{
  "symbol": "BTC/USDT",
  "timeframe": "15m",
  "timestamp": "2026-04-11 05:00 KST",
  "last_price": 73199.0,
  "num_candles": 300,
  "stage1_analyses": {
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.73,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $73,199\ub294 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uac70\ub798 \uc911",
        "\uc0c1\ub2e8 \uc720\ub3d9\uc131\uc774 $73,700, $74,400\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc5b4 \uc9c1\uc804 \uace0\uc810 \uc0c1\ud68c \uc2dc \uc720\ub3d9\uc131 \uc2a4\uc715 \ud6c4 \ub418\ubc00\ub9bc \uac00\ub2a5\uc131 \uc874\uc7ac",
        "CVD divergence 0.700\uc73c\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \ucc38\uc5ec \uac15\ub3c4\uac00 \uc644\uc804\ud55c \ucd94\uc138 \ucd94\uc885\ud615\uc740 \uc544\ub2c8\uba70, \uace0\uc810 \ubd80\uadfc \ucd94\uaca9 \ub9e4\uc218 \ud6a8\uc728 \uc800\ud558 \uc2e0\ud638",
        "OI trend 0.863\uc73c\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \uac15\ud558\uc9c0\ub9cc funding pressure 0.500, L/S imbalance 0.631\uc740 \uacfc\uc5f4\ubcf4\ub2e4\ub294 \ud55c\ucabd \ud3ec\uc9c0\uc158 \ub204\uc801 \ucd08\uae30 \ub2e8\uacc4\ub85c \ud574\uc11d \uac00\ub2a5",
        "spot-futures basis -0.0600%\ub85c \ud604\ubb3c \ub300\ube44 \uc120\ubb3c\uc774 \ubbf8\uc138\ud55c \ub514\uc2a4\uce74\uc6b4\ud2b8 \uc0c1\ud0dc\ub77c \uc0c1\uc2b9 \ucd94\uc138 \ub0b4\uc5d0\uc11c\ub3c4 \ub2e8\uae30 \ub418\ub3cc\ub9bc/\ubca0\uc774\uc2dc\uc2a4 \uc815\uc0c1\ud654 \uac00\ub2a5\uc131 \uc874\uc7ac"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 EMA20 $72,897, EMA120 $72,147, EMA240 $71,601 \uc704\uc5d0 \ubaa8\ub450 \uc548\ucc29\ud574 \uc788\uace0 24\uc2dc\uac04 \uae30\uc900 +1.46% \uc0c1\uc2b9\ud55c \uc0c1\ud0dc\ub77c 15\ubd84 \uad6c\uc870\ub294 \uba85\ud655\ud55c \uc0c1\uc2b9 \uc6b0\uc704\uc785\ub2c8\ub2e4. \ud30c\uc0dd \uce21\uba74\uc5d0\uc11c\ub3c4 aggregate score 0.636, bull signals 3, OI trend 0.863\uc740 \uc2e0\uaddc \ud3ec\uc9c0\uc158\uc774 \uc720\uc785\ub418\ub294 \uc0c1\uc2b9 \uc9c0\uc18d \uad6c\uc870\ub97c \uc9c0\uc9c0\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc774\uba70 \uc0c1\ub2e8 \uccad\uc0b0 \uc720\ub3d9\uc131\uc774 $73,700\uc640 $74,400\uc5d0 \uc788\uc5b4 \uba3c\uc800 \uc704\ub97c \ucc0c\ub978 \ub4a4 \ud754\ub4dc\ub294 \uc804\ud615\uc801 \ub2e8\uae30 \uc5ed\ucd94\uc138 \uc14b\uc5c5\uc774 \uc5f4\ub824 \uc788\uc2b5\ub2c8\ub2e4. funding pressure\uac00 0.500\uc73c\ub85c \uadf9\ub2e8\uc801\uc774\uc9c0 \uc54a\uace0 positioning_extreme\ub3c4 balanced\ub77c \ud070 \ucd94\uc138 \ubc18\uc804\ubcf4\ub2e4\ub294 4~8\uc2dc\uac04 \ub0b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \ud6c4 \uc7ac\ud3c9\uac00 \uc2dc\ub098\ub9ac\uc624\uac00 \ub354 \uc720\ub825\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72897.21,
          72147.14,
          70000,
          69800
        ],
        "resistance": [
          73255.7,
          73700,
          74400,
          75900
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "72147.14",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub294 $73,255.70 \ub3cc\ud30c\uac00 \uc2e4\ud328\ud558\uace0 $72,897 EMA20 \uc544\ub798\ub85c \ubc00\ub9b0 \ub4a4 $72,147\uae4c\uc9c0 \uc774\ud0c8\ud558\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 \uc0c1\uc2b9\uc740 \ub2e8\uae30 \uc720\ub3d9\uc131 \ud5cc\ud305\uc73c\ub85c \ub05d\ub098\uace0, \ub192\uc740 OI 0.863\uc774 \ub871 \uccad\uc0b0 \uc555\ub825\uc73c\ub85c \uc804\ud658\ub418\uba70 \ud558\ub2e8 \uc720\ub3d9\uc131 $70,000 \ubc0f $69,800 \ud761\uc218 \uad6c\uac04\uae4c\uc9c0 \ube60\ub974\uac8c \ub2f9\uaca8\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.7,
        "oi_trend": 0.863,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.631,
        "spot_futures_basis_score": 0.485,
        "spot_futures_basis_pct": -0.06,
        "aggregate_score": 0.636,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            70000,
            3088.58608025
          ],
          [
            69800,
            2905.646307
          ],
          [
            65600,
            3069.7450850000005
          ]
        ],
        "liq_above": [
          [
            73700,
            2326.4967073499997
          ],
          [
            74400,
            2267.0772239999997
          ],
          [
            75900,
            2251.9831699999995
          ]
        ],
        "strongest_liq_level": 80200,
        "fragility_score": 0.661,
        "positioning_extreme": "balanced"
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.62,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.58,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $73,199.00\ub294 \ucd5c\uadfc 50\uce94\ub4e4 \ubc94\uc704 \uc0c1\ub2e8 $73,255.70\uc5d0 \ub9e4\uc6b0 \uadfc\uc811\ud574 \uc788\uc5b4 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\uc0c1\uc2b9 \ub098\ube44\ud615 \ud6c4\ubcf4\uc758 PRZ\ub294 $71,357.80~$71,406.40, \uc911\uc2ec D \uac00\uaca9\uc740 $71,382.10\uc778\ub370 \ud604\uc7ac\uac00\ub294 PRZ \ub300\ube44 +2.48% \uc704\uc5d0 \uc788\uc5b4 \uc544\uc9c1 \ub9e4\uc218 \uc644\ub8cc \uad6c\uac04\uc5d0 \uc9c4\uc785\ud558\uc9c0 \uc54a\uc74c",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911\uc774\uc5b4\uc11c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8/\uc2a4\uc715 \uc774\ud6c4 \ub418\ub3cc\ub9bc \uac00\ub2a5\uc131 \uc874\uc7ac",
        "EMA20 $72,897.21 \uc704, EMA120 $72,147.14 \uc704, EMA240 $71,601.60 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \ucd94\uc138 \uc790\uccb4\ub294 \uac15\ud558\uc9c0\ub9cc \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uacfc\uc5f4 \uc704\uce58\uc5d0 \uac00\uae4c\uc6c0"
      ],
      "reasoning": "15\ubd84 BTC/USDT\uc5d0\uc11c\ub294 \ud328\ud134 1\uac1c\uac00 \ud0d0\uc9c0\ub418\uc5c8\uace0, \ucd5c\uc6b0\uc120 \ud6c4\ubcf4\ub294 \uac15\uc138 butterfly \ud6c4\ubcf4\uc774\uba70 \uc810\uc218\ub294 0.693\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \uc774 \ud328\ud134\uc740 strict\uac00 \uc544\ub2cc candidate\uc774\uace0, \ud65c\uc131 PRZ \uc9c4\uc785 \uc0c1\ud0dc\ub3c4 \uc544\ub2c8\uba70 D \uc644\ub8cc \uc608\uc0c1 \uac00\uaca9\uc740 $71,382.10, PRZ\ub294 $71,357.80~$71,406.40\uc73c\ub85c \ud604\uc7ac\uac00 $73,199.00\ubcf4\ub2e4 2.48% \uc544\ub798\uc5d0 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uac00\uaca9\uc774 EMA20/120/240 \uc704\uc5d0 \uc788\uc5b4 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\uc9c0\ub9cc, \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \ucd5c\uadfc \uace0\uc810 $73,255.70 \ubd80\uadfc \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uba3c\uc800 \ud558\ubc29 \uc870\uc815\uc774 \ub098\uc640\uc57c \uac15\uc138 \ud558\ubaa8\ub2c9\uc774 \uc644\uc131\ub418\ub294 \uc14b\uc5c5\uc785\ub2c8\ub2e4. \uc989 \ud604\uc7ac\ub294 \ucd94\uc138\ub294 \uac15\uc138\uc9c0\ub9cc, \uc989\uc2dc \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4\ub294 $71.38k PRZ \ud14c\uc2a4\ud2b8 \uc5ec\ubd80\ub97c \ubcf4\ub294 \uac10\uc2dc \uad6d\uba74\uc73c\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72897.21,
          72147.14,
          71601.6,
          71406.4,
          71382.1,
          71357.8
        ],
        "resistance": [
          73255.7,
          72243.6,
          72350.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71357.80",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub294 \uac00\uaca9\uc774 $73,255.70 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud55c \ub4a4 \uc870\uc815 \uc5c6\uc774 \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \uc774 \uacbd\uc6b0 butterfly \uac15\uc138 \ud6c4\ubcf4\uc758 D \uc644\uc131 \uac00\ub2a5\uc131\uc740 \ud06c\uac8c \uc57d\ud654\ub418\uace0, \uc2dc\uc7a5\uc740 PRZ $71,357.80~$71,406.40 \uc7ac\ubc29\ubb38 \uc5c6\uc774 \uc0c1\ubc29 \ud655\uc7a5 \uad6d\uba74\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c PRZ\uc5d0 \ub3c4\ub2ec\ud55c \ub4a4\uc5d0\ub3c4 $71,357.80 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uba74 \ud574\ub2f9 \uac15\uc138 \ubc18\uc804 \uac00\uc815\uc740 \ubb34\ud6a8\uac00 \ub418\uba70, \uad6c\uc870\ub3c4 \ub2e8\uae30 \uc57d\uc138\ub85c \uae30\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 1,
        "swing_highs_scanned": 22,
        "swing_lows_scanned": 22,
        "price_pct_in_range": 97.0,
        "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": -2.48,
        "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": -2.48,
            "ratios": {
              "XAB": 0.7153,
              "ABC": 0.8164,
              "BCD": 1.821,
              "XAD": 1.1948
            },
            "x_price": 71539.9,
            "x_idx": 216,
            "a_price": 72350.0,
            "a_idx": 225,
            "b_price": 71770.5,
            "b_idx": 232,
            "c_price": 72243.6,
            "c_idx": 240,
            "d_idx": 250
          }
        ],
        "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"
      }
    },
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "neutral",
      "confidence": 0.62,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.71,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $73,199\ub294 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uc800\ud56d \ud14c\uc2a4\ud2b8 \uc911",
        "\uac00\uaca9\uc774 EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \uc704\uc5d0 \uc788\uc5b4 \uad6c\uc870\ub294 \uc0c1\uc2b9\uc774\uc9c0\ub9cc, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uacfc\uc5f4 \uad6c\uac04\uc5d0\uc11c \ub418\ub3cc\ub9bc \uc14b\uc5c5 \uc6b0\uc138",
        "\ucd5c\uadfc \ud328\ud134 \uad70\uc9d1\uc5d0\uc11c evening_star@292, bearish_harami@291, bearish_engulfing@296\uc774 \uc5f0\uc18d \ucd9c\ud604\ud574 $73,200~73,255 \uc800\ud56d\ub300 \uacf5\uae09 \ubc18\uc751 \uac00\ub2a5\uc131 \uc2dc\uc0ac",
        "\ub9c8\uc9c0\ub9c9 \uce94\ub4e4 doji@299\ub294 \uc9c1\uc804 \uc0c1\uc2b9 \uc774\ud6c4 \ubc29\ud5a5\uc131 \uc18c\uc9c4 \uc2e0\ud638\ub85c \ud574\uc11d \uac00\ub2a5\ud558\uba70, 7\uc77c \uace0\uc810 \uc778\uc811 \uc704\uce58\ub77c\ub294 \ub9e5\ub77d\uc0c1 \ub2e8\uae30 \uc57d\uc138 \uacbd\uacc4 \ud544\uc694",
        "bear_score 2.15\uac00 bull_score 1.50\ubcf4\ub2e4 \ub192\uace0, \ucd5c\uace0 \ud488\uc9c8 \ud328\ud134\uc774 bearish evening star(0.633)\ub85c \uc9d1\uacc4\ub418\uc5b4 \uad6c\uc870 \uc804\ud658 \uc804 \uc120\ud589 \uc57d\uc138 \uc14b\uc5c5\uc774 \ud615\uc131 \uc911"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 \ud604\uc7ac\uac00 $73,199\uc5d0\uc11c EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \uc704\ub97c \ubaa8\ub450 \uc720\uc9c0\ud558\uace0 \uc788\uc5b4 15\ubd84 \uae30\uc900 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc544\uc9c1 \uc720\ud6a8\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uadfc \ud0d0\uc9c0\ub41c \ud328\ud134\uc740 evening star@292, bearish engulfing@296, bearish harami@291, doji@299\ub85c, \ubaa8\ub450 7\uc77c \uace0\uc810 $73,255.70 \uc778\uadfc \uc800\ud56d \ub9e5\ub77d\uc5d0\uc11c \ubc1c\uc0dd\ud574 \ub2e8\uae30 \ubd84\ubc30 \ub610\ub294 \ub418\ub3cc\ub9bc \uac00\ub2a5\uc131\uc744 \ub192\uc785\ub2c8\ub2e4. \ud2b9\ud788 bear_score 2.15\uac00 bull_score 1.50\ubcf4\ub2e4 \uc6b0\uc704\uc774\uace0 \ucd5c\uace0 \ud488\uc9c8\ub3c4 bearish evening star 0.633\uc774\uc5b4\uc11c, \ud655\uc815 \ud558\ub77d \uad6c\uc870\ub294 \uc544\ub2c8\uc9c0\ub9cc \uc989\uc2dc \ucd94\uaca9\ub9e4\uc218\ubcf4\ub2e4 \ub20c\ub9bc \ub610\ub294 \ub2e8\uae30 \uc870\uc815 \uac00\ub2a5\uc131\uc744 \uc6b0\uc120 \ubd10\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 bullish, setup_bias\ub294 bearish\ub85c \ubd84\ub9ac\ud558\uba70, \uc2e0\ud638 \uc790\uccb4\ub294 \uc0c1\uc704 \uad6c\uc870\uc640 \ub2e8\uae30 \uc5ed\ud48d\uc774 \ucda9\ub3cc\ud558\ubbc0\ub85c neutral\ub85c \ud310\ub2e8\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72897.21,
          72147.14,
          71601.6
        ],
        "resistance": [
          73255.7,
          73443.54
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "73443.54",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,255.70 \uc800\ud56d\uc744 \uc885\uac00 \uae30\uc900\uc73c\ub85c \ub3cc\ud30c\ud558\uace0 ATR(244.54)\uc758 \uc808\ubc18 \uc774\uc0c1 \ucd94\uac00 \ud655\uc7a5\ud574 $73,443.54 \uc704\ub85c \uc548\ucc29\ud558\uba74, \ud604\uc7ac\uc758 evening star\u00b7bearish engulfing \uae30\ubc18 \uc57d\uc138 \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 \ub2e8\uae30 \uc20f \ucee4\ubc84\uc640 \ud568\uaed8 \uc2e0\uace0\uac00 \ud655\uc7a5 \uc2dc\ub098\ub9ac\uc624\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,897.21 \uc544\ub798\ub85c \ubc00\ub9ac\uba74 \ub2e8\uae30 \ub418\ub3cc\ub9bc\uc774 EMA120 $72,147.14 \ud14c\uc2a4\ud2b8\ub85c \ud655\ub300\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 144,
        "recent_patterns": 6,
        "pattern_list": [
          "bullish_engulfing@290",
          "bullish_engulfing@294",
          "bearish_engulfing@296",
          "evening_star@292",
          "doji@299",
          "bearish_harami@291"
        ],
        "atr_value": 244.54,
        "vol_avg_20": 1817.0,
        "high_volume_patterns": [],
        "pattern_candidates": [
          {
            "pattern": "evening_star",
            "signal": "bearish",
            "pattern_quality": 0.633,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.613,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_harami",
            "signal": "bearish",
            "pattern_quality": 0.573,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.449,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.44,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.633,
        "bull_score": 1.5,
        "bear_score": 2.15
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bullish",
      "confidence": 0.76,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.759,
      "setup_signals": [
        "\uac00\uaca9\uc774 EQ $72,318.90 \uc704, \ud604\uc7ac premium \uad6c\uac04\uc5d0 \uc788\uc73c\ub098 \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc774\uc804 \uace0\uc810 \ud655\uc7a5 \ud750\ub984 \uc720\uc9c0",
        "\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",
        "\ucd5c\uadfc \ucd94\uac00 \uac15\uc138 CHoCH\uac00 $72,350.00\uc5d0\uc11c \ubc1c\uc0dd\ud574 \uc0c1\ubc29 \uad6c\uc870 \uc7ac\uc804\ud658\uc774 \uc7ac\ud655\uc778\ub428",
        "\uc774\uc804 \uc77c\ubd09 \uace0\uc810 $73,128.00\uc744 \uc774\ubbf8 \ub3cc\ud30c\ud574 buy-side liquidity\ub97c \ud761\uc218\ud55c \ub4a4\uc5d0\ub3c4 \uac00\uaca9\uc774 $73,199.00\uc5d0\uc11c \uc720\uc9c0\ub428",
        "EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \ub2e8\uae30-\uc911\uae30 \ucd94\uc138 \uc815\ub82c\uc774 \uac15\uc138",
        "\ud604\uc7ac \ud558\ub2e8 \uc720\ub3d9\uc131\uc740 SSL $70,449.10\uc5d0 \ub0a8\uc544 \uc788\uc5b4, \uc989\uac01 \ubd95\uad34 \uc804\uae4c\uc9c0\ub294 \uc0c1\ubc29 \uc720\uc9c0 \ud6c4 \uc870\uc815 \uac00\ub2a5\uc131\uc774 \ud07c"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870\uc0c1 \uac00\uc7a5 \uc911\uc694\ud55c \uc810\uc740 $71,533.00\uc758 \uac15\uc138 CHoCH \uc774\ud6c4 $72,517.90\uc758 \uac15\uc138 BOS\uac00 \uc774\ubbf8 \ud655\uc778\ub418\uc5c8\uace0, \uc774\ud6c4 $72,350.00\uc5d0\uc11c \ub2e4\uc2dc \uac15\uc138 CHoCH\uac00 \ub098\uc624\uba70 \uc2dc\uc7a5 \uad6c\uc870\uac00 \uc0c1\ubc29\uc73c\ub85c \uc7ac\uc815\ub82c\ub410\ub2e4\ub294 \uac83\uc785\ub2c8\ub2e4. \ud604\uc7ac \uac00\uaca9 $73,199.00\uc740 EQ $72,318.90 \uc704 premium\uc5d0 \uc704\uce58\ud558\uace0, 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\ubbc0\ub85c \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4 \uace0\uc810 \uc720\ub3d9\uc131 \ucc98\ub9ac \ud6c4 \ubc18\uc751\uc744 \ubcf4\ub294 \uad6c\uac04\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ubbf8\uccb4\uacb0 FVG\uac00 0\uac1c\uc774\uace0 \ud65c\uc131 OB\ub3c4 \uc5c6\uc5b4\uc11c \uc989\uc2dc \uac15\ud55c \ud560\uc778 \ub9e4\uc218 \uad6c\uac04\uc740 \ubd80\uc871\ud558\uba70, \uc774\ub294 \uad6c\uc870\ub294 \uac15\uc138\uc9c0\ub9cc \uc5d4\ud2b8\ub9ac\ub294 \ub2e4\uc18c \ub2a6\uc740 \uc704\uce58\ub77c\ub294 \ub73b\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 bullish\uac00 \ub9de\uace0, setup \uc5ed\uc2dc \uc774\uc804 \uc77c\ubd09 \uace0\uc810 \ub3cc\ud30c\uc640 \uac15\uc138 \uad6c\uc870 \uc720\uc9c0 \ub54c\ubb38\uc5d0 bullish\uc774\ub098, premium \uad6c\uac04\uc778 \ub9cc\ud07c \ub2e8\uae30 \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\ub294 \ubc18\ub4dc\uc2dc \uace0\ub824\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          73128.0,
          72517.9,
          72350.0,
          72318.9,
          71533.0,
          70449.1
        ],
        "resistance": [
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72350.0",
      "risk_scenario": "\ub9cc\uc57d $72,350.00 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uace0 \uc218\uc6a9\ub418\uba74 \ucd5c\uadfc \uac15\uc138 CHoCH \ubcf5\uad6c\uac00 \ubb34\ud6a8\ud654\ub418\uba70, \uc774\ud6c4 $72,318.90 EQ\uc640 $71,533.00 \uad6c\uc870 \uc9c0\uc9c0\uae4c\uc9c0 \ub418\ub3cc\ub9bc\uc774 \ud655\uc7a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ud604\uc7ac premium\uc5d0\uc11c\uc758 \uace0\uc810 \ub9e4\uc218 \ud3ec\uc9c0\uc158\uc740 \ubd88\ub9ac\ud574\uc9c0\uace0, sell-side liquidity\uc778 $70,449.10 \ubc29\ud5a5\uc73c\ub85c \ub354 \uae4a\uc740 \uccad\uc0b0\uc131 \ud558\ub77d\uc774 \uc5f4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "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": 0.501
        },
        "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": 65,
        "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": 8.2,
        "bear_score": 7.4,
        "setup_bias": "bullish",
        "setup_score": 0.759,
        "setup_signals": [
          "bullish CHoCH above $71,533.00",
          "bullish BOS above $72,517.90",
          "bullish CHoCH above $72,350.00",
          "broken previous day high $73,128.00"
        ],
        "retracement_direction": "bullish",
        "current_retracement_pct": 21.4,
        "deepest_retracement_pct": 50.5,
        "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": false,
            "high": null,
            "low": null
          }
        }
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.6,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $73,199.00\uac00 \ucd5c\uadfc \uac15\uc138 \uc784\ud384\uc2a4 \uc2dc\uc791\uc810 $71,382.1 \ub300\ube44 \ub192\uc740 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uc9c1\uc804 \uc2a4\uc719 \uace0\uc810\uc774 idx 295\uc758 $73,223.4\uc774\uba70, \ud604\uc7ac\uac00\uac00 \uadf8 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 buy-side liquidity sweep/\uc774\uc911\ucc9c\uc7a5\uc131 \uc18c\uc9c4 \uac00\ub2a5\uc131 \uc874\uc7ac",
        "7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud761\uc218 \uc774\ud6c4 \ub2e8\uae30 \ub418\ub3cc\ub9bc \uc14b\uc5c5\uc774 \ud615\uc131\ub420 \uc218 \uc788\uc74c",
        "EMA20 $72,897.21 \uc704\uc5d0 \uac00\uaca9\uc774 \uc548\ucc29\ud588\uc9c0\ub9cc, \ub2e8\uae30 \uc0c1\uc2b9\ud3ed\uc774 EMA20 \ub300\ube44 +0.4%\ub85c \ud06c\uc9c0 \uc54a\uc544 \ub3cc\ud30c \ucd94\uaca9\ubcf4\ub2e4 \ub418\ubc00\ub9bc \ud655\uc778 \uad6c\uac04",
        "\uc5c4\uaca9 \uae30\uc900 corrective bearish \ud6c4\ubcf4\uc758 \ud488\uc9c8\uc774 0.6, B \ub418\ub3cc\ub9bc 0.53\uc73c\ub85c \uac00\uc7a5 \uc2e0\ub8b0\ub3c4 \ub192\uc740 \ub2e8\uae30 A-B-C \ud558\ub77d \uac00\ub2a5\uc131\uc774 \uc5f4\ub824 \uc788\uc74c"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 idx 250\u2192273 \uad6c\uac04\uc758 \uac15\uc138 \uc784\ud384\uc2a4\uac00 $71,382.1 \u2192 $71,840.8 \u2192 $71,960.5 \u2192 $72,467.3 \u2192 $71,868.5\ub85c \uc2dd\ubcc4\ub418\uc5b4, \uc800\uc810 \uae30\uc900 \uc0c1\ubc29 \ucd94\uc138 \uc804\ud658 \uc2dc\ub3c4\uac00 \ud655\uc778\ub429\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \ubaa8\ub450 \uc0c1\ud68c\ud558\uace0 \uc788\uc5b4 15\ubd84 \uad6c\uc870\ub294 \uc5ec\uc804\ud788 \uac15\uc138 \uc6b0\uc704\ub85c \ubd05\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00 $73,199.00\ub294 \uc9c1\uc804 \uc2a4\uc719 \uace0\uc810 $73,223.4 \ubc0f 7\uc77c \uace0\uc810 $73,255.70 \ubc14\ub85c \uc544\ub798\ub85c, \uc5d8\ub9ac\uc5c7 \uad00\uc810\uc5d0\uc11c\ub294 \uc0c1\uc704 \ud30c\ub3d9 5\ud30c \uc885\ub8cc \ub610\ub294 B\ud30c \ubc18\ub4f1 \uc644\ub8cc \ub4a4 C\ud30c \ud558\ub77d\uc774 \ub098\uc62c \uc218 \uc788\ub294 \ubbfc\uac10\ud55c \uc704\uce58\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud655\uc778\ub41c \uad6c\uc870\ub294 bullish\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5\uc740 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4 $72,897 ~ $72,467 \uad6c\uac04\uc73c\ub85c\uc758 \ub2e8\uae30 \uc870\uc815 \uac00\ub2a5\uc131\uc744 \ub354 \uacbd\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72897.21,
          72467.3,
          72147.14,
          71868.5,
          71601.6,
          71382.1
        ],
        "resistance": [
          73223.4,
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71382.1",
      "risk_scenario": "\ub9cc\uc57d $73,255.70\uc744 15\ubd84 \ubd09 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \ub3cc\ud30c\u00b7\uc218\uc6a9\ud558\uba74, \ud604\uc7ac\uc758 \ub2e8\uae30 bearish setup\uc740 \uc2e4\ud328\ud558\uace0 \uc0c1\ub2e8 \ud655\uc7a5 \ud30c\ub3d9\uc774 \uc7ac\uac1c\ub418\uba70 $73,223.4 \uc704 \uc720\ub3d9\uc131 \ud761\uc218\uac00 \uc544\ub2cc \ucd94\uc138 \uc9c0\uc18d\uc73c\ub85c \ud574\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,897.21 \uc774\ud0c8 \ud6c4 $72,467.3\uae4c\uc9c0 \ube60\ub974\uac8c \ubc00\ub9ac\uba74, \ud604\uc7ac \uace0\uc810\uc740 5\ud30c \uc885\ub8cc \ub610\ub294 B\ud30c \uc644\ub8cc\ub85c \ud655\uc815\ub420 \uac00\ub2a5\uc131\uc774 \ucee4\uc9c0\uace0 \ud558\ub77d C\ud30c\uac00 $71,868.5~$71,382.1 \uc7ac\uc2dc\ud5d8\uc73c\ub85c \ud655\uc7a5\ub420 \uc218 \uc788\uc2b5\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": 44,
        "last_swing": {
          "idx": 295,
          "price": 73223.4,
          "type": "high"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bullish",
            "wave_quality": 0.5,
            "tier": "candidate",
            "w3_extension": 1.1
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.35,
            "tier": "candidate",
            "b_retracement": 0.82
          },
          {
            "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
          }
        ],
        "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": [
            250,
            273
          ]
        }
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "bullish",
      "confidence": 0.68,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.62,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $73,199\ub294 \uc2a4\uc719 \uc911\uac04\uac12(EQ, ret_0.5) $72,782.60 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ub418\ub3cc\ub9bc \uc555\ub825\uc774 \uc6b0\uc138\ud560 \uc218 \uc788\uc74c",
        "\uac00\uc7a5 \uac00\uae4c\uc6b4 \ud53c\ubcf4\ub098\uce58 \ub808\ubca8\uc774 ret_0.786 $73,053.21\uc774\uba70, \ud604\uc7ac\uac00\uac00 \uc774\ub97c \uc0c1\ud68c\ud55c \uc0c1\ud0dc\ub77c \uace0\ube44\uc728 \ub418\ub3cc\ub9bc \uc644\ub8cc \ud6c4 \ub2e8\uae30 \ucc28\uc775\uc2e4\ud604\uc774 \ub098\uc62c \uc218 \uc788\uc74c",
        "0.618 \ud669\uae08\ube44 \ub418\ub3cc\ub9bc $72,894.25\uac00 EMA20 $72,897.21\uc640 \uac70\uc758 \uc77c\uce58\ud574, \ud558\ubc29 \uc7ac\ud14c\uc2a4\ud2b8 \uc2dc \uac15\ud55c \ubc18\uc751 \uad6c\uac04\uc73c\ub85c \uc791\ub3d9\ud560 \uac00\ub2a5\uc131\uc774 \ud07c",
        "\uc0c1\ub2e8\uc73c\ub85c \uc774\ubbf8 7\uc77c \uace0\uac00 $73,255.70\uc5d0 \uadfc\uc811\ud574 \uc788\uc5b4, \uc720\ub3d9\uc131 \uc2a4\uc715 \uc774\ud6c4 \uad6c\uc870 \uc804\ud658 \uc5c6\ub294 \ub2e8\uae30 \uc5c5\uc2a4\ub7ec\uc2a4\ud2b8 \ud6c4\ubcf4 \uad6c\uac04\uc73c\ub85c \ud574\uc11d \uac00\ub2a5",
        "72910.02 \ubd80\uadfc\uc5d0 ret_0.5 / ret_0.618 / ret_0.786 \uc911\ucca9 \ucee8\ud50c\ub8e8\uc5b8\uc2a4\uac00 \ud615\uc131\ub418\uc5b4 \uc788\uc5b4 \ud604 \uad6c\uac04\uc740 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4 \ubc18\uc751 \ud655\uc778\uc774 \uc6b0\uc120\ub418\ub294 \uc790\ub9ac"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $73,199\uac00 EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \uc704\uc5d0 \uc788\uace0, \ud575\uc2ec 0.618 \ub418\ub3cc\ub9bc $72,894.25\ub3c4 \ubc29\uc5b4 \uc911\uc774\ubbc0\ub85c \ub2e8\uae30 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ud53c\ubcf4\ub098\uce58 \ubc18\uc751 \uc0c1\ud0dc\uac00 testing\uc774\uba70 reaction_probability\uac00 0.65\ub85c, $73,053.21~$72,894.25 \uad6c\uac04\uc740 \uc9c0\uc9c0 \ud655\uc778 \uad6c\uac04\uc73c\ub85c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uac00\uaca9\uc740 \uc2a4\uc719 High\u2192Low($73,256 \u2192 $72,310) \uae30\uc900 ret_0.786 $73,053.21 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed\uc774\uc5b4\uc11c, \uad6c\uc870\ub294 \uac15\ud558\uc9c0\ub9cc \uc14b\uc5c5 \uad00\uc810\uc5d0\uc11c\ub294 \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\uac00 \uba3c\uc800 \uc874\uc7ac\ud569\ub2c8\ub2e4. \ud558\ubc29\uc73c\ub85c\ub294 $72,894.25\uac00 \uac00\uc7a5 \uc911\uc694\ud55c \ud669\uae08\ube44 \uc9c0\uc9c0\uc774\uba70, \uc774 \ub808\ubca8\uc774 \uae68\uc9c0\uba74 $72,782.60, \uc774\ud6c4 $72,532.80 \ubc0f \ud655\uc7a5 \uc9c0\uc9c0 \uad70\uc9d1 $72,052.13~$71,724.75 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \uc5f4\ub9bd\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          73053.21,
          72894.25,
          72782.6,
          72532.8,
          72309.5,
          72052.13,
          71917.77,
          71724.75
        ],
        "resistance": [
          73255.7
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72894.25",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 $72,894.25 \ud669\uae08\ube44 \uc9c0\uc9c0\uac00 \uc774\ud0c8\ub418\uba70 bullish \uad6c\uc870 \uc2e0\ub8b0\ub3c4\uac00 \uae09\uaca9\ud788 \uc57d\ud654\ub418\uace0, \uc774\ud6c4 $72,782.60 \uc911\uac04\uac12 \ubc29\uc5b4 \uc2e4\ud328 \uc2dc $72,532.80\uc640 $72,309.50, \ub354 \ub098\uc544\uac00 \uace0\ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ud655\uc7a5 \ud558\ub2e8\uc778 $72,052.13~$71,724.75\uae4c\uc9c0 \uc5f0\uc18d \uccad\uc0b0\uc131 \ud558\ub77d\uc774 \uc9c4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "High\u2192Low: $73,256 \u2192 $72,310",
        "direction": "down",
        "nearest_fib": "ret_0.786",
        "nearest_fib_price": 73053.21,
        "nearest_fib_distance": 0.2,
        "golden_ratio_level": 72894.25,
        "fib_ret_382": 72670.95,
        "fib_ret_618": 72894.25,
        "confluence_zones": [
          {
            "price": 71937.21,
            "count": 4,
            "levels": [
              "ext_1.618",
              "ext_1.414",
              "ext_1.272",
              "ret_0.236"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 72504.42,
            "count": 3,
            "levels": [
              "ext_1.0",
              "ret_0.236",
              "ret_0.382"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 72910.02,
            "count": 3,
            "levels": [
              "ret_0.5",
              "ret_0.618",
              "ret_0.786"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 70744.32,
            "count": 2,
            "levels": [
              "ret_0.5",
              "ext_2.618"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 71337.08,
            "count": 2,
            "levels": [
              "ret_0.382",
              "ext_2.0"
            ],
            "cluster_score": 0.6
          }
        ],
        "support_levels": [
          73053.2132,
          72894.2516,
          72782.6
        ],
        "resistance_levels": [],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72532.8,
            "distance_pct": 0.91,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.382",
            "price": 72670.95,
            "distance_pct": 0.72,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.5",
            "price": 72782.6,
            "distance_pct": 0.57,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.618",
            "price": 72894.25,
            "distance_pct": 0.42,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.786",
            "price": 73053.21,
            "distance_pct": 0.2,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ext_1.0",
            "price": 72309.5,
            "distance_pct": 1.22,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ext_1.272",
            "price": 72052.13,
            "distance_pct": 1.57,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.414",
            "price": 71917.77,
            "distance_pct": 1.75,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.618",
            "price": 71724.75,
            "distance_pct": 2.01,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_2.0",
            "price": 71363.3,
            "distance_pct": 2.51,
            "is_support": true,
            "cluster_score": 0.6
          }
        ],
        "confluence_quality": 1.0,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "neutral",
      "confidence": 0.66,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.74,
      "setup_signals": [
        "\ud655\uc815\ub41c \uc8fc \uad6c\uc870\ub294 ACC\uc774\uc9c0\ub9cc, \ud604\uc7ac\uac00\ub294 \uba54\uc778 \ubc94\uc704 \uc0c1\ub2e8 $72,858.50 \uc704\uc5d0 \uc704\uce58\ud574 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uccb4\ub958\ub85c \ub2e8\uae30 \ub418\ub3cc\ub9bc \uc704\ud5d8\uc774 \uc788\uc2b5\ub2c8\ub2e4",
        "\ud65c\uc131 \uad6c\uc870\ub294 distribution candidate\uc774\uba70 BC $73,128.0 \u2192 AR $71,911.1 \ubc94\uc704\uac00 \ud615\uc131\ub41c \ub4a4 UT $73,024.1, UTAD $73,223.4\uac00 \uc5f0\uc18d \ucd9c\ud604\ud574 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715/\uc0c1\ub2e8 \uc2e4\ud328 \ud6c4\ubcf4\uac00 \ud655\uc778\ub418\uc5c8\uc2b5\ub2c8\ub2e4",
        "\ud604\uc7ac\uac00 $73,199.00\ub294 UT $73,024.1 \uc704\uc9c0\ub9cc UTAD $73,223.4 \ubc14\ub85c \uc544\ub798\ub85c, \uc0c1\ub2e8 \uc7ac\uc9c4\uc785\uc740 \ud588\uc5b4\ub3c4 UTAD \ub3cc\ud30c \uc548\ucc29\uc740 \uc544\uc9c1 \ud655\uc778\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4",
        "distribution candidate\uc758 AR \uc800\uc810 $71,911.1\uc774 \ub2e8\uae30 \ubc29\uc5b4 \ud575\uc2ec\uc774\uba70, \uc774 \ub808\ubca8 \uc774\ud0c8 \uc2dc SOW \ubc29\ud5a5 \uc7ac\uc804\uac1c \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4",
        "\uae30\uc874 ACC\uc758 BU\ub294 $73,050.0\uc5d0\uc11c \ud655\uc778\ub418\uc5c8\uc9c0\ub9cc, \uadf8 \uc9c1\ud6c4 \ud615\uc131\ub41c \ubd84\ubc30 \ud6c4\ubcf4 \uc0c1\ub2e8 $73,128.0~$73,223.4 \uad6c\uac04\uc5d0\uc11c \uc989\uc2dc \uacf5\uae09 \ubc18\uc751\uc774 \ub098\ud0c0\ub098 \uad6c\uc870\uc640 \ub2e8\uae30 \uacbd\ub85c\uac00 \ucda9\ub3cc\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4"
      ],
      "reasoning": "\uc8fc \uad6c\uc870\ub294 15m_cycle_1\uc758 confirmed_acc\ub85c, SC $71,551.8\uacfc AR $72,858.5\ub97c \uba54\uc778 \uc575\ucee4\ub85c \ud55c accumulation\uc774 Spring/TERMINAL_SPRING, SOS, LPS, BU $73,050.0\uae4c\uc9c0 \uc644\uacb0\ub41c \uc0c1\ud0dc\uc774\ubbc0\ub85c structure_bias\ub294 bullish\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud65c\uc131 \uad6c\uc870\ub294 15m_cycle_2 distribution candidate\uc774\uba70 BC $73,128.0, AR $71,911.1 \uc774\ud6c4 UT $73,024.1\uacfc UTAD $73,223.4\uac00 \uc5f0\uc18d \ud615\uc131\ub418\uc5b4 \uc0c1\ub2e8\uc5d0\uc11c\uc758 \uc7ac\ubd84\ubc30/\ubd84\ubc30 \uc2dc\ub3c4\uac00 \ud604\uc7ac \uc9c4\ud589 \uc911\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\uc801 \ud574\uc11d\uc740 \uc5ec\uc804\ud788 bullish\uc774\uc9c0\ub9cc, \uc989\uc2dc \uacbd\ub85c\ub294 $73,223.4 \ub3cc\ud30c \uc548\ucc29 \uc804\uae4c\uc9c0 \uc0c1\ub2e8 rejection \ud14c\uc2a4\ud2b8\uac00 \uc6b0\uc138\ud574 setup_bias\ub294 bearish\ub85c \ubd05\ub2c8\ub2e4. \ub2e8\uae30\uc801\uc73c\ub85c\ub294 $73,223.4 \ud68c\ubcf5 \uc548\ucc29 \uc5ec\ubd80\uac00 \uc7ac\uac15\uc138 \ud655\uc778 \ud3ec\uc778\ud2b8\uc774\uace0, \ubc18\ub300\ub85c $71,911.1 \uc7ac\uc774\ud0c8 \uc2dc \ubd84\ubc30 \ud6c4\ubcf4\uac00 \ub354 \uc6b0\uc138\ud574\uc9c0\ubbc0\ub85c \uc804\uccb4 \uc2e0\ud638\ub294 \uc911\ub9bd\uc774 \uc801\uc808\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72858.5,
          71911.1,
          71688.8,
          71551.8
        ],
        "resistance": [
          73024.1,
          73128.0,
          73223.4
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71911.1",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,223.4 \uc704\ub85c \uba85\ud655\ud788 \uc7ac\uc548\ucc29\ud558\uace0 \uc720\uc9c0\ub41c\ub2e4\uba74 \ud604\uc7ac\uc758 bearish setup\uc740 \uc2e4\ud328\ud558\uba70, \ubd84\ubc30 \ud6c4\ubcf4\ub294 \ubb34\ub825\ud654\ub418\uace0 \uae30\uc874 ACC Phase E \uc5f0\uc7a5 \ub610\ub294 \uc0c1\uc704 \uc7ac\ucd95\uc801 \ud574\uc11d\uc774 \uac15\ud654\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,911.1\uc774 \ubb34\ub108\uc9c0\uba74 \uae30\uc874 BU \uc774\ud6c4\uc758 \uac15\uc138 \uc5f0\uc18d\uc131\uc740 \uc57d\ud654\ub418\uace0 $71,688.8~$71,551.8 \uc9c0\uc9c0 \uc7ac\uc2dc\ud5d8 \uc704\ud5d8\uc774 \ucee4\uc9d1\ub2c8\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": 58,
            "price": 71551.8,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 80,
            "price": 72858.5,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 128,
            "price": 70428.0,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 143,
            "price": 70666.0,
            "color": "#f9844a"
          },
          {
            "label": "TERMINAL_SPRING",
            "side": "low",
            "idx": 155,
            "price": 70831.9,
            "color": "#f3722c"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 162,
            "price": 71533.0,
            "color": "#06d6a0"
          },
          {
            "label": "LPS",
            "side": "low",
            "idx": 190,
            "price": 71688.8,
            "color": "#8338ec"
          },
          {
            "label": "BU",
            "side": "high",
            "idx": 276,
            "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": 58,
            "end_idx": 276,
            "phase_count": 8,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 58,
                "price": 71551.8,
                "color": "#ffd166",
                "dt": "2026-04-08 16:45:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 80,
                "price": 72858.5,
                "color": "#06d6a0",
                "dt": "2026-04-08 22:15:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 128,
                "price": 70428.0,
                "color": "#118ab2",
                "dt": "2026-04-09 10:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 143,
                "price": 70666.0,
                "color": "#f9844a",
                "dt": "2026-04-09 14:00:00+09:00"
              },
              {
                "label": "TERMINAL_SPRING",
                "side": "low",
                "idx": 155,
                "price": 70831.9,
                "color": "#f3722c",
                "dt": "2026-04-09 17:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 162,
                "price": 71533.0,
                "color": "#06d6a0",
                "dt": "2026-04-09 18:45:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 190,
                "price": 71688.8,
                "color": "#8338ec",
                "dt": "2026-04-10 01:45:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 276,
                "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": 212,
            "end_idx": 295,
            "phase_count": 6,
            "phases": [
              {
                "label": "BC",
                "side": "high",
                "idx": 212,
                "price": 73128.0,
                "color": "#ffd166",
                "dt": "2026-04-10 07:15:00+09:00"
              },
              {
                "label": "AR",
                "side": "low",
                "idx": 214,
                "price": 71911.1,
                "color": "#06d6a0",
                "dt": "2026-04-10 07:45:00+09:00"
              },
              {
                "label": "ST",
                "side": "high",
                "idx": 225,
                "price": 72350.0,
                "color": "#118ab2",
                "dt": "2026-04-10 10:30:00+09:00"
              },
              {
                "label": "SOW_IN_PHASE_B",
                "side": "low",
                "idx": 250,
                "price": 71382.1,
                "color": "#ef476f",
                "dt": "2026-04-10 16:45:00+09:00"
              },
              {
                "label": "UT",
                "side": "high",
                "idx": 286,
                "price": 73024.1,
                "color": "#f9844a",
                "dt": "2026-04-11 01:45:00+09:00"
              },
              {
                "label": "UTAD",
                "side": "high",
                "idx": 295,
                "price": 73223.4,
                "color": "#f9844a",
                "dt": "2026-04-11 04:00:00+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": 0.72,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.7,
      "active_setups": [
        "\ud604\uc7ac\uac00 $73,199\ub294 7\uc77c \uace0\uc810/\ubc94\uc704 \uc0c1\ub2e8 $73,223.4~$73,255.7 \ubc14\ub85c \uc544\ub798 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "Derivatives, Candlestick, Elliott, Wyckoff\uac00 \uacf5\ud1b5\uc801\uc73c\ub85c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \ud6c4 \uacf5\uae09 \ubc18\uc751 \uac00\ub2a5\uc131\uc744 \uc9c0\uc801",
        "CVD divergence 0.700\uc73c\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \ucd94\uc885 \uac15\ub3c4\uac00 \uc644\uc804\ud558\uc9c0 \uc54a\uc74c",
        "\uce94\ub4e4 \uad70\uc9d1 evening star@292, bearish harami@291, bearish engulfing@296\uc774 $73,200~$73,255 \uc800\ud56d\ub300\uc5d0\uc11c \ucd9c\ud604",
        "Wyckoff \ud65c\uc131 \uad6c\uc870\uc5d0\uc11c UT $73,024.1, UTAD $73,223.4\uac00 \ud655\uc778\ub418\uc5b4 \uc0c1\ub2e8 \uc7ac\ubd84\ubc30/\ubd84\ubc30 \ud6c4\ubcf4 \uc870\uac74 \uc874\uc7ac",
        "ICT \uae30\uc900 \uac00\uaca9\uc774 EQ $72,318.9 \uc704 premium\uc774\uba70 \uc989\uc2dc \ud560\uc778 \ub9e4\uc218 \uad6c\uac04\uc73c\ub85c \ubcfc FVG/\ud65c\uc131 OB\uac00 \ubd80\uc871",
        "Fibonacci \uae30\uc900 ret_0.786 $73,053.21 \uc0c1\ud68c \uc0c1\ud0dc\uc774\uba70, 0.618 \uc9c0\uc9c0 $72,894.25~EMA20 $72,897.21 \uad6c\uac04\uc774 \uccab \uad6c\uc870 \ubc29\uc5b4\ub300"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5\uc801\uc73c\ub85c \uac15\uc138\ub85c \ubcf8 \ubc18\uba74, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc758 \ub2e8\uae30 \ubca0\uc5b4\ub9ac\uc2dc \uc870\uac74\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4. \uc989 \uc0c1\uc704 \uad6c\uc870\ub294 \uc0c1\uc2b9 \uccb4\uacc4\uc9c0\ub9cc, \ud604\uc7ac \uc704\uce58\ub294 \uad6c\uc870 \ucd94\uc885 \uc9c4\uc785\ubcf4\ub2e4 \uc0c1\ub2e8 \ud14c\uc2a4\ud2b8/\uac70\ubd80 \uc5ec\ubd80\ub97c \uba3c\uc800 \ud655\uc778\ud574\uc57c \ud558\ub294 \uad6c\uac04\uc73c\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 3,
      "bearish_count": 0,
      "neutral_count": 4
    },
    "key_levels": {
      "support": [
        73053.21,
        72897.21,
        72894.25,
        72858.5,
        72517.9,
        72318.9,
        72147.14,
        71911.1,
        71601.6,
        71382.1
      ],
      "resistance": [
        73223.4,
        73255.7,
        73700.0,
        74400.0
      ]
    },
    "confluences": [
      "\uad6c\uc870 \uac15\uc138 \ud569\uc758: Derivatives, Harmonic, Candlestick, ICT, Elliott, Fibonacci, Wyckoff \uc804\uc6d0\uc774 EMA20 $72,897.21, EMA120 $72,147.14, EMA240 $71,601.60 \uc0c1\ub2e8 \uc720\uc9c0\ub85c 15\ubd84 \uad6c\uc870\ub97c \uac15\uc138\ub85c \ud574\uc11d",
      "\uc0c1\ub2e8 \uc800\ud56d \ud569\uc758: \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 $73,223.4~$73,255.7 \uad6c\uac04\uc744 \uc9c1\uc804 \uc2a4\uc719/7\uc77c \uace0\uc810, \ubc94\uc704 \uc0c1\ub2e8, \uc720\ub3d9\uc131 \uc800\ud56d\uc73c\ub85c \ub3d9\uc77c\ud558\uac8c \uc9c0\ubaa9",
      "\uccab \ubc29\uc5b4 \uad6c\uac04 \ud569\uc758: Derivatives/Candlestick/Fibonacci\uac00 $72,894~$72,897 \uad6c\uac04\uc744 EMA20 \ubc0f 0.618 \ub418\ub3cc\ub9bc \uc911\ucca9 \uc9c0\uc9c0\ub85c \uc81c\uc2dc",
      "\uc911\uac04 \uad6c\uc870 \ucd95 \ud569\uc758: ICT\uc758 EQ $72,318.9, Fibonacci\uc758 ret_0.5 $72,782.6, Elliott\uc758 $72,467.3~$72,897.2 \uc9c0\uc9c0\ub300\uac00 \ubaa8\ub450 \ud604 \uad6c\uc870\uc758 \ud504\ub9ac\ubbf8\uc5c4-\ub514\uc2a4\uce74\uc6b4\ud2b8 \uacbd\uacc4 \ud310\ub2e8\uc5d0 \uc0ac\uc6a9\ub428",
      "\ud558\uc704 \uc2ec\uce35 \uc9c0\uc9c0 \ud569\uc758: Harmonic\uacfc Elliott, Wyckoff\uac00 \ubaa8\ub450 $71,382.1 \ubd80\uadfc\uc744 \ud575\uc2ec \uad6c\uc870 \uc800\uc810/PRZ/SOW \uae30\uc900\uc810\uc73c\ub85c \uc81c\uc2dc",
      "Wyckoff\uc640 ICT\uc758 \uad6c\uc870 \uacf5\uc9c4: Wyckoff\uc758 prior accumulation \uc644\uacb0 \ud6c4 BU $73,050.0, ICT\uc758 CHoCH $71,533.0 \ubc0f BOS $72,517.9\ub294 \ubaa8\ub450 \uc0c1\ubc29 \uad6c\uc870 \uc7ac\uc815\ub82c\uc744 \ud655\uc778"
    ],
    "conflicts": [
      "ICT\ub294 \uad6c\uc870\uc640 \uc14b\uc5c5\uc744 \ubaa8\ub450 \uac15\uc138\ub85c \ubcf4\uc9c0\ub9cc, Derivatives/Harmonic/Candlestick/Elliott/Fibonacci/Wyckoff\ub294 \uad6c\uc870\ub294 \uac15\uc138\uc774\ub098 \ud604\uc7ac \uc2e4\ud589 \uc14b\uc5c5\uc740 \uc57d\uc138\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4.",
      "Wyckoff\ub294 \uc644\ub8cc\ub41c \ucd95\uc801 \uad6c\uc870 \uc704\uc5d0 \ud604\uc7ac \ud65c\uc131 \ubd84\ubc30 \ud6c4\ubcf4(UT $73,024.1, UTAD $73,223.4)\ub97c \uac15\uc870\ud558\ub294 \ubc18\uba74, ICT\ub294 \uc774\ub97c \uad6c\uc870 \ud6fc\uc190\ubcf4\ub2e4 premium \ub0b4 \uac15\uc138 \uad6c\uc870 \uc5f0\uc7a5\uc73c\ub85c \ubd05\ub2c8\ub2e4.",
      "Harmonic\uc740 \uac15\uc138 butterfly\uc758 \uc644\ub8cc \uad6c\uac04\uc744 $71,357.8~$71,406.4\ub85c \ubcf4\uc544 \ud604\uc7ac \uac00\uaca9\uc744 \uc544\uc9c1 \ubbf8\uc644\uc131 \uac10\uc2dc \uad6c\uac04\uc73c\ub85c \ud574\uc11d\ud558\uc9c0\ub9cc, Derivatives/ICT\ub294 \uc774\ubbf8 \uc0c1\ubc29 \uad6c\uc870\uac00 \uc720\ud6a8\ud558\ub2e4\uace0 \ud310\ub2e8\ud569\ub2c8\ub2e4."
    ],
    "executive_summary": "BTC 15\ubd84 \uad6c\uc870\uc758 \ud575\uc2ec \uc9c4\ub2e8\uc740 '\uc644\ub8cc\ub41c \ucd95\uc801 \uc774\ud6c4 \uc0c1\ubc29 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\ub294 \uac15\uc138 \uccb4\uacc4'\uc785\ub2c8\ub2e4. Wyckoff\uc0c1 \uc774\uc804 \ucd95\uc801 \uc0ac\uc774\ud074\uc740 SC $71,551.8 \u2192 AR $72,858.5 \u2192 SOS/LPS \u2192 BU $73,050.0\uc73c\ub85c \uc774\ubbf8 \uc644\uacb0\ub418\uc5c8\uace0, ICT\ub3c4 CHoCH $71,533.0 \ubc0f BOS $72,517.9\ub85c \uc0c1\ubc29 \uad6c\uc870 \uc7ac\uc815\ub82c\uc744 \ud655\uc778\ud574 \uad6c\uc870\uc801 \ud3b8\ud5a5\uc740 \uac15\uc138\ub85c \uc218\ub834\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uc704\uce58\ub294 $73,223.4~$73,255.7 \uc0c1\ub2e8 \uc720\ub3d9\uc131/\ubc94\uc704 \uc0c1\ub2e8 \ubc14\ub85c \uc544\ub798\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc73c\ub85c, \uce94\ub4e4 \uacf5\uae09 \uc2e0\ud638\u00b7CVD \ube44\ub3d9\uc870\u00b7Wyckoff\uc758 UT/UTAD \uc870\uac74\uc774 \uacb9\uce58\uba70 \uc2e4\ud589 \uc14b\uc5c5\uc740 \uad6c\uc870\uc640 \ub2ec\ub9ac \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud604\uc7ac \uad6d\uba74\uc740 '\uac15\uc138 \uad6c\uc870\uc758 \ud6c4\uae30 \ud655\uc7a5 \uad6c\uac04\uc774\uc9c0\ub9cc \uc0c1\ub2e8 \uc7ac\ubd84\ubc30/\uc2e4\ud328 \ub3cc\ud30c \uc704\ud5d8\uc774 \ud568\uaed8 \uc874\uc7ac\ud558\ub294 \uc0c1\ud0dc'\ub85c \ubcf4\ub294 \uac83\uc774 \uac00\uc7a5 \ud0c0\ub2f9\ud558\uba70, 1\ucc28 \uad6c\uc870 \ubc29\uc5b4\ub294 $72,894~$72,897, \ub354 \uc911\uc694\ud55c \uad6c\uc870 \uae30\uc900\uc810\uc740 $72,517.9\uc640 \ucd5c\uc885 \ubb34\ud6a8\ud654 \uae30\uc900 $71,382.1\uc785\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.72,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.62,
    "waypoints": [
      {
        "seq": 1,
        "price": 73255.7,
        "type": "liquidity_sweep",
        "source": "Derivatives, Wyckoff, Elliott, Candlestick",
        "description": "\ud604\uc7ac\uac00 $73,199\uc5d0\uc11c 7\uc77c \uace0\uc810/\ubc94\uc704 \uc0c1\ub2e8 $73,255.7 \ubc0f Wyckoff UTAD $73,223.4\ub97c \ud0dc\uadf8\ud558\ub294 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715. Derivatives\ub294 $73,700~$74,400 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130 \uc804 \ub2e8\uae30 \uc2a4\uc715 \uac00\ub2a5\uc131\uc744 \uc9c0\uc801, Wyckoff\ub294 UT $73,024.1 \u2192 UTAD $73,223.4 \uc5f0\uc18d \ucd9c\ud604\uc73c\ub85c \ubd84\ubc30 \ud6c4\ubcf4 \uc870\uac74 \ud655\uc778, CVD divergence 0.700\uc774 \ucd94\uaca9 \ub9e4\uc218 \ud6a8\uc728 \uc800\ud558\ub97c \uc2dc\uc0ac\ud558\uc5ec \uc548\ucc29 \uc2e4\ud328 \uac00\ub2a5\uc131\uc774 \uc6b0\uc138",
        "est_hours": 2.0,
        "turning_zone": [
          73255.7,
          73350.0
        ],
        "likely_wick": 73285.0,
        "rejection_confirm": 73150.0,
        "invalid_overshoot": 73420.0,
        "calibration_reasoning": "7\uc77c \uace0\uc810 $73,255.7 \ubc0f UTAD $73,223.4 \ubc14\ub85c \uc704 \uc720\ub3d9\uc131 \ud3ec\ucf13\uc744 \uc2a4\uc715\ud558\ub294 \uad6c\uac04. \uc874 \ud3ed \uc57d $94(0.38\u00d7ATR)\ub85c \uc124\uc815, likely_wick\uc740 \uace0\uc810 \uc9c1\uc0c1\ub2e8 stop-hunt \ub808\ubca8\uc5d0 \ubc30\uce58. $73,420 \ub3cc\ud30c \uc2dc $73,700 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 \uc2a4\uc715\uc774 \uc544\ub2cc \ucd94\uc138 \uc5f0\uc7a5\uc73c\ub85c \ud574\uc11d\ub418\uc5b4 \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "price": 72910.02,
        "type": "support_test",
        "source": "Fibonacci (WP1 strict fib_confluence 0.85), Candlestick, Derivatives",
        "description": "\uc0c1\ub2e8 \uac70\ubd80 \uc774\ud6c4 EMA20 $72,897.21\uacfc 0.618 \ud669\uae08\ube44 \ub418\ub3cc\ub9bc $72,894.25\uac00 \uc911\ucca9\ub41c \uccab \uad6c\uc870 \ubc29\uc5b4\ub300($72,910 strict fib_confluence) \ud14c\uc2a4\ud2b8. Fibonacci reaction_probability 0.65, Chairman\uc758 '1\ucc28 \uad6c\uc870 \ubc29\uc5b4' \uba85\uc2dc \uad6c\uac04. \uc774\uacf3 \ubc18\uc751 \uc5ec\ubd80\uac00 \ub2e8\uae30 \ud504\ub9ac\ubbf8\uc5c4 \ub418\ub3cc\ub9bc \uc885\uacb0 \ud6c4 \uc7ac\uc0c1\uc2b9 vs \ucd94\uac00 \ud558\ub77d\uc758 \ubd84\uae30\uc810",
        "est_hours": 6.0,
        "turning_zone": [
          72840.0,
          72910.02
        ],
        "likely_wick": 72894.25,
        "rejection_confirm": 72985.0,
        "invalid_overshoot": 72782.6,
        "calibration_reasoning": "EMA20 $72,897.21 + 0.618 \ud669\uae08\ube44 $72,894.25 + Chairman $72,858.5\uac00 \uc911\ucca9\ub41c \uac15\ud55c \uad6c\uc870 \ubc29\uc5b4\ub300. \uc874 \ud3ed \uc57d $70(0.29\u00d7ATR)\ub85c \ud0c0\uc774\ud2b8\ud558\uac8c \uc124\uc815, likely_wick\uc740 3\uc911 confluence \ud575\uc2ec\uc778 $72,894.25\uc5d0 \uace0\uc815. $72,782.6(fib \uc9c0\uc9c0) \uc774\ud0c8 \uc2dc 1\ucc28 \ubc29\uc5b4 \uc2e4\ud328\ub85c \ud310\uc815."
      },
      {
        "seq": 3,
        "price": 72517.9,
        "type": "swing_low",
        "source": "ICT BOS, Chairman structural reference, Elliott",
        "description": "EMA20 \uc774\ud0c8 \uc2dc Chairman\uc774 '\ub354 \uc911\uc694\ud55c \uad6c\uc870 \uae30\uc900\uc810'\uc73c\ub85c \uc9c0\ubaa9\ud55c ICT \uac15\uc138 BOS $72,517.9 \uc7ac\ud14c\uc2a4\ud2b8. Elliott \uae30\uc900 $72,897~$72,467 \uc870\uc815 \uad6c\uac04 \ud558\ub2e8\uc774\uc790 Wyckoff AR $71,911.1 \ub3c4\ub2ec \uc804 \uad6c\uc870 \ubc29\uc5b4\uc120. \uc774 \ub808\ubca8 \ud640\ub4dc\uac00 \uac15\uc138 \uad6c\uc870 \uc5f0\uc7a5\uc758 \ud575\uc2ec",
        "est_hours": 11.0,
        "turning_zone": [
          72440.0,
          72517.9
        ],
        "likely_wick": 72504.42,
        "rejection_confirm": 72670.95,
        "invalid_overshoot": 72400.0,
        "calibration_reasoning": "ICT BOS $72,517.9 \ubc0f Elliott \uc870\uc815 \ud558\ub2e8 $72,467\uc744 \ud3ec\uad04\ud558\ub294 \uc874(\ud3ed $78, 0.32\u00d7ATR). likely_wick\uc740 ext_1.0/ret_0.236/ret_0.382 3\uc911 confluence\uc778 $72,504.42\uc5d0 \ubc30\uce58. $72,400 \ud558\ud68c \uc2dc Wyckoff AR $71,911.1 \ubc29\ud5a5\uc73c\ub85c \uad6c\uc870 \ubd95\uad34\ub418\uc5b4 \uac15\uc138 \uc5f0\uc7a5 \uc2dc\ub098\ub9ac\uc624 \ubb34\ud6a8\ud654."
      },
      {
        "seq": 4,
        "price": 73223.4,
        "type": "resistance_test",
        "source": "Wyckoff UTAD, Elliott swing high, Chairman",
        "description": "$72,517.9 \uc9c0\uc9c0 \ud655\uc778 \ud6c4 \ub2e4\uc218 \ubd84\uc11d\uac00(ICT BOS\u00b7CHoCH \uc7ac\uc815\ub82c, Wyckoff \uc644\ub8cc\ub41c \ucd95\uc801)\uac00 \uacf5\ud1b5\uc73c\ub85c \ubcf8 \uac15\uc138 \uad6c\uc870 \ubcf5\uadc0 \uacbd\ub85c\ub97c \ub530\ub77c \uc9c1\uc804 \uc2a4\uc719 \uace0\uc810 $73,223.4 \uc7ac\ub3c4\uc804. UTAD \uc7ac\ud0c8\ud658 \uc2dc\ub3c4 \uad6c\uac04\uc73c\ub85c, \uc5ec\uae30\uc11c \uc548\ucc29 \uc5ec\ubd80\uac00 \uad6c\uc870 \ud655\uc7a5($73,700) \ud639\uc740 \uc7ac\ubd84\ubc30 \uc7ac\ud655\uc778\uc758 \ubd84\uae30",
        "est_hours": 22.0,
        "turning_zone": [
          73223.4,
          73420.0
        ],
        "likely_wick": 73280.0,
        "rejection_confirm": 73100.0,
        "invalid_overshoot": 73500.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c \uc874 \ud3ed \uc57d $197(0.80\u00d7ATR) \ud655\ub300 \uc801\uc6a9. UTAD $73,223.4 \uc0c1\ub2e8\ubd80\ud130 7\uc77c \uace0\uc810 $73,255.7 \uc720\ub3d9\uc131 \ub9e4\uadf8\ub11b\uc744 \uc9c0\ub098 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130 \uc9c4\uc785 \uc9c1\uc804\uae4c\uc9c0 \ud3ec\ud568. likely_wick\uc740 7\uc77c \uace0\uc810 stop-hunt \uc601\uc5ed($73,280)\uc5d0 \ubc30\uce58, $73,500 \ub3cc\ud30c \uc2dc $73,700 \ud074\ub7ec\uc2a4\ud130\ub85c\uc758 \uad6c\uc870 \ud655\uc7a5\uc774 \ud655\uc815\ub418\uc5b4 \uc7ac\ubd84\ubc30 \uc2dc\ub098\ub9ac\uc624 \ubb34\ud6a8\ud654."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 73255.7,
        "expected_low": 72910.0,
        "high_first": true
      },
      "8h": {
        "expected_high": 73255.7,
        "expected_low": 72720.0,
        "high_first": true
      },
      "24h": {
        "expected_high": 73255.7,
        "expected_low": 72517.9,
        "high_first": true
      }
    },
    "triggers": {
      "bullish": {
        "price": 73256.0,
        "description": "$73,255.7(7\uc77c \uace0\uc810/UTAD) \uc0c1\ubc29 \uc548\ucc29 \ub9c8\uac10 \uc2dc \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715\uc774 \uc9c4\uc131 \ub3cc\ud30c\ub85c \uc804\ud658, \ud65c\uc131 \ubd84\ubc30 \ud6c4\ubcf4 \ubb34\ud6a8\ud654\ub418\uba70 $73,700 \u2192 $74,400 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130 \ud5a5\ud55c \uad6c\uc870 \ud655\uc7a5 \uac00\uc18d"
      },
      "bearish": {
        "price": 72517.9,
        "description": "ICT \uac15\uc138 BOS $72,517.9 \ud558\ud5a5 \uc774\ud0c8 \uc2dc Chairman\uc774 \uc9c0\ubaa9\ud55c '\ub354 \uc911\uc694\ud55c \uad6c\uc870 \uae30\uc900\uc810' \ubd95\uad34, Wyckoff \ud65c\uc131 \ubd84\ubc30\uac00 UTAD\u2192SOW\ub85c \uc804\uac1c\ub418\uba70 $72,147(EMA120) \u2192 $71,911(AR) \ud5a5\ud55c \ud558\ub77d \uac00\uc18d"
      }
    },
    "scenario_invalidation": 71382.1
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 73255.7,
        "turning_zone": [
          73255.7,
          73350.0
        ],
        "likely_wick": 73285.0,
        "rejection_confirm": 73150.0,
        "invalid_overshoot": 73420.0,
        "calibration_reasoning": "7\uc77c \uace0\uc810 $73,255.7 \ubc0f UTAD $73,223.4 \ubc14\ub85c \uc704 \uc720\ub3d9\uc131 \ud3ec\ucf13\uc744 \uc2a4\uc715\ud558\ub294 \uad6c\uac04. \uc874 \ud3ed \uc57d $94(0.38\u00d7ATR)\ub85c \uc124\uc815, likely_wick\uc740 \uace0\uc810 \uc9c1\uc0c1\ub2e8 stop-hunt \ub808\ubca8\uc5d0 \ubc30\uce58. $73,420 \ub3cc\ud30c \uc2dc $73,700 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130\uae4c\uc9c0 \ud655\uc7a5\ub418\uba70 \uc2a4\uc715\uc774 \uc544\ub2cc \ucd94\uc138 \uc5f0\uc7a5\uc73c\ub85c \ud574\uc11d\ub418\uc5b4 \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "base_target": 72910.02,
        "turning_zone": [
          72840.0,
          72910.02
        ],
        "likely_wick": 72894.25,
        "rejection_confirm": 72985.0,
        "invalid_overshoot": 72782.6,
        "calibration_reasoning": "EMA20 $72,897.21 + 0.618 \ud669\uae08\ube44 $72,894.25 + Chairman $72,858.5\uac00 \uc911\ucca9\ub41c \uac15\ud55c \uad6c\uc870 \ubc29\uc5b4\ub300. \uc874 \ud3ed \uc57d $70(0.29\u00d7ATR)\ub85c \ud0c0\uc774\ud2b8\ud558\uac8c \uc124\uc815, likely_wick\uc740 3\uc911 confluence \ud575\uc2ec\uc778 $72,894.25\uc5d0 \uace0\uc815. $72,782.6(fib \uc9c0\uc9c0) \uc774\ud0c8 \uc2dc 1\ucc28 \ubc29\uc5b4 \uc2e4\ud328\ub85c \ud310\uc815."
      },
      {
        "seq": 3,
        "base_target": 72517.9,
        "turning_zone": [
          72440.0,
          72517.9
        ],
        "likely_wick": 72504.42,
        "rejection_confirm": 72670.95,
        "invalid_overshoot": 72400.0,
        "calibration_reasoning": "ICT BOS $72,517.9 \ubc0f Elliott \uc870\uc815 \ud558\ub2e8 $72,467\uc744 \ud3ec\uad04\ud558\ub294 \uc874(\ud3ed $78, 0.32\u00d7ATR). likely_wick\uc740 ext_1.0/ret_0.236/ret_0.382 3\uc911 confluence\uc778 $72,504.42\uc5d0 \ubc30\uce58. $72,400 \ud558\ud68c \uc2dc Wyckoff AR $71,911.1 \ubc29\ud5a5\uc73c\ub85c \uad6c\uc870 \ubd95\uad34\ub418\uc5b4 \uac15\uc138 \uc5f0\uc7a5 \uc2dc\ub098\ub9ac\uc624 \ubb34\ud6a8\ud654."
      },
      {
        "seq": 4,
        "base_target": 73223.4,
        "turning_zone": [
          73223.4,
          73420.0
        ],
        "likely_wick": 73280.0,
        "rejection_confirm": 73100.0,
        "invalid_overshoot": 73500.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c \uc874 \ud3ed \uc57d $197(0.80\u00d7ATR) \ud655\ub300 \uc801\uc6a9. UTAD $73,223.4 \uc0c1\ub2e8\ubd80\ud130 7\uc77c \uace0\uc810 $73,255.7 \uc720\ub3d9\uc131 \ub9e4\uadf8\ub11b\uc744 \uc9c0\ub098 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130 \uc9c4\uc785 \uc9c1\uc804\uae4c\uc9c0 \ud3ec\ud568. likely_wick\uc740 7\uc77c \uace0\uc810 stop-hunt \uc601\uc5ed($73,280)\uc5d0 \ubc30\uce58, $73,500 \ub3cc\ud30c \uc2dc $73,700 \ud074\ub7ec\uc2a4\ud130\ub85c\uc758 \uad6c\uc870 \ud655\uc7a5\uc774 \ud655\uc815\ub418\uc5b4 \uc7ac\ubd84\ubc30 \uc2dc\ub098\ub9ac\uc624 \ubb34\ud6a8\ud654."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 18.1,
      "chairman": 28.3,
      "operating_path": 110.1,
      "tp_calibrator": 49.9
    },
    "agents": {},
    "total_s": 206.5
  }
}