{
  "symbol": "BTC/USDT",
  "timeframe": "1d",
  "timestamp": "2026-04-15 13:00 KST",
  "last_price": 74776.2,
  "num_candles": 300,
  "stage1_analyses": {
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.72,
      "structure_bias": "neutral",
      "setup_bias": "bullish",
      "setup_score": 0.78,
      "setup_signals": [
        "\uac00\uaca9 $74,776.20\uc774 EMA20 $71,145.41 \uc704\uc5d0 \uc720\uc9c0\ub418\uc5b4 \ub2e8\uae30 \uc218\uc694 \uc6b0\uc704\uac00 \ud655\uc778\ub428",
        "Open Interest trend 1.000\uc73c\ub85c \uac15\ud55c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \ubc1c\uc0dd\ud558\ub294 \uac00\uc6b4\ub370, aggregate_score 0.694\ub85c \ud30c\uc0dd \uc804\ubc18\uc774 \uc0c1\ubc29 \uc6b0\uc138\ub97c \uc2dc\uc0ac\ud568",
        "CVD divergence 0.700\uc73c\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \uac15\ub3c4\uac00 \ub3d9\ubc18\ub418\uc5b4 \ub2e8\uae30 \uc0c1\ubc29 \uc5f0\uc7a5 \uac00\ub2a5\uc131\uc774 \ub192\uc74c",
        "Long/Short imbalance 0.782\ub85c \ud3ec\uc9c0\uc158 \uc3e0\ub9bc\uc740 \uc874\uc7ac\ud558\uc9c0\ub9cc positioning_extreme\uc774 balanced\ub77c \uacfc\uc5f4 \uadf9\ub2e8\uc740 \uc544\uc9c1 \uc544\ub2d8",
        "\ud604\ubb3c-\uc120\ubb3c \ubca0\uc774\uc2dc\uc2a4\uac00 -0.0452%\ub85c \uc57d\ud55c \ubc31\uc6cc\ub370\uc774\uc158 \uc0c1\ud0dc\uc5ec\uc11c \uacfc\ub3c4\ud55c \ub871 \uacfc\uc5f4 \uc5c6\uc774 \uc0c1\uc2b9\uc744 \uc2dc\ub3c4\ud558\ub294 \uad6c\uc870\uc784",
        "\ud558\ub2e8 \uc8fc\uc694 \uc720\ub3d9\uc131 $73,300 \ubc0f $73,600\uc5d0 \ub300\uae30 \ubb3c\ub7c9\uc774 \uc9d1\uc911\ub418\uc5b4 \uc788\uc5b4, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ud558\ubc29 \uc2a4\uc715 \ud6c4 \ubc18\ub4f1 \ub610\ub294 \ud574\ub2f9 \uad6c\uac04 \ubc29\uc5b4 \uac00\ub2a5\uc131\uc774 \ub192\uc74c"
      ],
      "reasoning": "\ud604\uc7ac BTC\ub294 $74,776.20\uc73c\ub85c EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc9c0\ub9cc EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4, \uc77c\ubd09 \uad6c\uc870 \uc790\uccb4\ub294 \uc544\uc9c1 \uba85\ud655\ud55c \ucd94\uc138 \uc804\ud658\uc774 \ud655\uc778\ub418\uc9c0 \uc54a\uc740 \uc911\ub9bd \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud30c\uc0dd \uce21\uba74\uc5d0\uc11c\ub294 OI trend 1.000, CVD divergence 0.700, aggregate_score 0.694\ub85c \uc2e0\uaddc \ucc38\uc5ec\uac00 \uc720\uc785\ub418\ub294 \uc0c1\uc2b9 \uc900\ube44\ud615 \uc14b\uc5c5\uc774 \ub354 \uac15\ud558\uac8c \ubcf4\uc785\ub2c8\ub2e4. funding_pressure 0.500\uc740 \ub871 \uacfc\uc5f4\ub3c4 \uc20f \uc555\ubc15\ub3c4 \uc544\ub2cc \uc911\ub9bd \uc218\uc900\uc774\uba70, \ubca0\uc774\uc2dc\uc2a4 -0.0452%\ub294 \uacfc\ub3c4\ud55c \ub099\uad00 \uc5c6\uc774 \uac00\uaca9\uc774 \ubc84\ud2f0\ub294 \uc0c1\ud0dc\ub77c \uc624\ud788\ub824 \uc0c1\ubc29 \uc5f0\uc7a5\uc5d0 \uc720\ub9ac\ud569\ub2c8\ub2e4. \ud575\uc2ec\uc740 $75,700 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8\uc640 $73,300 \uac15\ud55c \ud558\ub2e8 \uc720\ub3d9\uc131 \ubc29\uc5b4 \uc5ec\ubd80\uc774\uba70, \ub2e8\uae30 4~8\uc2dc\uac04\uc5d0\uc11c \uc218\uae09 \uc120\ud589 \uc2e0\ud638\uc0c1 \uc0c1\ubc29 \uc2dc\ub3c4\uac00 \uc6b0\uc138\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          73600,
          73300,
          71900,
          71145.41
        ],
        "resistance": [
          75700,
          76009,
          77157.05
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73300",
      "risk_scenario": "\ub9cc\uc57d $73,300\uc774 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uc774\ud0c8\ub418\uba74, \uac00\uc7a5 \uac15\ud55c \ud558\ub2e8 \uc720\ub3d9\uc131 \ub808\ubca8\uc774 \ubd95\uad34\ub418\uba74\uc11c \ub871 \uc9c4\uc785\uc758 \uc2e4\ud328\ub85c \ud574\uc11d\ub420 \uc218 \uc788\uace0, \uc774\ud6c4 $71,900 \ubc0f EMA20 $71,145.41\uae4c\uc9c0 \ube60\ub978 \uccad\uc0b0\uc131 \ud558\ub77d\uc774 \uc774\uc5b4\uc9c8 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $75,700 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud558\uace0 \uc548\ucc29\ud558\uba74 \uad6c\uc870_bias\ub3c4 \uc911\ub9bd\uc5d0\uc11c \uac15\uc138\ub85c \uc804\ud658\ub420 \uc5ec\uc9c0\uac00 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.7,
        "oi_trend": 1.0,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.782,
        "spot_futures_basis_score": 0.489,
        "spot_futures_basis_pct": -0.0452,
        "aggregate_score": 0.694,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            73600,
            116322.02346884999
          ],
          [
            73300,
            139873.910417
          ],
          [
            71900,
            116650.52920439998
          ]
        ],
        "liq_above": [
          [
            75700,
            105804.01134900001
          ]
        ],
        "strongest_liq_level": 73300,
        "fragility_score": 0.514,
        "positioning_extreme": "balanced"
      }
    },
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "bearish",
      "confidence": 0.64,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.71,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $74,776.20\ub294 7\uc77c \ubc94\uc704 \uc911\uac04\uac12(EQ) $73,218.50 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ub9e4\ub3c4 \uc6b0\uc704 \uad6c\uac04\uc785\ub2c8\ub2e4",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $76,009.00 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911\uc774\uba70, \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc7ac\uc2dc\ud5d8 \uc774\ud6c4 \uacf5\uae09 \ubc18\uc751\uc774 \ub098\uc62c \uc218 \uc788\ub294 \uc790\ub9ac\uc785\ub2c8\ub2e4",
        "EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc73c\ub098 EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4, \ub2e8\uae30 \ubc18\ub4f1\uc774 \uc911\uae30 \uc800\ud56d\uc5d0 \ub9c9\ud78c \uacfc\ub3c4\uae30 \uad6c\uc870\uc785\ub2c8\ub2e4",
        "\ucd5c\uadfc \ud328\ud134 \uc810\uc218\ub294 bear_score 3.35\uac00 bull_score 1.60\ubcf4\ub2e4 \uc6b0\uc138\ud558\uba70, evening_star@296\u00b7bearish_engulfing@296\u00b7bearish_harami@298\uc774 \uc0c1\ub2e8 \uc800\ud56d \uc778\uadfc\uc5d0\uc11c \uacb9\uccd0 \uc788\uc2b5\ub2c8\ub2e4",
        "bullish_engulfing@299\uac00 \uace0\uac70\ub798\ub7c9\uc774\uae34 \ud558\uc9c0\ub9cc, \ubc14\ub85c \uc704\uc5d0 EMA120 $77,157.05 \ubc0f 7\uc77c \uace0\uc810 $76,009.00 \uc800\ud56d\uc774 \ub0a8\uc544 \uc788\uc5b4 \uc544\uc9c1 \uad6c\uc870 \uc804\ud658 \ud655\uc778 \uc804\uc758 \ubc18\ub4f1 \uc131\uaca9\uc73c\ub85c \ubd05\ub2c8\ub2e4"
      ],
      "reasoning": "\uc77c\ubd09 \uae30\uc900 \ud604\uc7ac BTC\ub294 EMA20 $71,145.41 \uc704\uc5d0\uc11c \ubc18\ub4f1 \uc911\uc774\uc9c0\ub9cc EMA120 $77,157.05 \uc544\ub798\uc5d0 \uba38\ubb3c\ub7ec \uc788\uc5b4, \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc911\uae30 \ud558\ub77d \uc555\ub825\uc774 \uc544\uc9c1 \ud574\uc18c\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ucd5c\uadfc \uce94\ub4e4\uad70\uc5d0\uc11c\ub294 bullish_engulfing@299(\ud488\uc9c8 0.705, \uace0\uac70\ub798\ub7c9)\uac00 \ub098\ud0c0\ub0ac\uc9c0\ub9cc, \uadf8 \uc9c1\uc804\uc5d0 evening_star@296\uacfc bearish_engulfing@296\uc774 \ud615\uc131\ub418\uc5c8\uace0 \uc804\uccb4 \ud328\ud134 \uc6b0\uc138\ub3c4\ub3c4 bear_score 3.35\ub85c bullish 1.60\ubcf4\ub2e4 \ub192\uc2b5\ub2c8\ub2e4. \uc989 \uad6c\uc870\ub294 \uc544\uc9c1 \uba85\ud655\ud55c \uc0c1\uc2b9 \uc804\ud658\uc774 \uc544\ub2c8\ub77c, \ud558\ub77d \uad6c\uc870 \ub0b4 \ub418\ub3cc\ub9bc \ubc18\ub4f1\uc73c\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ub2e4\ub9cc $76,009.00\uc640 $77,157.05\ub97c \uc77c\ubd09 \uc885\uac00 \uae30\uc900\uc73c\ub85c \ud68c\ubcf5\ud558\uba74 \ud604\uc7ac\uc758 \uc57d\uc138 \ud574\uc11d\uc740 \ube60\ub974\uac8c \uc57d\ud654\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          73104.85,
          71145.41,
          70428.0
        ],
        "resistance": [
          76009.0,
          77157.05,
          86012.98
        ]
      },
      "time_horizon": "short/medium term",
      "invalidation_level": "77157.05",
      "risk_scenario": "\ubc18\ub300\ub85c BTC\uac00 $76,009.00 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud55c \ub4a4 EMA120\uc778 $77,157.05\ub97c \uc77c\ubd09 \uc885\uac00\ub85c \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\uba74, \ud604\uc7ac\uc758 \uc57d\uc138 \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 \uace0\uac70\ub798\ub7c9 bullish_engulfing@299\uac00 \ucd94\uc138 \uc804\ud658 \uc2e0\ud638\ub85c \uc7ac\ud3c9\uac00\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \uc20f \ud3ec\uc9c0\uc158\uc740 \uc20f \uc2a4\ud034\uc988\uc5d0 \ub178\ucd9c\ub418\uba70 \ub2e4\uc74c \uc0c1\ub2e8 \ubaa9\ud45c\ub294 \ub354 \ud070 \uad6c\uc870 \uc800\ud56d\uc778 $86,012.98 \ubc29\ud5a5\uc73c\ub85c \uc5f4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "total_patterns_detected": 130,
        "recent_patterns": 9,
        "pattern_list": [
          "bullish_engulfing@291",
          "bearish_engulfing@296",
          "bullish_engulfing@299",
          "evening_star@296",
          "doji@290",
          "doji@295",
          "bearish_harami@290",
          "bearish_harami@292",
          "bearish_harami@298"
        ],
        "atr_value": 2552.65,
        "vol_avg_20": 154032.01,
        "high_volume_patterns": [
          "bullish_engulfing"
        ],
        "pattern_candidates": [
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.705,
            "tier": "strict",
            "high_volume": true
          },
          {
            "pattern": "bearish_harami",
            "signal": "bearish",
            "pattern_quality": 0.59,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "evening_star",
            "signal": "bearish",
            "pattern_quality": 0.583,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.558,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_harami",
            "signal": "bearish",
            "pattern_quality": 0.493,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.705,
        "bull_score": 1.6,
        "bear_score": 3.35
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bearish",
      "confidence": 0.91,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.905,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $74,776.20\ub294 EQ $69,494.25 \uc704\uc758 premium \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \ud558\ubc29 \uc7ac\ubd84\ubc30 \uc14b\uc5c5\uc5d0 \uc720\ub9ac\ud568",
        "\ucd5c\uadfc \uad6c\uc870 \uc774\ubca4\ud2b8\uac00 CHoCH_bearish @ $84,408.60\ub85c \ub9c8\uac10\ub418\uc5b4 \uc77c\ubd09 \uad6c\uc870\uc0c1 \uc57d\uc138 \uc804\ud658\uc774 \uc720\uc9c0\ub428",
        "\uacfc\uac70 \ud655\uc815 \uad6c\uc870\uc0c1 BOS_bearish @ $101,516.50 \uc774\ud6c4 \ubc18\ub4f1\uc774 \uc788\uc5c8\uc9c0\ub9cc, \uc0c1\ub2e8 \uad6c\uc870 \ubcf5\uad6c \uc5c6\uc774 premium \uc7ac\uc9c4\uc785 \uc0c1\ud0dc",
        "\ud604\uc7ac resting liquidity\ub294 BSL $75,712.25\uc5d0 \uc313\uc5ec \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 \ud558\ub77d\ud560 \uac00\ub2a5\uc131 \uc874\uc7ac",
        "\uc774\uc804 \uc77c\ubd09 \uc800\uac00 $73,766.80\ub294 \uc774\ubbf8 \uc774\ud0c8\ub418\uc5c8\uace0 broken_prev_low=True\ub85c \ud655\uc778\ub418\uc5b4 \ub9e4\ub3c4 \uce21 \uad6c\uc870 \uc555\ub825\uc774 \uc720\uc9c0\ub428",
        "\ud604\uc7ac retracement 100.1%\ub85c deep retracement \uc0c1\ud0dc\uc774\uba70, premium\uc5d0\uc11c\uc758 \uacfc\ud655\uc7a5 \ubc18\ub4f1\uc740 ICT \uad00\uc810\uc5d0\uc11c sell-side delivery \uc7ac\uac1c \uad6c\uac04\uc5d0 \ud574\ub2f9"
      ],
      "reasoning": "\uc77c\ubd09 \uae30\uc900 \uad6c\uc870 \ud574\uc11d\uc740 \uc57d\uc138\uc785\ub2c8\ub2e4. \ucd5c\uadfc \uc720\ud6a8\ud55c \uad6c\uc870 \uc774\ubca4\ud2b8\ub294 CHoCH_bearish\uac00 $111,850.00, $108,566.00, \uadf8\ub9ac\uace0 \ucd5c\uc885\uc801\uc73c\ub85c $84,408.60\uc5d0\uc11c \ubc18\ubcf5 \ud655\uc778\ub418\uc5c8\uace0, \uc911\uac04\uc5d0 BOS_bearish\ub3c4 $101,516.50\uc5d0\uc11c \ubc1c\uc0dd\ud574 \uc0c1\uc704 \uad6c\uc870\uc758 \ud558\ubc29 \uc804\ud658\uc774 \uc774\ubbf8 \ud655\uc815\ub41c \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $74,776.20\ub85c EQ $69,494.25 \uc704 premium \uad6c\uac04\uc5d0 \uc788\uc73c\uba70, range high $76,009.00 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4 premium \ub9e4\ub3c4 \uad00\uc810\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4. \ub610\ud55c \uc774\uc804 \uc77c\ubd09 \uc800\uac00 $73,766.80\uac00 \uc774\ubbf8 \uae68\uc84c\uace0, \uc0c1\ub2e8 resting liquidity\uac00 $75,712.25\uc5d0 \ub0a8\uc544 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c \uadf8 \uc720\ub3d9\uc131\uc744 \uc2a4\uc715\ud55c \ub4a4 \ub2e4\uc2dc \uc544\ub798\ub85c \ubc00\uc5b4\ub0b4\ub294 \uc2dc\ub098\ub9ac\uc624\uac00 \uac00\uc7a5 \uae54\ub054\ud569\ub2c8\ub2e4. \ub2e4\ub9cc OB\uc640 \ubbf8\uccb4\uacb0 FVG\uac00 \ubaa8\ub450 \ubd80\uc7ac\ud558\ubbc0\ub85c, \ud604 \ubd84\uc11d\uc758 \ud575\uc2ec\uc740 \uc8fc\ubb38\ube14\ub85d \ubc18\uc751\uc774 \uc544\ub2c8\ub77c \uad6c\uc870\uc640 premium \uc704\uce58, \uadf8\ub9ac\uace0 \uc720\ub3d9\uc131 \ubc30\uce58\uc5d0 \uae30\ubc18\ud55c \uc57d\uc138 \ud574\uc11d\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          73766.8,
          70428.0,
          69494.25,
          62979.5
        ],
        "resistance": [
          75712.25,
          76009.0,
          84408.6
        ]
      },
      "time_horizon": "medium term",
      "invalidation_level": "76009.0",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $75,712.25\uc758 buy-side liquidity\ub97c \ud761\uc218\ud55c \ub4a4\uc5d0\ub3c4 \uac70\ubd80\ub418\uc9c0 \uc54a\uace0, \uc77c\ubd09 \uae30\uc900\uc73c\ub85c $76,009.00 \uc0c1\ub2e8\uc5d0 \uc548\ucc29\ud558\uba74 \ud604\uc7ac premium \ub9e4\ub3c4 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ub2e8\uae30 \uc20f \ucee4\ubc84\ub9c1\uc774 \ubc1c\uc0dd\ud558\uba70, \ub2e4\uc74c \uad6c\uc870 \uc790\uc11d\uc740 $84,408.60 \ubc29\ud5a5\uc758 \uc0c1\ubc29 \ubcf5\uadc0 \uc2dc\ub3c4\uac00 \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": 1,
        "unfilled_bull_fvg_count": 0,
        "unfilled_bear_fvg_count": 0,
        "bull_fvg_ranges": [],
        "bear_fvg_ranges": [],
        "fvg_open_count": 0,
        "fvg_mitigated_count": 70,
        "fvg_open_zones": [],
        "bos_choch_events": [
          "CHoCH_bearish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_bearish"
        ],
        "bos_choch_levels": [
          {
            "type": "CHoCH_bearish",
            "level": 111850.0
          },
          {
            "type": "BOS_bullish",
            "level": 117875.2
          },
          {
            "type": "CHoCH_bearish",
            "level": 108566.0
          },
          {
            "type": "BOS_bearish",
            "level": 101516.5
          },
          {
            "type": "BOS_bullish",
            "level": 94555.0
          },
          {
            "type": "CHoCH_bearish",
            "level": 84408.6
          }
        ],
        "bos_sequence": [
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_bearish"
        ],
        "consecutive_bull_bos": 0,
        "consecutive_bear_bos": 0,
        "recent_liq_sweeps": [],
        "recent_sweep_levels": [],
        "liquidity_resting": [
          {
            "type": "BSL",
            "level": 75712.25
          }
        ],
        "current_zone": "premium",
        "eq_level": 69494.25,
        "range_high": 76009.0,
        "range_low": 62979.5,
        "bull_score": 5.5,
        "bear_score": 11.4,
        "setup_bias": "bearish",
        "setup_score": 0.905,
        "setup_signals": [
          "bearish CHoCH below $111,850.00",
          "bearish CHoCH below $108,566.00",
          "bearish BOS below $101,516.50",
          "bearish CHoCH below $84,408.60",
          "deep retracement 100.1% in premium zone"
        ],
        "retracement_direction": "bearish",
        "current_retracement_pct": 100.1,
        "deepest_retracement_pct": 100.1,
        "previous_day_high": 76009.0,
        "previous_day_low": 73766.8,
        "broken_prev_high": false,
        "broken_prev_low": true,
        "sessions": {}
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.58,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $74,776.20\ub294 \uc2a4\uc719 High\u2192Low $72,000\u2192$64,918 \uae30\uc900 0.786 \ub418\ub3cc\ub9bc $70,484.42\ub97c \uc0c1\ud68c\ud558\uba70, \uc911\uac04\uac12(EQ, 0.5) $68,459.05 \ub300\ube44 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "0.618 \ud669\uae08\ube44 \ub418\ub3cc\ub9bc $69,294.69\ub97c \uc774\ubbf8 \uc0c1\ud68c\ud574 \uace0\ud655\ub960 \ub418\ub3cc\ub9bc \uad6c\uac04\uc744 \ud1b5\uacfc\ud588\uace0, \ud604\uc7ac\uac00\ub294 \ud574\ub2f9 \uae30\uc900 \ub300\ube44 +7.33% \uc774\uaca9",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $76,009.00\uac00 EMA120 $77,157.05 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uc81c\ud55c\ub418\uc5b4 \uc0c1\ub2e8 \uacf5\uae09/\uc800\ud56d \ubc18\uc751 \uac00\ub2a5\uc131 \uc874\uc7ac",
        "\ud604\uc7ac\uac00\uac00 EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc73c\ub098 EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ubc18\ub4f1\uacfc \uc911\uae30 \ud558\ub77d \uad6c\uc870\uac00 \ucda9\ub3cc\ud558\ub294 \uacfc\ub3c4\uae30 \uc0c1\ud0dc",
        "\ud53c\ubcf4\ub098\uce58 \ubc18\uc751 \uc0c1\ud0dc\uac00 distant\uc774\uace0 reaction_probability\uac00 0.25\uc5d0 \ubd88\uacfc\ud574, \ud604 \uc704\uce58\uc5d0\uc11c \uc989\uac01\uc801\uc778 \ud53c\ubcf4 \ub808\ubca8 \ubc18\uc751 \uc2e0\ub8b0\ub3c4\ub294 \ub0ae\uc74c"
      ],
      "reasoning": "\uae30\uc900 \uc2a4\uc719\uc740 $72,000\uc5d0\uc11c $64,918\ub85c\uc758 \ud558\ub77d\uc774\uba70, \ud575\uc2ec \ub418\ub3cc\ub9bc\uc740 0.618 $69,294.69\uc640 0.786 $70,484.42\uc785\ub2c8\ub2e4. \ud604\uc7ac\uac00 $74,776.20\ub294 \ub450 \ud575\uc2ec \ub808\ubca8\uc744 \ubaa8\ub450 \uc0c1\ud68c\ud574 \uc788\uc5b4 \ub2e8\uc21c \ud53c\ubcf4\ub098\uce58 \uad00\uc810\uc5d0\uc11c\ub294 \uc774\ubbf8 \uae4a\uc740 \ub418\ub3cc\ub9bc \uc774\ud6c4\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed\uc5d0 \uc704\uce58\ud558\uba70, \uc2e0\uaddc \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4\ub294 \ub418\ub3cc\ub9bc/\uc2e4\ud328 \uac00\ub2a5\uc131\uc744 \ub354 \uacbd\uacc4\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\ub9cc \uc800\ud56d \ud6c4\ubcf4\uac00 \uba85\ud655\ud558\uac8c \ud074\ub7ec\uc2a4\ud130\ub9c1\ub418\uc9c0 \uc54a\uc558\uace0 confluence_quality\uac00 0\uc73c\ub85c \ub9e4\uc6b0 \ub0ae\uc544, \uc544\uc9c1 \ud655\uc815\uc801\uc778 \ud558\ub77d \uad6c\uc870 \uc804\ud658\uc774 \ud655\uc778\ub410\ub2e4\uace0 \ubcf4\uae30\ub294 \uc5b4\ub835\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 \uc911\ub9bd\uc774\uc9c0\ub9cc, $76,009.00~$77,157.05 \uad6c\uac04\uc5d0\uc11c \uc0c1\ub2e8 \uc800\ud56d \ubc18\uc751\uc774 \ub098\ud0c0\ub0a0 \uac00\ub2a5\uc131\uc744 \ubc18\uc601\ud574 \uc14b\uc5c5 \ubc14\uc774\uc5b4\uc2a4\ub294 \uc57d\ud55c \uc57d\uc138\ub85c \ud3c9\uac00\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          70484.42,
          69294.69,
          68459.05,
          67623.41,
          64918.2
        ],
        "resistance": [
          76009.0,
          77157.05
        ]
      },
      "time_horizon": "short/medium term",
      "invalidation_level": "77157.05",
      "risk_scenario": "\ubc18\ub300\ub85c \uac00\uaca9\uc774 $77,157.05\ub97c \uc77c\ubd09 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \ud68c\ubcf5\u00b7\uc548\ucc29\ud558\uba74, \ud604\uc7ac\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub418\uace0 $76,009.00 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud761\uc218 \uc774\ud6c4 \ucd94\uac00 \uc0c1\ubc29 \ud655\uc7a5\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ud53c\ubcf4\ub098\uce58 \ub418\ub3cc\ub9bc \uc800\ud56d \ub17c\ub9ac\ub294 \uc57d\ud654\ub418\uace0, $70,484.42 \ubc0f $69,294.69\ub294 \ub2e4\uc2dc \ud558\ub2e8 \ubc29\uc5b4 \uc9c0\uc9c0\ub85c \uae30\ub2a5\ud560 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "swing_pair": "High\u2192Low: $72,000 \u2192 $64,918",
        "direction": "down",
        "nearest_fib": "ret_0.786",
        "nearest_fib_price": 70484.42,
        "nearest_fib_distance": 5.74,
        "golden_ratio_level": 69294.69,
        "fib_ret_382": 67623.41,
        "fib_ret_618": 69294.69,
        "confluence_zones": [],
        "support_levels": [
          70484.41619999999,
          69294.6906,
          68459.04999999999
        ],
        "resistance_levels": [],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 66589.48,
            "distance_pct": 10.95,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.382",
            "price": 67623.41,
            "distance_pct": 9.57,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.5",
            "price": 68459.05,
            "distance_pct": 8.45,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.618",
            "price": 69294.69,
            "distance_pct": 7.33,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.786",
            "price": 70484.42,
            "distance_pct": 5.74,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.0",
            "price": 64918.2,
            "distance_pct": 13.18,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.272",
            "price": 62991.98,
            "distance_pct": 15.76,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.414",
            "price": 61986.38,
            "distance_pct": 17.1,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.618",
            "price": 60541.71,
            "distance_pct": 19.04,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_2.0",
            "price": 57836.5,
            "distance_pct": 22.65,
            "is_support": true,
            "cluster_score": 0.0
          }
        ],
        "confluence_quality": 0,
        "fib_reaction_state": "distant",
        "reaction_probability": 0.25
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "bearish",
      "confidence": 0.6,
      "structure_bias": "bearish",
      "setup_bias": "bullish",
      "setup_score": 0.58,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $74,776.20\ub294 EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ud560\uc778 \uad6c\uac04 \ubc18\ub4f1 \uc5f0\uc7a5\uc774 \uc9c4\ud589 \uc911\uc774\uc9c0\ub9cc, EMA120 $77,157.05 \uc544\ub798\ub77c \uc911\uae30 \uad6c\uc870 \uc804\ud658\uc740 \uc544\uc9c1 \ubbf8\ud655\uc815",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $76,009.00\uac00 EMA120 $77,157.05 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \ud615\uc131\ub418\uc5b4 \uacf5\uae09\ub300 \uc800\ud56d \ud14c\uc2a4\ud2b8 \uad6c\uac04\uc73c\ub85c \ud574\uc11d \uac00\ub2a5",
        "\uc9c1\uc804 \uc8fc\uc694 \uc2a4\uc719 \uac00\uaca9\uc73c\ub85c \uc81c\uc2dc\ub41c $69,288.00 \ubd80\uadfc \uc800\uc810/\uc720\ub3d9\uc131 \uad6c\uac04\uc744 \uc9c0\ud0a8 \ub4a4 \ubc18\ub4f1\ud574, \uad6c\uc870 \uc804\ud658 \uc804 \uc120\ud589\ud615 bullish setup\uc774 \uc0b4\uc544 \uc788\uc74c",
        "\ub9c8\uc9c0\ub9c9 \ud655\uc815\ud615 \ud30c\ub3d9 \ud6c4\ubcf4\uac00 bearish A-B-C\uc774\uba70 b \ub418\ub3cc\ub9bc 0.54~0.62\ub85c \ube44\uad50\uc801 \uc815\ub3c8\ub41c \uad50\uc815 \uad6c\uc870\ub97c \ubcf4\uc5ec, \ud604\uc7ac \ubc18\ub4f1\uc740 \ucd94\uc138 \uc804\ud658\ubcf4\ub2e4 B\ud30c \ub610\ub294 \ub354 \ud070 \ud558\ub77d \uc804 \ub418\ub3cc\ub9bc \uac00\ub2a5\uc131",
        "\ud604\uc7ac\uac00\ub294 EMA20 \ub300\ube44 +5.1%\ub85c \ub2e8\uae30 \uacfc\uc5f4 \ubc18\ub4f1 \uc131\uaca9\uc774 \uc788\uc73c\ub098 EMA240 $86,012.98 \ub300\ube44 -13.1%\ub85c \uc0c1\uc704 \ucd94\uc138\ub294 \uc5ec\uc804\ud788 \uc57d\uc138\uad8c"
      ],
      "reasoning": "\ud655\uc778\ub41c \uc5d8\ub9ac\uc5b4\ud2b8 \uad6c\uc870\uc0c1 \uac00\uc7a5 \uc2e0\ub8b0\ub3c4 \uc788\ub294 \ub3d9\uc778\uc740 129~161 \uad6c\uac04\uc758 bearish 5\ud30c \ud558\ub77d\uc774\uba70, \uac00\uaca9 \ud3ec\uc778\ud2b8\ub294 $116,380.2 \u2192 $98,888.8 \u2192 $107,473.7 \u2192 $80,600.0 \u2192 $93,080.0\ub85c \uc81c\uc2dc\ub418\uc5b4 \uc911\uae30 \uad6c\uc870_bias\ub294 \uc57d\uc138\uc785\ub2c8\ub2e4. \uc774\ud6c4 \ud6c4\ubcf4\uad70\ub3c4 bullish impulse\ubcf4\ub2e4 bearish corrective\uac00 strict tier\ub85c 2\uac1c \uc874\uc7ac\ud558\uace0, \uc804\uccb4 wave_count_confidence\uac00 0.600\uc778 \uc810\uc744 \uac10\uc548\ud558\uba74 \ud604\uc7ac \ubc18\ub4f1\uc740 \ucd94\uc138 \ubc18\uc804 \ud655\uc815\ubcf4\ub2e4 \ud558\ub77d \ucd94\uc138 \ub0b4 \uad50\uc815 \ud30c\ub3d9\uc77c \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00 $74,776.20\uac00 EMA20 $71,145.41 \uc704\uc5d0 \uc788\uace0 \ucd5c\uadfc 7\uc77c \uc800\uc810 $70,428.00\uc5d0\uc11c \ubc18\ub4f1\ud55c \uc810\uc740 \ub2e8\uae30 \uc120\ud589 setup\uc73c\ub85c\ub294 bullish\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 bearish, \uadf8\ub7ec\ub098 \uc2e4\ud589 setup\uc740 $77,157.05 \uc800\ud56d \uc7ac\uc2dc\ud5d8 \uc804\uae4c\uc9c0 \ub2e8\uae30 \uc0c1\ubc29 \uc5f4\ub9bc\uc73c\ub85c \ubd84\ub9ac \ud310\ub2e8\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71145.41,
          70428.0,
          69288.0
        ],
        "resistance": [
          76009.0,
          77157.05,
          80600.0,
          93080.0
        ]
      },
      "time_horizon": "medium term",
      "invalidation_level": "77157.05",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $77,157.05\ub97c \uc77c\ubd09 \uae30\uc900\uc73c\ub85c \uc548\ucc29 \ub3cc\ud30c\ud558\uace0, \uc774\ud6c4 $76,009.00 \uc774\uc0c1\uc744 \uc9c0\uc9c0\ub85c \uc804\ud658\ud558\uba74 \ud604\uc7ac\uc758 bearish corrective \ud574\uc11d\uc740 \uc57d\ud654\ub429\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ubc18\ub4f1\uc740 \ub2e8\uc21c B\ud30c\uac00 \uc544\ub2c8\ub77c \ub354 \ud070 degree\uc758 \ucd94\uc138 \uc804\ud658 \ucd08\uae30 1-2 \ub610\ub294 \uc0c1\uc2b9 A\ud30c \ud655\uc7a5\uc73c\ub85c \uc7ac\ud574\uc11d\ub418\uba70, \ub2e4\uc74c \uc0c1\ubc29 \ubaa9\ud45c\ub294 $80,600.0 \uadf8\ub9ac\uace0 \uadf8 \uc704 $93,080.0\uae4c\uc9c0 \uc5f4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "wave_count_summary": "1 impulse + 11 corrective",
        "current_wave_position": "unknown",
        "impulse_candidates_found": 1,
        "corrective_candidates_found": 3,
        "swing_points_used": 43,
        "last_swing": {
          "idx": 285,
          "price": 69288.0,
          "type": "high"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bearish",
            "wave_quality": 0.5,
            "tier": "candidate",
            "w3_extension": 1.54
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.35,
            "tier": "candidate",
            "b_retracement": 0.83
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.54
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.62
          }
        ],
        "wave_count_confidence": 0.6,
        "alternate_count_present": true,
        "latest_impulse": {
          "direction": "bearish",
          "w3_extension": 1.54,
          "w2_retracement": 0.491,
          "fib_ideal_w2": false,
          "fib_ideal_w3": false,
          "wave_price_points": [
            116380.2,
            98888.8,
            107473.7,
            80600.0,
            93080.0
          ],
          "start_to_end_idx": [
            129,
            161
          ]
        }
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.58,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ud558\ubaa8\ub2c9 \ud328\ud134 \uc2a4\uce94 \uacb0\uacfc patterns_found=0\uc73c\ub85c, \ud604\uc7ac\uac00 $74,776.20 \ubd80\uadfc\uc5d0 \uc720\ud6a8\ud55c XABCD PRZ\uac00 \ud655\uc778\ub418\uc9c0 \uc54a\uc74c",
        "\ud604\uc7ac\uac00 $74,776.20\ub294 \ucd5c\uadfc 50\uad6c\uac04 \uc911\uac04\uac12(EQ)\uc778 \uc57d $69,494.25\ub97c \uc0c1\ud68c\ud558\ub294 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "7\uc77c \uace0\uac00 $76,009.00 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uad6c\uac04\uc5d0 \uadfc\uc811",
        "\ud604\uc7ac\uac00\uac00 EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc73c\ub098 EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ubc18\ub4f1\uacfc \uc911\uae30 \uacf5\uae09 \uc800\ud56d\uc774 \ucda9\ub3cc",
        "\ucd5c\uadfc 5\uac1c \uc77c\ubd09 \ud750\ub984\uc774 \u25bc-3.2% \uc774\ud6c4 \u25b2+5.2%, \u25bc-0.4%, \u25b2+0.9%\ub85c \ubc18\ub4f1\uc740 \ub098\uc654\uc9c0\ub9cc $76,009.00 \ub3cc\ud30c \ud655\uc778\uc740 \uc544\uc9c1 \uc5c6\uc74c"
      ],
      "reasoning": "\uc774\ubc88 \uc2a4\uce94\uc5d0\uc11c\ub294 \uc2a4\uc719 \uace0\uc810 23\uac1c\uc640 \uc800\uc810 20\uac1c\ub97c \uc810\uac80\ud588\uc9c0\ub9cc Gartley, Bat, Butterfly, Crab \uc911 \ud655\uc778\ub41c \ud558\ubaa8\ub2c9 \ud328\ud134\uc774 0\uac1c\uc5ec\uc11c, \ud604\uc7ac \uad6c\uac04\uc740 PRZ \uae30\ubc18 \ubc18\uc804 \uc2e0\ud638\ubcf4\ub2e4 \ubc94\uc704 \uc800\ud56d \ud574\uc11d\uc774 \uc6b0\uc120\uc785\ub2c8\ub2e4. \ud604\uc7ac\uac00 $74,776.20\ub294 \ucd5c\uadfc 50\uad6c\uac04 \ubc94\uc704 \ud558\ub2e8 $62,979.50\uacfc \uc0c1\ub2e8 $76,009.00 \uc0ac\uc774\uc5d0\uc11c \uc0c1\ub2e8\uc5d0 \uac00\uae5d\uace0, EQ \uc57d $69,494.25 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc774\ubbc0\ub85c \uc989\uc2dc \ucd94\uaca9\ub9e4\uc218 \ud6a8\uc728\uc740 \ub0ae\uc2b5\ub2c8\ub2e4. \ub3d9\uc2dc\uc5d0 \uac00\uaca9\uc740 EMA20 $71,145.41 \uc704\uc5d0\uc11c \ub2e8\uae30 \ubaa8\uba58\ud140\uc744 \uc720\uc9c0\ud558\uc9c0\ub9cc EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4, $76,009.00~$77,157.05 \uad6c\uac04\uc740 \uac15\ud55c \uc800\ud56d/\uacf5\uae09\ub300\ub85c \ubd10\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud655\uc815 \uad6c\uc870 \uc804\ud658\uc73c\ub85c \ubcf4\uae30\uc5d0\ub294 \ubd80\uc871\ud574 structure_bias\ub294 \uc911\ub9bd\uc774\uba70, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc0c1\ub2e8 \uc7ac\uc2dc\ud5d8 \ud6c4 \ub20c\ub9bc \uac00\ub2a5\uc131\uc774 \ub354 \ucee4 setup_bias\ub294 \uc57d\ud55c \uc57d\uc138\ub85c \ud310\ub2e8\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71145.41,
          69494.25,
          62979.5
        ],
        "resistance": [
          76009.0,
          77157.05,
          86012.98
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "77157.05",
      "risk_scenario": "$77,157.05\ub97c \uc77c\ubd09 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uace0 \uc548\ucc29\ud558\uba74 \ud604\uc7ac\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc800\ud56d \uae30\ubc18 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub418\uba70, \uc774\ud6c4 $76,009.00\uc774 \uc9c0\uc9c0\ub85c \uc804\ud658\ub420 \uacbd\uc6b0 \uc0c1\ubc29 \uad6c\uc870 \ud655\uc7a5\uc73c\ub85c \uc7ac\ud3c9\uac00\ud574\uc57c \ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,145.41\ub97c \uc774\ud0c8\ud558\uba74 \ub2e8\uae30 \ubc18\ub4f1\uc774 \uc2e4\ud328\ud558\uace0 EQ $69,494.25 \ubc0f \ubc94\uc704 \ud558\ub2e8 \ubc29\ud5a5\uc758 \ub418\ub3cc\ub9bc \uc555\ub825\uc774 \ucee4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 0,
        "swing_highs_scanned": 23,
        "swing_lows_scanned": 20,
        "price_pct_in_range": 90.5,
        "range_high_50": 76009.0,
        "range_low_50": 62979.5,
        "range_size": 13029.5
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "bullish",
      "confidence": 0.83,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.72,
      "setup_signals": [
        "\ud65c\uc131 ACC \uad6c\uc870\uc758 \ubc94\uc704 \ud558\ub2e8 SC $65,081.0, AR \uc0c1\ub2e8 $74,046.5\ub85c \uc7ac\uc575\ucee4\ub9c1\ub418\uba70 \ud604\uc7ac\uac00 $74,776.2\ub294 AR/BU \uc601\uc5ed \uc0c1\ub2e8\uc744 \uc18c\ud3ed \uc0c1\ud68c",
        "Spring $64,918.2 \uc774\ud6c4 SOS $69,288.0\uac00 \ubc1c\uc0dd\ud588\uace0, \ucd5c\uadfc LPS $70,458.2\uac00 \uc720\uc9c0\ub41c \ub4a4 BU $74,870.0\uae4c\uc9c0 \uc7ac\uc0c1\uc2b9\ud574 Phase D \uc9c4\ud589 \uc2e0\ud638\uac00 \uac15\ud654",
        "\ud604\uc7ac\uac00\ub294 EMA20 $71,145.41 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uc218\uc694 \uc6b0\uc704\uac00 \uc720\uc9c0\ub418\uba70, LPS $70,458.2\ub97c \uae30\uc900\uc73c\ub85c \ud55c \uc7ac\ud14c\uc2a4\ud2b8\uac00 \ub098\uc624\uba74 Wyckoff\uc2dd \ubc31\uc5c5/\uc9c0\uc9c0 \ud655\uc778 \uad6c\uac04\uc73c\ub85c \ud574\uc11d \uac00\ub2a5",
        "\ub2e4\ub9cc \ud604\uc7ac\uac00 $74,776.2\ub294 \ud604 \uad6c\uc870 EQ \ubd80\uadfc\uc744 \uc774\ubbf8 \uc0c1\ud68c\ud55c \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc73c\ub85c, $74,046.5 \uc7ac\uc774\ud0c8 \uc2dc \uc0c1\ub2e8 \uc548\ucc29 \uc2e4\ud328\ub85c \ub418\ubc00\ub9bc \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131 \uc874\uc7ac"
      ],
      "reasoning": "Wyckoff \uae30\uc900 \ud604\uc7ac \uc6b0\uc120 \uad6c\uc870\ub294 1d_cycle_2\uc758 \ud655\uc778\ub41c accumulation\uc774\uba70, \ud575\uc2ec \uc575\ucee4\ub294 SC $65,081.0\uc640 AR $74,046.5\uc785\ub2c8\ub2e4. \uc774 \uad6c\uc870\ub294 ST $67,300.0 \u2192 Spring $64,918.2 \u2192 SOS $69,288.0 \u2192 LPS $70,458.2 \u2192 BU $74,870.0\uae4c\uc9c0 \uc774\uc5b4\uc838 \ud604\uc7ac\ub294 \ud655\uc778\ub41c Phase D\ub85c \uc77d\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \uad6c\uc870_bias\ub294 \ubd84\uba85\ud788 bullish\uc774\uc9c0\ub9cc, \uc989\uc2dc \uacbd\ub85c\ub294 AR $74,046.5 \uc0c1\ub2e8 \uc548\ucc29\uc744 \uc720\uc9c0\ud558\ub290\ub0d0\uac00 \ud575\uc2ec\uc774\uba70, \uc720\uc9c0 \uc2dc BU \uc5f0\uc7a5 \ud14c\uc2a4\ud2b8\uac00 \uc6b0\uc138\ud558\uace0 \uc774\ud0c8 \uc2dc LPS $70,458.2 \ub610\ub294 EMA20 $71,145.41 \uc7ac\uc810\uac80 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 \uac15\uc138\uc9c0\ub9cc, \ucd94\uaca9\ubcf4\ub2e4 $74,046.5 \uc7ac\ud655\uc778\uacfc $70,458.2 \ubc29\uc5b4 \uc5ec\ubd80\ub97c \ud568\uaed8 \ubd10\uc57c \ud558\ub294 \uad6d\uba74\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          74046.5,
          71145.41,
          70458.2,
          67300.0,
          65081.0,
          64918.2
        ],
        "resistance": [
          74870.0,
          76009.0,
          77157.05
        ]
      },
      "time_horizon": "medium term",
      "invalidation_level": "64918.2",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 AR $74,046.5 \uc704 \uc548\ucc29\uc5d0 \uc2e4\ud328\ud558\uace0 LPS $70,458.2 \ubc0f EMA20 $71,145.41 \uc544\ub798\ub85c \ubc00\ub9b0\ub2e4\uba74, \ud604\uc7ac Phase D \ud574\uc11d\uc740 \ub2e8\uae30\uc801\uc73c\ub85c \uc57d\ud654\ub418\uba70 \uad6c\uc870\ub294 \ub2e4\uc2dc \ubc94\uc704 \ud68c\uadc0\uc131 \uc911\ub9bd\uc5d0 \uac00\uae4c\uc6cc\uc9d1\ub2c8\ub2e4. \ud2b9\ud788 Spring \uc800\uc810 $64,918.2\uac00 \ubd95\uad34\ub418\uba74 \uc774\ubc88 accumulation \ud574\uc11d \uc790\uccb4\uac00 \ud6fc\uc190\ub418\uc5b4 \ub354 \ud070 \uc7ac\ubd84\ubc30/\ud558\ubc29 \ud655\uc7a5 \uc2dc\ub098\ub9ac\uc624\ub97c \uc5f4\uc5b4\ub46c\uc57c \ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 92.5,
        "dis_score": 81.2,
        "regime": "ACC",
        "regime_state": "confirmed_acc",
        "structure_bias": "bullish",
        "phase_context": "confirmed_acc / accumulation / Phase D",
        "phases_detected": [
          "SC",
          "AR",
          "ST",
          "Spring",
          "TERMINAL_SPRING",
          "SOS"
        ],
        "last_phase": "SOS",
        "phase_candidates": [
          {
            "label": "SC",
            "side": "low",
            "idx": 35,
            "price": 114667.3,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 55,
            "price": 124545.6,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 98,
            "price": 108566.0,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 170,
            "price": 87688.0,
            "color": "#f9844a"
          },
          {
            "label": "TERMINAL_SPRING",
            "side": "low",
            "idx": 178,
            "price": 85073.0,
            "color": "#f3722c"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 199,
            "price": 94760.3,
            "color": "#06d6a0"
          }
        ],
        "phase_structures": [
          {
            "structure_id": "1d_cycle_1",
            "sequence": 1,
            "timeframe": "1d",
            "regime": "accumulation",
            "role": "prior_completed_structure",
            "is_active": false,
            "is_completed": true,
            "is_confirmed": true,
            "structure_bias": "bullish",
            "phase_context": "accumulation",
            "start_idx": 35,
            "end_idx": 199,
            "phase_count": 6,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 35,
                "price": 114667.3,
                "color": "#ffd166",
                "dt": "2025-07-25 09:00:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 55,
                "price": 124545.6,
                "color": "#06d6a0",
                "dt": "2025-08-14 09:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 98,
                "price": 108566.0,
                "color": "#118ab2",
                "dt": "2025-09-26 09:00:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 170,
                "price": 87688.0,
                "color": "#f9844a",
                "dt": "2025-12-07 09:00:00+09:00"
              },
              {
                "label": "TERMINAL_SPRING",
                "side": "low",
                "idx": 178,
                "price": 85073.0,
                "color": "#f3722c",
                "dt": "2025-12-15 09:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 199,
                "price": 94760.3,
                "color": "#06d6a0",
                "dt": "2026-01-05 09:00:00+09:00"
              }
            ]
          },
          {
            "structure_id": "1d_cycle_2",
            "sequence": 2,
            "timeframe": "1d",
            "regime": "accumulation",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bullish",
            "phase_context": "accumulation",
            "start_idx": 237,
            "end_idx": 297,
            "phase_count": 7,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 237,
                "price": 65081.0,
                "color": "#ffd166",
                "dt": "2026-02-12 09:00:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 257,
                "price": 74046.5,
                "color": "#06d6a0",
                "dt": "2026-03-04 09:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 275,
                "price": 67300.0,
                "color": "#118ab2",
                "dt": "2026-03-22 09:00:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 282,
                "price": 64918.2,
                "color": "#f9844a",
                "dt": "2026-03-29 09:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 285,
                "price": 69288.0,
                "color": "#06d6a0",
                "dt": "2026-04-01 09:00:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 296,
                "price": 70458.2,
                "color": "#8338ec",
                "dt": "2026-04-12 09:00:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 297,
                "price": 74870.0,
                "color": "#7209b7",
                "dt": "2026-04-13 09:00:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "1d_cycle_2",
        "primary_structure_id": "1d_cycle_1",
        "structure_count": 2,
        "regime_fitness": 0.9249999999999999,
        "current_event": "SOS",
        "major_phase": "D",
        "pos_in_range": 0.5,
        "main_range_low": 114667.3,
        "main_range_high": 124545.6
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.62,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.76,
      "active_setups": [
        "\ud604\uc7ac\uac00 $74,776.20\ub294 \ub2e4\uc218 \ubd84\uc11d\uc5d0\uc11c EQ $69,494.25~$73,218.50 \uc0c1\ub2e8\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc73c\ub85c \ubd84\ub958\ub418\uc5b4 \ucd94\uaca9 \ub9e4\uc218 \ud6a8\uc728\uc774 \ub0ae\uc74c",
        "$76,009.00\uac00 \ucd5c\uadfc 7\uc77c \uace0\uc810\uc774\uc790 \ubc18\ubcf5 \uc5b8\uae09\ub41c \uc0c1\ub2e8 \ubc94\uc704 \uc800\ud56d\uc774\uba70, EMA120 $77,157.05\uc640 \uc800\ud56d \ud074\ub7ec\uc2a4\ud130\ub97c \ud615\uc131\ud568",
        "ICT\ub294 $75,712.25 \uc0c1\ub2e8 \uc720\ub3d9\uc131(BSL) \uc874\uc7ac\ub97c \uadfc\uac70\ub85c premium \uad6c\uac04 \uc7ac\ubd84\ubc30\ud615 \uc57d\uc138 \uc14b\uc5c5\uc744 \uc81c\uc2dc\ud568",
        "\uce94\ub4e4 \ubd84\uc11d\uc740 evening star / bearish engulfing \ud6c4\ubcf4\uc640 bear_score 3.35 \uc6b0\uc704\ub97c \uadfc\uac70\ub85c \ubc18\ub4f1 \uad6d\uba74 \ub0b4 \uacf5\uae09 \ubc18\uc751 \uac00\ub2a5\uc131\uc744 \uac15\uc870\ud568",
        "\ud53c\ubcf4\ub098\uce58 \ubd84\uc11d\uc740 0.618 $69,294.69 \ubc0f 0.786 $70,484.42\ub97c \ubaa8\ub450 \uc0c1\ud68c\ud55c \uae4a\uc740 \ub418\ub3cc\ub9bc \uc0c1\ud0dc\ub85c \ud574\uc11d\ud568",
        "\ub2e4\ub9cc \ud30c\uc0dd \uc218\uae09\uc740 EMA20 $71,145.41 \uc0c1\ub2e8 \uc720\uc9c0, OI \uc99d\uac00, CVD \ub3d9\ud589\uc73c\ub85c \ub2e8\uae30 \uc218\uc694\uac00 \uc544\uc9c1 \uc0b4\uc544 \uc788\uc74c\uc744 \ubcf4\uc5ec\uc90c"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 Wyckoff \uae30\uc900 \ud655\uc778\ub41c \uc77c\ubd09 accumulation Phase D\ub85c \uc5ec\uc804\ud788 \uac15\uc138 \ucabd\uc5d0 \ubb34\uac8c\uac00 \uc2e4\ub9ac\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uacfc \uc0c1\ub2e8 \uc800\ud56d \ubc00\uc9d1 \ub54c\ubb38\uc5d0 \ub2e8\uae30\uc801\uc73c\ub85c \uc57d\uc138/\uacf5\uae09 \ubc18\uc751 \ucabd\uc774 \ub354 \uac15\ud569\ub2c8\ub2e4. \uc989 \uad6c\uc870\uc801 \uac15\uc138 \uc704\uc5d0\uc11c \uc989\uc2dc \ucd94\uaca9\ubcf4\ub2e4 \uc0c1\ub2e8 \uc800\ud56d \uc218\uc6a9 \uc5ec\ubd80\uc640 AR \uc7ac\ud655\uc778 \uc870\uac74\uc744 \ub354 \uc911\uc2dc\ud574\uc57c \ud558\ub294 \uad6d\uba74\uc785\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 4,
      "neutral_count": 2
    },
    "key_levels": {
      "support": [
        74046.5,
        73766.8,
        73300,
        71145.41,
        70458.2,
        70428.0,
        69494.25,
        64918.2
      ],
      "resistance": [
        74870.0,
        75700,
        75712.25,
        76009.0,
        77157.05
      ]
    },
    "confluences": [
      "$76,009.00\ub294 \uce94\ub4e4, ICT, \ud53c\ubcf4\ub098\uce58, \uc5d8\ub9ac\uc5b4\ud2b8, \ud558\ubaa8\ub2c9, Wyckoff\uac00 \uacf5\ud1b5\uc73c\ub85c \uc81c\uc2dc\ud55c \ud575\uc2ec \uc0c1\ub2e8 \uc800\ud56d/\ubc94\uc704 \uc0c1\ub2e8\uc785\ub2c8\ub2e4",
      "$77,157.05\ub294 EMA120 \uc911\uae30 \uad6c\uc870 \uc800\ud56d\uc73c\ub85c \ud30c\uc0dd, \uce94\ub4e4, \ud53c\ubcf4\ub098\uce58, \uc5d8\ub9ac\uc5b4\ud2b8, \ud558\ubaa8\ub2c9, Wyckoff\uac00 \ubc18\ubcf5 \ud655\uc778\ud588\uc2b5\ub2c8\ub2e4",
      "$71,145.41\ub294 EMA20 \ub3d9\uc801 \uc9c0\uc9c0\ub85c \ud30c\uc0dd, \uce94\ub4e4, \uc5d8\ub9ac\uc5b4\ud2b8, \ud558\ubaa8\ub2c9, Wyckoff\uac00 \uacf5\ud1b5 \uc9c0\uc9c0 \uae30\uc900\uc73c\ub85c \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4",
      "$69,494.25 \uc804\ud6c4\ub294 ICT\uc758 EQ\uc774\uc790 \ud558\ubaa8\ub2c9\uacfc \uad6c\uc870 \ud574\uc11d\uc0c1 \uc911\uac04\uac12\uc73c\ub85c, \ud604\uc7ac\uac00\uac00 \uadf8 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc5d0 \uc788\ub2e4\ub294 \uc810\uc5d0 \ub2e4\uc218 \ud569\uc758\uac00 \uc788\uc2b5\ub2c8\ub2e4",
      "ICT, \uce94\ub4e4, \ud53c\ubcf4\ub098\uce58, \ud558\ubaa8\ub2c9\uc740 \ubaa8\ub450 \ud604\uc7ac \uc704\uce58\ub97c \ud504\ub9ac\ubbf8\uc5c4/\uc0c1\ub2e8 \uacf5\uae09 \ud14c\uc2a4\ud2b8 \uad6c\uac04\uc73c\ub85c \ud574\uc11d\ud569\ub2c8\ub2e4",
      "Wyckoff\uc640 \ud30c\uc0dd\uc740 \ubaa8\ub450 $74,046.50~$74,776.20 \uad6c\uac04\uc744 \uc0c1\ub2e8 \uc548\ucc29 \uc5ec\ubd80\uac00 \uc911\uc694\ud55c \uad6c\uc870 \ud655\uc778 \uad6c\uac04\uc73c\ub85c \ubd05\ub2c8\ub2e4",
      "$70,428.00~$70,484.42 \uad6c\uac04\uc740 \ud53c\ubcf4\ub098\uce58 0.786\uacfc \ucd5c\uadfc \uc77c\ubd09 \uc800\uc810\ub300\ub85c \uacb9\uce58\uba70, \uc5d8\ub9ac\uc5b4\ud2b8\u00b7\uce94\ub4e4\u00b7\ud53c\ubcf4\ub098\uce58\uac00 \uacf5\ud1b5\uc73c\ub85c \uc758\ubbf8 \uc788\ub294 \ud558\ub2e8 \uad6c\uc870 \uae30\uc900\uc73c\ub85c \ubd05\ub2c8\ub2e4"
    ],
    "conflicts": [
      "\uac00\uc7a5 \ud070 \ucda9\ub3cc\uc740 \uad6c\uc870 \ud310\uc815\uc785\ub2c8\ub2e4. Wyckoff\ub294 SC $65,081.0 \u2192 AR $74,046.5 \u2192 Spring $64,918.2 \u2192 SOS $69,288.0 \u2192 LPS $70,458.2 \u2192 BU $74,870.0\ub97c \uadfc\uac70\ub85c \ud655\uc778\ub41c accumulation Phase D\ub97c \uc8fc\uc7a5\ud558\ub294 \ubc18\uba74, ICT\ub294 CHoCH_bearish $84,408.60 \uc774\ud6c4 \uc57d\uc138 \uad6c\uc870\uac00 \uc720\uc9c0\ub41c\ub2e4\uace0 \ubd05\ub2c8\ub2e4",
      "\ud30c\uc0dd \uc218\uae09\uc740 OI trend 1.000, CVD divergence 0.700, aggregate_score 0.694\ub85c \uc0c1\ubc29 \uc218\uc694 \uc720\uc785\uc744 \uac15\uc870\ud558\uc9c0\ub9cc, \uce94\ub4e4/ICT/\ud53c\ubcf4\ub098\uce58/\ud558\ubaa8\ub2c9\uc740 \ud604\uc7ac \uc704\uce58 \uc790\uccb4\uac00 \uc0c1\ub2e8 \uacf5\uae09 \ubc18\uc751\uc774 \ub098\uc62c \uc790\ub9ac\ub77c\uace0 \ud574\uc11d\ud569\ub2c8\ub2e4",
      "\uc5d8\ub9ac\uc5b4\ud2b8\ub294 \uc911\uae30 \uad6c\uc870\ub97c bearish\ub85c \ub450\uba74\uc11c\ub3c4 \uc2e4\ud589 \uc14b\uc5c5\uc740 bullish\ub85c \ubd84\ub9ac \ud310\ub2e8\ud574, \ub2e4\ub978 \uc57d\uc138 \uc14b\uc5c5 \ubd84\uc11d\ub4e4\uacfc \ub2e8\uae30 \uc6b4\uc601 \uad00\uc810\uc774 \uc5c7\uac08\ub9bd\ub2c8\ub2e4",
      "\ud558\ubaa8\ub2c9\uc740 \uc720\ud6a8 \ud328\ud134 \ubd80\uc7ac\ub85c \uad6c\uc870 \ud655\uc99d\uc744 \uc81c\uacf5\ud558\uc9c0 \ubabb\ud574 \uc911\ub9bd\uc778\ub370, \uc774\ub294 Wyckoff\uc758 \uac15\ud55c \uad6c\uc870 \ud655\uc99d\uacfc ICT\uc758 \uac15\ud55c \uc57d\uc138 \uad6c\uc870 \ud655\uc99d \uc0ac\uc774\uc5d0\uc11c \ud310\ub2e8\ub825\uc744 \ub0ae\ucd94\ub294 \uc694\uc18c\uc785\ub2c8\ub2e4"
    ],
    "executive_summary": "\ud604\uc7ac \uc77c\ubd09 \uad6c\uc870\uc758 \ud575\uc2ec \ud310\ub2e8\uc740 '\uc911\uae30 \ud558\ub77d \ucd94\uc138 \uc18d \ub2e8\uc21c \ubc18\ub4f1'\uacfc '\uc0c8\ub85c\uc6b4 accumulation \uc9c4\ud589' \uc0ac\uc774\uc758 \ucda9\ub3cc\uc774\uc9c0\ub9cc, \uad6c\uc870 \uc790\uccb4\ub9cc \ub193\uace0 \ubcf4\uba74 \uac00\uc7a5 \uad6c\uccb4\uc801\uc774\uace0 \ub2e8\uacc4\uac00 \ud655\uc778\ub41c \ud574\uc11d\uc740 Wyckoff\uc758 \ud655\uc778\ub41c accumulation Phase D\uc785\ub2c8\ub2e4. \uc989 prior \ud558\ub77d \uc0ac\uc774\ud074\uacfc \ubcc4\uac1c\ub85c, \ud604 \ud65c\uc131 \uad6c\uc870\ub294 Spring $64,918.2 \uc774\ud6c4 SOS $69,288.0, LPS $70,458.2, BU $74,870.0\uae4c\uc9c0 \uc9c4\ud589\ub41c \uc7ac\ucd95\uc801 \uad6c\uac04\uc73c\ub85c \uc77d\ub294 \uac83\uc774 \uac00\uc7a5 \uc124\ub4dd\ub825 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 EQ \uc0c1\ub2e8\uc758 \ud504\ub9ac\ubbf8\uc5c4\uc774\uba70 $76,009.00\uacfc EMA120 $77,157.05 \uc544\ub798\uc5d0 \uc788\uc5b4, \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \uacf5\uae09 \ubc18\uc751\u00b7\uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715\u00b7\uc7ac\ubd84\ubc30 \ud574\uc11d\uc774 \uac15\ud558\uac8c \uacf5\uc874\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\uc801 \uc9c4\ub2e8\uc740 '\uac15\uc138 \uc7ac\ucd95\uc801 \uc6b0\uc704'\uc774\uc9c0\ub9cc, \uadf8 \uac15\uc138\uac00 \ud655\uc7a5 \uad6d\uba74\uc73c\ub85c \uc778\uc815\ub418\ub824\uba74 $74,046.50 \uc0c1\ub2e8 \uc720\uc9c0\uc640 $70,458.20 \ubc29\uc5b4\uac00 \uacc4\uc18d \ud655\uc778\ub418\uc5b4\uc57c \ud558\uba70, \uc774 \uc870\uac74\uc774 \ubb34\ub108\uc9c0\uba74 \ud604 \uac15\uc138 \uad6c\uc870 \ud574\uc11d\uc740 \ube60\ub974\uac8c \uc57d\ud654\ub429\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.62,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.63,
    "waypoints": [
      {
        "seq": 1,
        "price": 75900.0,
        "type": "liquidity_sweep",
        "source": "ICT (BSL $75,712.25), Candlestick (7\uc77c \uace0\uc810 $76,009.00), Harmonic (\uc0c1\ub2e8 \ubc94\uc704 $76,009.00), Fibonacci (\uc0c1\ub2e8 \uc800\ud56d $76,009.00)",
        "description": "ICT\uac00 \uba85\uc2dc\ud55c \uc0c1\ub2e8 resting liquidity $75,712.25\uc640 \ubc94\uc704 \uc0c1\ub2e8/7\uc77c \uace0\uc810 $76,009.00 \uc0ac\uc774\uc5d0\uc11c BSL \uc2a4\uc715 \ubc1c\uc0dd. \ud604\uc7ac\uac00\uac00 premium \uad6c\uac04\uc5d0 \uc788\uace0 EMA120 $77,157.05 \uc544\ub798\uc5d0\uc11c \uc81c\ud55c\ub418\ubbc0\ub85c, \uc124\uc815 bias(76% bearish)\uc758 \uccab \uc9c4\ud589 \uacbd\ub85c\ub294 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc774\ud06c\uc774\uba70 \uc774\ud6c4 \uacf5\uae09 \ubc18\uc751\uc774 \ub098\uc62c \uc790\ub9ac",
        "est_hours": 5.0,
        "turning_zone": [
          75712.0,
          76478.0
        ],
        "likely_wick": 76050.0,
        "rejection_confirm": 75400.0,
        "invalid_overshoot": 76650.0,
        "calibration_reasoning": "Chairman \uc800\ud56d \ud074\ub7ec\uc2a4\ud130 BSL $75,712.25\uc640 7\uc77c \uace0\uc810 $76,009\ub97c zone \uc548\uc5d0 \ud3ec\uad04\ud558\uace0, \ud3ed\uc740 0.30\u00d7ATR(\uc57d $766)\ub85c \uc124\uc815. \ub77c\uc6b4\ub4dc $76,000 \uc790\uc11d \ud6a8\uacfc\ub85c wick\uc740 7\uc77c \uace0\uc810\uc744 \uc0b4\uc9dd \ub118\uae34 $76,050\uc5d0 \ubc30\uce58, EMA120 $77,157 \ub3c4\ub2ec \uc804 $76,650 \ub3cc\ud30c \uc2dc sweep\uc774 \uc544\ub2cc \ucd94\uc138 \uc804\ud658\uc73c\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "price": 74046.5,
        "type": "support_test",
        "source": "Wyckoff (AR $74,046.5 strict), Candlestick (bear_score 3.35 \uacf5\uae09 \ubc18\uc751), ICT (premium \uc7ac\ubd84\ubc30)",
        "description": "Wyckoff AR $74,046.50\ub294 accumulation \uc0c1\ub2e8 \uc575\ucee4\ub85c \uc7ac\ubd84\ubc30 \uc131\uacf5 \uc5ec\ubd80\uc758 1\ucc28 \ubc29\uc5b4\uc120. \uc2a4\uc715 \ud6c4 \uacf5\uae09 \ubc18\uc751\uc73c\ub85c \uc774 \ub808\ubca8\uae4c\uc9c0 \ub418\ub3cc\ub9bc \ubc1c\uc0dd, \uc774\uacf3\uc5d0\uc11c \ub2e4\uc74c \ubc29\ud5a5 \uacb0\uc815. \uc774 \ub808\ubca8\uc744 \uc0c1\ub2e8\uc73c\ub85c \uc720\uc9c0\ud558\uba74 Phase D \uc5f0\uc7a5, \uc774\ud0c8 \uc2dc LPS \uc7ac\uc810\uac80 \uacbd\ub85c",
        "est_hours": 11.0,
        "turning_zone": [
          73650.0,
          74400.0
        ],
        "likely_wick": 73766.8,
        "rejection_confirm": 74500.0,
        "invalid_overshoot": 73400.0,
        "calibration_reasoning": "Wyckoff AR $74,046.5 \ud558\ub2e8\uc73c\ub85c \uc9c1\uc804 \uc77c\ubd09 \uc800\uc810 $73,766.8\uae4c\uc9c0 \ud761\uc218\ud558\ub3c4\ub85d zone \ud3ed $750(\u22480.29\u00d7ATR) \uc124\uc815. likely_wick\uc740 chairman \uba85\uc2dc \uc77c\ubd09 \uc800\uc810 $73,766.8 \uc815\ub82c, $73,400 \uc774\ud0c8 \uc2dc waypoint 3 LPS \uc7ac\uc810\uac80 \uacbd\ub85c\ub85c \uc804\ud658\ub418\uc5b4 \ubcf8 \ub808\ubca8\uc774 1\ucc28 \ubc29\uc5b4\uc120\uc73c\ub85c \uc2e4\ud328."
      },
      {
        "seq": 3,
        "price": 73500.0,
        "type": "support_test",
        "source": "Derivatives ($73,600/$73,300 hydration), ICT (\uc774\uc804 \uc800\uc810 $73,766.80 \ub3cc\ud30c \uc774\ub825), Chairman (73,300/73,766.8 support \ud074\ub7ec\uc2a4\ud130)",
        "description": "AR \uc774\ud0c8 \uc2dc $73,766.80 \uc9c1\uc804 \uc77c\ubd09 \uc800\uc810\uacfc $73,300 \ud30c\uc0dd \ud558\ub2e8 \uc720\ub3d9\uc131 \uad6c\uac04\uc774 \uacb9\uce58\ub294 \uc9c0\uc9c0\ub300. \uc5ec\uae30\uc11c \uc218\uc694\uac00 \uc7ac\uc9c4\uc785\ud558\uba74 BU \uc7ac\uc2dc\ub3c4\uac00 \uc0b4\uc544\ub0a8\uace0, \ubb34\ub108\uc9c0\uba74 LPS $70,458.20 \ub808\ubca8\ub85c \uacbd\ub85c \ud655\uc7a5. 24h \uc708\ub3c4\uc6b0 \ub0b4 \uac00\uc7a5 \ud604\uc2e4\uc801\uc778 \ucd5c\uc800 \ud14c\uc2a4\ud2b8 \uad6c\uac04",
        "est_hours": 19.0,
        "turning_zone": [
          72500.0,
          73800.0
        ],
        "likely_wick": 73000.0,
        "rejection_confirm": 74046.5,
        "invalid_overshoot": 72200.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 waypoint \uac00\uc911\uce58\ub85c \ud3ed $1,300(\u22480.51\u00d7ATR) \ud655\uc7a5\ud558\uc5ec chairman $73,300 \ud30c\uc0dd \ud558\ub2e8 + \ub77c\uc6b4\ub4dc $73,000 \uc790\uc11d + \uc2ec\ub9ac \uc9c0\uc9c0 \ud761\uc218. likely_wick\uc740 \ub77c\uc6b4\ub4dc $73,000\uc73c\ub85c \ud3b8\ud5a5(\uc720\ub3d9\uc131 \uc790\uc11d), $74,046 AR \uc7ac\ud0c8\ud658\uc774 \ud655\uc815 \uc2e0\ud638\uc774\uba70 $72,200 \uc774\ud0c8 \uc2dc LPS $71,145/$70,458 \uacbd\ub85c\ub85c \ud655\uc7a5\ub418\uc5b4 24h \uc708\ub3c4\uc6b0 \uac00\uc124 \uc790\uccb4\uac00 \ubb34\ud6a8."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 75900.0,
        "expected_low": 74300.0,
        "high_first": true
      },
      "8h": {
        "expected_high": 75900.0,
        "expected_low": 74046.5,
        "high_first": true
      },
      "24h": {
        "expected_high": 75900.0,
        "expected_low": 73500.0,
        "high_first": true
      }
    },
    "triggers": {
      "bullish": {
        "price": 76009.0,
        "description": "$76,009.00\ub97c \uc77c\ubd09 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uc218\uc6a9\ud558\uace0 $77,157.05(EMA120)\ub85c \uc5f0\uc7a5\ub418\uba74 Wyckoff BU \uc5f0\uc7a5\uc774 \ud655\uc815\ub418\uc5b4 \uacf5\uae09 \ubc18\uc751 \uc2dc\ub098\ub9ac\uc624 \ubb34\ud6a8\ud654 \ubc0f \uc0c1\ubc29 \uac00\uc18d"
      },
      "bearish": {
        "price": 74046.5,
        "description": "Wyckoff AR $74,046.50\ub97c \uac15\ud55c \uac70\ub798\ub7c9\uacfc \ud568\uaed8 \ud558\ud68c\ud558\uba74 premium \uc7ac\ubd84\ubc30 \ud574\uc11d\uc774 \uac15\ud654\ub418\uc5b4 LPS $70,458.20 \uc7ac\uc810\uac80 \uacbd\ub85c\ub85c \uac00\uc18d"
      }
    },
    "scenario_invalidation": 77157.05
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 75900.0,
        "turning_zone": [
          75712.0,
          76478.0
        ],
        "likely_wick": 76050.0,
        "rejection_confirm": 75400.0,
        "invalid_overshoot": 76650.0,
        "calibration_reasoning": "Chairman \uc800\ud56d \ud074\ub7ec\uc2a4\ud130 BSL $75,712.25\uc640 7\uc77c \uace0\uc810 $76,009\ub97c zone \uc548\uc5d0 \ud3ec\uad04\ud558\uace0, \ud3ed\uc740 0.30\u00d7ATR(\uc57d $766)\ub85c \uc124\uc815. \ub77c\uc6b4\ub4dc $76,000 \uc790\uc11d \ud6a8\uacfc\ub85c wick\uc740 7\uc77c \uace0\uc810\uc744 \uc0b4\uc9dd \ub118\uae34 $76,050\uc5d0 \ubc30\uce58, EMA120 $77,157 \ub3c4\ub2ec \uc804 $76,650 \ub3cc\ud30c \uc2dc sweep\uc774 \uc544\ub2cc \ucd94\uc138 \uc804\ud658\uc73c\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 2,
        "base_target": 74046.5,
        "turning_zone": [
          73650.0,
          74400.0
        ],
        "likely_wick": 73766.8,
        "rejection_confirm": 74500.0,
        "invalid_overshoot": 73400.0,
        "calibration_reasoning": "Wyckoff AR $74,046.5 \ud558\ub2e8\uc73c\ub85c \uc9c1\uc804 \uc77c\ubd09 \uc800\uc810 $73,766.8\uae4c\uc9c0 \ud761\uc218\ud558\ub3c4\ub85d zone \ud3ed $750(\u22480.29\u00d7ATR) \uc124\uc815. likely_wick\uc740 chairman \uba85\uc2dc \uc77c\ubd09 \uc800\uc810 $73,766.8 \uc815\ub82c, $73,400 \uc774\ud0c8 \uc2dc waypoint 3 LPS \uc7ac\uc810\uac80 \uacbd\ub85c\ub85c \uc804\ud658\ub418\uc5b4 \ubcf8 \ub808\ubca8\uc774 1\ucc28 \ubc29\uc5b4\uc120\uc73c\ub85c \uc2e4\ud328."
      },
      {
        "seq": 3,
        "base_target": 73500.0,
        "turning_zone": [
          72500.0,
          73800.0
        ],
        "likely_wick": 73000.0,
        "rejection_confirm": 74046.5,
        "invalid_overshoot": 72200.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 waypoint \uac00\uc911\uce58\ub85c \ud3ed $1,300(\u22480.51\u00d7ATR) \ud655\uc7a5\ud558\uc5ec chairman $73,300 \ud30c\uc0dd \ud558\ub2e8 + \ub77c\uc6b4\ub4dc $73,000 \uc790\uc11d + \uc2ec\ub9ac \uc9c0\uc9c0 \ud761\uc218. likely_wick\uc740 \ub77c\uc6b4\ub4dc $73,000\uc73c\ub85c \ud3b8\ud5a5(\uc720\ub3d9\uc131 \uc790\uc11d), $74,046 AR \uc7ac\ud0c8\ud658\uc774 \ud655\uc815 \uc2e0\ud638\uc774\uba70 $72,200 \uc774\ud0c8 \uc2dc LPS $71,145/$70,458 \uacbd\ub85c\ub85c \ud655\uc7a5\ub418\uc5b4 24h \uc708\ub3c4\uc6b0 \uac00\uc124 \uc790\uccb4\uac00 \ubb34\ud6a8."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 22.8,
      "chairman": 31.1,
      "operating_path": 53.9,
      "tp_calibrator": 69.0
    },
    "agents": {},
    "total_s": 176.8
  }
}