + CVD \ub3d9\ud589 \ud68c\ubcf5 \uc2dc Phase E \uc0c1\ub2e8 \uc218\uc6a9 \ud655\uc778, \uc774 \uacbd\uc6b0 $73,123.90 SOS \ubc0f $73,255.70 \uc8fc\uac04 \uace0\uc810\uc73c\ub85c \uac00\uc18d \uac00\ub2a5"
      },
      "bearish": {
        "price": 71688.8,
        "description": "Wyckoff LPS $71,688.80 \uc0c1\uc2e4 \uc2dc \ub204\uc801 \uad6c\uc870 \ubc29\uc5b4 \uc2e4\ud328, $71,551.80 SC \ud14c\uc2a4\ud2b8 \ubc0f ICT \ud558\ub2e8 SSL $70,449.10\uae4c\uc9c0 \uc7ac\ubd84\ubc30 \uacbd\ub85c \uac1c\ubc29"
      }
    },
    "scenario_invalidation": 71551.8
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 72210.71,
        "turning_zone": [
          72097.24,
          72240.0
        ],
        "likely_wick": 72167.9,
        "rejection_confirm": 72339.16,
        "invalid_overshoot": 72050.0,
        "calibration_reasoning": "4\uc911 \ud53c\ubcf4\ub098\uce58 \ucee8\ud50c\ub8e8\uc5b8\uc2a4($72,210.71)\uc640 Wyckoff EQ($72,205.15)\uac00 \ubc00\uc9d1\ud55c \ud575\uc2ec \ubc18\uc751 \uad6c\uac04\uc744 \uc911\uc2ec\uc73c\ub85c, \uc544\ub798\ub85c\ub294 Fib 0.382($72,097.24)\uae4c\uc9c0 \ud655\uc7a5(\ud3ed 143 \u2248 0.47\u00d7ATR). likely_wick\uc740 \uccb4\uc5b4\ub9e8 \uc9c0\uc9c0 $72,167.90\uc5d0 \uc704\uce58\ud55c \uc989\uc2dc \ubc18\uc751 \uc9c0\uc810\uc774\uba70, $72,339.16 \uc7ac\ub3cc\ud30c\ub85c \uc804\ud658 \ud655\uc815. $72,050 \uc774\ud0c8 \uc2dc 72,097 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ubd95\uad34\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "base_target": 71868.5,
        "turning_zone": [
          71720.0,
          71905.0
        ],
        "likely_wick": 71820.0,
        "rejection_confirm": 71950.0,
        "invalid_overshoot": 71688.8,
        "calibration_reasoning": "Fib ext_1.0($71,868.50), 4\uc911 \ucee8\ud50c\ub8e8\uc5b8\uc2a4($71,882.77), EMA120($71,895.51)\uac00 \uc218\ub834\ud55c \uc0c1\ub2e8\uacfc LPS \uc0c1\ub2e8($71,688.80) \uc0ac\uc774\uc758 \uc720\ub3d9\uc131 \ud480\uc744 \ud3ec\ud568(\ud3ed 185 \u2248 0.61\u00d7ATR). likely_wick $71,820\uc740 \uace0\uc815\ub41c \uccb4\uc5b4\ub9e8 \uc9c0\uc9c0\ub97c \uc0b4\uc9dd \ud558\ud68c\ud574 \uc2a4\ud1b1 \uc2a4\uc715 \ud6c4 \ubc18\ub4f1\ud558\ub294 \uc804\ud615\uc801 \uad6c\uac04\uc774\uba70, EMA120 \uc0c1\ub2e8 \uc7ac\ud0c8\ud658($71,950)\uc73c\ub85c \ud655\uc815. LPS $71,688.80 \uc774\ud0c8 \uc2dc \uc640\uc774\ucf54\ud504 \ubc29\uc5b4 \uc2e4\ud328\ub85c \ubb34\ud6a8."
      },
      {
        "seq": 3,
        "base_target": 72858.5,
        "turning_zone": [
          72858.5,
          73060.0
        ],
        "likely_wick": 73000.0,
        "rejection_confirm": 72666.6,
        "invalid_overshoot": 73123.9,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c \ud3ed 201 \u2248 0.67\u00d7ATR \uc801\uc6a9. AR $72,858.50 \uc0c1\ub2e8\uc5d0\uc11c $73,000 \ub77c\uc6b4\ub4dc\ub118\ubc84 \uc790\uc11d\uc774 likely_wick\uc744 \ub04c\uc5b4\ub2f9\uae30\uba70, SOS $73,123.90 \uc9c1\uc804\uae4c\uc9c0\uac00 \uc720\ud6a8 \uac70\ubd80 \uad6c\uac04. \uccb4\uc5b4\ub9e8 \uc800\ud56d-\uc9c0\uc9c0 \uc804\ud658 \ub808\ubca8 $72,666.60 \uc7ac\ud558\ud68c\ub85c \uac70\ubd80 \ud655\uc815, $73,123.90 \ub3cc\ud30c \uc2dc SOS \uc131\uc0ac\ub85c \ubcf8\uaca9 \uc0c1\uc2b9\uc7a5 \uc804\uac1c\ub418\uc5b4 \ud130\ub2dd \ubb34\ud6a8."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 18.0,
      "chairman": 30.7,
      "operating_path": 56.4,
      "tp_calibrator": 53.4
    },
    "agents": {},
    "total_s": 158.6
  }
}