{
  "symbol": "BTC/USDT",
  "timeframe": "15m",
  "timestamp": "2026-04-10 09:12 KST",
  "last_price": 71782.0,
  "num_candles": 300,
  "stage1_analyses": {
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.6,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ucd5c\uadfc \uc2a4\uc719 \uace0\uc810\uc774 73,128\ub2ec\ub7ec(idx 292)\ub85c \ud615\uc131\ub41c \ub4a4 \ud604\uc7ac\uac00 71,782\ub2ec\ub7ec\uac00 \uadf8 \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 buy-side liquidity sweep \uc774\ud6c4 \ub418\ubc00\ub9bc \uc131\uaca9\uc774 \ub098\ud0c0\ub0a8",
        "\ud604\uc7ac\uac00 71,782\ub2ec\ub7ec\ub294 EMA20 72,001.59\ub2ec\ub7ec \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uacf5\uae09 \ubc18\uc751 \uc774\ud6c4 \uc57d\uc138 \uc555\ub825\uc774 \ub0a8\uc544 \uc788\uc74c",
        "\ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 EMA120 71,492.07\ub2ec\ub7ec\uc640 EMA240 71,048.40\ub2ec\ub7ec \uc704\uc5d0 \uc788\uc5b4 \ud558\ub77d\uc774 \ub098\uc624\ub354\ub77c\ub3c4 \uc989\uc2dc \ucd94\uc138 \uc804\ud658\uc73c\ub85c \ud655\uc815\ub418\uc9c0\ub294 \uc54a\uc74c",
        "\uc5c4\uaca9 \uae30\uc900 corrective \ud6c4\ubcf4\uac00 bullish 0.60, bearish 0.60\uc73c\ub85c \ub3d9\ub960\uc774\uc5b4\uc11c \uad6c\uc870 \ud655\uc815\ubcf4\ub2e4 \uc120\ud589 \uc14b\uc5c5 \uad00\uc810\uc5d0\uc11c 73,128\ub2ec\ub7ec \uc800\ud56d \ubc18\uc751\uc774 \ub354 \uc911\uc694\ud568"
      ],
      "reasoning": "\ud604\uc7ac \ud30c\ub3d9 \ud310\ub3c5\uc740 impulse 0\uac1c, corrective 13\uac1c\ub85c \uc9d1\uacc4\ub418\uc5b4 15\ubd84 \ucc28\ud2b8 \uae30\uc900 \uc2dc\uc7a5\uc740 5\ud30c \ucd94\uc9c4\ubcf4\ub2e4 A-B-C\ud615 \uc870\uc815 \uad6d\uba74\uc73c\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ud2b9\ud788 strict \ub4f1\uae09 corrective \ud6c4\ubcf4\uac00 \uc57d\uc138\ud615\uacfc \uac15\uc138\ud615 \ubaa8\ub450 wave_quality 0.60\uc73c\ub85c \uacf5\uc874\ud558\uace0, current_wave_position\uc774 unknown\uc774\ubbc0\ub85c \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc544\uc9c1 BOS\ub098 CHoCH\uac00 \ud655\uc815\ub418\uc9c0 \uc54a\uc740 \uc911\ub9bd \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ub9c8\uc9c0\ub9c9 \uc8fc\uc694 \uc2a4\uc719\uc774 73,128\ub2ec\ub7ec \uace0\uc810\uc774\uba70 \ud604\uc7ac\uac00\uac00 71,782\ub2ec\ub7ec\ub85c \uadf8 \uc544\ub798\uc5d0 \uc788\uace0, EMA20 72,001.59\ub2ec\ub7ec\ub3c4 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud574 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 B\ud30c \ubc18\ub4f1 \uc885\ub8cc \ud6c4 C\ud30c \ud558\ub77d\uc744 \uc2dc\ub3c4\ud558\ub294 \uc57d\uc138 \uc14b\uc5c5\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c 71,492\ub2ec\ub7ec(EMA120)\uc640 71,048\ub2ec\ub7ec(EMA240) \uc704\uc5d0\uc11c \uc9c0\uc9c0\ub97c \uc720\uc9c0\ud558\uba74, strict bullish corrective \ud6c4\ubcf4\uc758 \uc5f0\uc7a5\uc73c\ub85c \ub2e4\uc2dc 73,128\ub2ec\ub7ec \uc7ac\uc2dc\ud5d8\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71492.07,
          71048.4,
          67711.0
        ],
        "resistance": [
          72001.59,
          73128.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73128.00",
      "risk_scenario": "\ub9cc\uc57d 73,128\ub2ec\ub7ec\ub97c \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74 \ud604\uc7ac\uc758 \uc57d\uc138 \uc870\uc815 \uc14b\uc5c5\uc740 \ubb34\ud6a8\uac00 \ub418\uba70, \uc870\uc815\uc774 \uc544\ub2cc \uc0c1\uc704 degree \uc0c1\uc2b9 \uc7ac\uac1c\ub85c \ud574\uc11d\uc774 \uc804\ud658\ub429\ub2c8\ub2e4. \ubc18\ub300\ub85c 71,492\ub2ec\ub7ec\uc640 71,048\ub2ec\ub7ec\ub97c \uc5f0\uc18d \uc774\ud0c8\ud558\uba74 67,711\ub2ec\ub7ec 7\uc77c \uc800\uc810 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "wave_count_summary": "0 impulse + 13 corrective",
        "current_wave_position": "unknown",
        "impulse_candidates_found": 0,
        "corrective_candidates_found": 3,
        "swing_points_used": 44,
        "last_swing": {
          "idx": 292,
          "price": 73128.0,
          "type": "high"
        },
        "wave_candidates": [
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.35,
            "tier": "candidate",
            "b_retracement": 0.79
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.62
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.58
          }
        ],
        "wave_count_confidence": 0.6,
        "alternate_count_present": true
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "bullish",
      "confidence": 0.74,
      "structure_bias": "neutral",
      "setup_bias": "bullish",
      "setup_score": 0.78,
      "setup_signals": [
        "\uac15\uc138 \ubc84\ud130\ud50c\ub77c\uc774 strict \ud328\ud134\uc774 D=70,470.20\uc5d0\uc11c \uc644\uc131\ub418\uba70 PRZ\uac00 70,459.68~70,480.72\ub85c \ub9e4\uc6b0 \uc881\uac8c \ud615\uc131\ub428",
        "\ud604\uc7ac\uac00 71,782.00\ub294 PRZ \ub300\ube44 +1.83% \uc0c1\ub2e8\uc73c\ub85c, \uc774\ubbf8 PRZ \ud14c\uc2a4\ud2b8 \ud6c4 \ubc18\uc751\uc774 \ub098\uc628 \uc0c1\ud0dc\ub85c \ud574\uc11d \uac00\ub2a5",
        "EMA120 71,492.07 \ubc0f EMA240 71,048.40 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uc5b4 \uc911\uae30 \uc9c0\uc9c0 \uad6c\uc870\ub294 \uc720\uc9c0 \uc911",
        "\ud604\uc7ac\uac00\ub294 \ucd5c\uadfc 50\uce94\ub4e4 \ubc94\uc704 \ud558\ub2e8 70,470.20 \ubd80\uadfc\uc5d0\uc11c \ubc18\ub4f1\ud55c \ub4a4 EQ \ucd94\uc815\uce58(\uc911\uac04\uac12 \uc57d 71,799.10) \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud574 \ud560\uc778\uc601\uc5ed \ubc18\uc751\uc758 \uc5f0\uc7a5 \uac00\ub2a5\uc131\uc774 \uc788\uc74c",
        "\ud328\ud134 \uc810\uc218 0.887, strict \ud310\uc815\uc73c\ub85c XAB 0.7905 / XAD 1.5159\uac00 \uac15\uc138 \ubc18\uc804 \ud6c4\ubcf4\ub85c\uc11c \uc2e0\ub8b0\ub3c4\uac00 \ub192\uc74c"
      ],
      "reasoning": "15\ubd84\ubd09 \uae30\uc900 \ud655\uc778\ub41c \uc720\uc77c\ud55c \ud328\ud134\uc740 \uac15\uc138 \ubc84\ud130\ud50c\ub77c\uc774\uc774\uba70, strict \ud488\uc9c8\uacfc 0.887\uc758 \ub192\uc740 \uc810\uc218\ub97c \uae30\ub85d\ud588\uc2b5\ub2c8\ub2e4. \ud575\uc2ec PRZ\ub294 70,459.68~70,480.72, \uc911\uc2ec D\ub294 70,470.20\uc778\ub370 \ud604\uc7ac\uac00\ub294 71,782.00\uc73c\ub85c \ud574\ub2f9 \ubc18\uc804 \uad6c\uac04\uc5d0\uc11c \uc57d 1.83% \uc774\uaca9\ub418\uc5b4 \uc788\uc5b4 \uc800\uc810 \ubc18\uc751\uc774 \uc774\ubbf8 \uc9c4\ud589\ub41c \uac83\uc73c\ub85c \ubcf4\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 EMA20 72,001.59 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ucd94\uc138 \uc804\ud658\uc774 \uc644\uc804\ud788 \ud655\uc778\ub410\ub2e4\uace0 \ubcf4\uae34 \uc5b4\ub835\uace0, \ub530\ub77c\uc11c \uad6c\uc870 \uc790\uccb4\ub294 \uc911\ub9bd\uc774\uc9c0\ub9cc setup \uad00\uc810\uc5d0\uc11c\ub294 \ud560\uc778\uc601\uc5ed \uae30\ubc18\uc758 \uac15\uc138 \ubc18\ub4f1 \uc900\ube44\uac00 \uc6b0\uc138\ud569\ub2c8\ub2e4. \uc0c1\ub2e8\uc5d0\uc11c\ub294 72,001.59\uc640 73,128.00\uc774 \uc8fc\uc694 \uc800\ud56d\uc774\uba70, \ud558\ub2e8\uc5d0\uc11c\ub294 71,492.07, 71,048.40, \uadf8\ub9ac\uace0 \ucd5c\uc885\uc801\uc73c\ub85c 70,470.20 PRZ \uc7ac\uc2dc\ud5d8 \uc5ec\ubd80\uac00 \ud575\uc2ec\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71492.07,
          71048.4,
          70480.72,
          70470.2,
          70459.68
        ],
        "resistance": [
          71799.1,
          72001.59,
          73128.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "70459.68",
      "risk_scenario": "70,459.68 \ud558\ud5a5 \uc774\ud0c8 \uc2dc \ubc84\ud130\ud50c\ub77c\uc774 PRZ \ubc29\uc5b4\uac00 \uc2e4\ud328\ud55c \uac83\uc73c\ub85c \ud574\uc11d\ub418\uba70, \uac15\uc138 \ubc18\uc804 setup\uc740 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 70,470.20\uc774 \uc9c0\uc9c0\uac00 \uc544\ub2cc \ubd84\ubc30 \ud558\ub2e8\uc73c\ub85c \uc804\ud658\ub418\uc5b4 \ucd94\uac00 \uc720\ub3d9\uc131 \ud0d0\uc0c9\uacfc \ud568\uaed8 7\uc77c \uc800\uc810 67,711.00 \ubc29\ud5a5\uc758 \ud558\ubc29 \ud655\uc7a5 \ub9ac\uc2a4\ud06c\uac00 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "patterns_found": 1,
        "swing_highs_scanned": 22,
        "swing_lows_scanned": 22,
        "price_pct_in_range": 49.4,
        "range_high_50": 73128.0,
        "range_low_50": 70470.2,
        "range_size": 2657.8,
        "strict_patterns_found": 1,
        "candidate_patterns_found": 0,
        "active_patterns_at_prz": 0,
        "nearby_patterns": 0,
        "all_patterns": [
          "butterfly"
        ],
        "all_signals": [
          "bullish"
        ],
        "best_pattern": "butterfly",
        "best_pattern_quality": "strict",
        "best_pattern_score": 0.887,
        "nearest_prz": 70470.2,
        "price_to_prz": -1.83,
        "prz_range": [
          70459.68,
          70480.72
        ],
        "pattern_candidates": [
          {
            "pattern": "butterfly",
            "signal": "bullish",
            "pattern_quality": "strict",
            "pattern_score": 0.887,
            "prz_proximity": "watch",
            "d_price": 70470.2,
            "price_to_prz_pct": -1.83,
            "ratios": {
              "XAB": 0.7905,
              "ABC": 0.6157,
              "BCD": 2.4906,
              "XAD": 1.5159
            },
            "x_price": 70831.9,
            "x_idx": 235,
            "a_price": 71533.0,
            "a_idx": 242,
            "b_price": 70978.8,
            "b_idx": 252,
            "c_price": 71320.0,
            "c_idx": 255,
            "d_idx": 260
          }
        ],
        "actionable_patterns_list": [
          {
            "pattern": "butterfly",
            "signal": "bullish",
            "pattern_quality": "strict",
            "pattern_score": 0.887,
            "prz_proximity": "watch",
            "prz_reversal_direction": "up",
            "interpretation": "BUTTERFLY STRICT PRZ at $70,470.20: 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": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $71,782\uac00 EMA20 $72,001.59 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c \ud504\ub9ac\ubbf8\uc5c4 \ud68c\ubcf5 \uc2e4\ud328 \uc0c1\ud0dc",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $73,128 \uc778\uadfc \uc800\ud56d \uad6c\uac04\uc5d0\uc11c shooting_star@292\uc640 dark_cloud_cover@290\uac00 \ucd9c\ud604\ud558\uba70 \uc0c1\ub2e8 \ub9e4\ub3c4 \ubc18\uc751\uc774 \ud655\uc778\ub428",
        "bearish_engulfing@293 \ubc0f evening_star@293 \ud6c4\ubcf4\uac00 \uc5f0\uc18d \ubc1c\uc0dd\ud574 \ub2e8\uae30 \uc0c1\uc2b9 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc774\ud6c4 \ub418\ubc00\ub9bc \uac00\ub2a5\uc131\uc774 \uc874\uc7ac",
        "doji@296, doji@297 \ucd9c\ud604\uc73c\ub85c \ubc29\ud5a5\uc131 \uacb0\uc815\ubcf4\ub2e4 \ud761\uc218/\ubd84\ubc30 \uad6c\uac04 \uc131\uaca9\uc774 \uac15\ud558\uba70, \uc9c1\ud6c4 bullish_engulfing@298\uc774 \ub098\uc654\uc9c0\ub9cc \ud488\uc9c8 0.679\ub85c \uac15\ud55c \uad6c\uc870 \uc804\ud658 \ud655\uc778\uae4c\uc9c0\ub294 \ubd80\uc871",
        "\ud604\uc7ac\uac00\ub294 EMA120 $71,492.07 \ubc14\ub85c \uc704\uc5d0 \uc788\uc5b4, \uc774 \ub808\ubca8 \ud558\ud5a5 \uc774\ud0c8 \uc2dc \ub2e8\uae30 \uc57d\uc138 \uc14b\uc5c5\uc774 \uad6c\uc870 \uc57d\ud654\ub85c \uc5f0\uacb0\ub420 \uc218 \uc788\uc74c"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $71,782\uac00 EMA120 $71,492.07\uc640 EMA240 $71,048.40 \uc704\uc5d0 \uc788\uc5b4 \uc911\uae30 \ubc14\ub2e5 \uad6c\uc870\ub294 \uc544\uc9c1 \ud6fc\uc190\ub418\uc9c0 \uc54a\uc558\uc73c\ubbc0\ub85c bullish\ub85c \ubd05\ub2c8\ub2e4. \ub2e4\ub9cc \ub2e8\uae30 \uc14b\uc5c5\uc740 EMA20 $72,001.59 \uc544\ub798\uc5d0\uc11c recent pattern\ub4e4\uc774 shooting_star@292, bearish_engulfing@293, dark_cloud_cover@290\ucc98\ub7fc \uc0c1\ub2e8 \uc800\ud56d \ubc18\uc751\uc5d0 \uce58\uc6b0\uccd0 \uc788\uc5b4 bearish\uac00 \ub354 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ucd5c\uadfc bullish_engulfing@298\uc774 \uc874\uc7ac\ud558\uc9c0\ub9cc bear_score 3.0000\uc774 bull_score 0.750\ubcf4\ub2e4 \ud6e8\uc52c \ub192\uace0, \ucd5c\uace0 \ud488\uc9c8 \ud328\ud134\ub3c4 bearish\uc778 shooting_star(0.757)\ub77c\uc11c \uc989\uac01\uc801\uc778 \uc0c1\ubc29 \ucd94\uc138 \uc7ac\uac1c \uc2e0\ub8b0\ub294 \ub0ae\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud604 \uad6c\uac04\uc740 \uc911\uae30 \uad6c\uc870 \uac15\uc138 \uc548\uc758 \ub2e8\uae30 \ub418\ub3cc\ub9bc \ub610\ub294 \ubc15\uc2a4 \uc870\uc815 \ud574\uc11d\uc774 \uc801\uc808\ud558\uba70, \ud575\uc2ec\uc740 $71,492 \uc9c0\uc9c0 \uc720\uc9c0 \uc5ec\ubd80\uc640 $72,002 \uc7ac\ud68c\ubcf5 \uc5ec\ubd80\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71492.07,
          71048.4,
          67711.0
        ],
        "resistance": [
          72001.59,
          73128.0,
          71882.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71048.40",
      "risk_scenario": "\ubc18\ub300\ub85c \uac00\uaca9\uc774 $72,001.59\ub97c \uac15\ud558\uac8c \ud68c\ubcf5\ud558\uace0 \uc548\ucc29\ud558\uba74 \ud604\uc7ac\uc758 bearish setup\uc740 \uc2e4\ud328\ud558\uba70, $73,128 \uc7ac\ud14c\uc2a4\ud2b8\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74 $71,492.07 \uc774\ud0c8 \ud6c4 $71,048.40\uae4c\uc9c0 \ubc00\ub9ac\uba74 \uc911\uae30 bullish \uad6c\uc870\ub3c4 \uc57d\ud654\ub418\uc5b4 \ud558\ubc29 \uac00\uc18d \ub9ac\uc2a4\ud06c\uac00 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 123,
        "recent_patterns": 7,
        "pattern_list": [
          "shooting_star@292",
          "bearish_engulfing@293",
          "bullish_engulfing@298",
          "evening_star@293",
          "doji@296",
          "doji@297",
          "dark_cloud_cover@290"
        ],
        "atr_value": 303.49,
        "vol_avg_20": 2141.01,
        "high_volume_patterns": [
          "shooting_star",
          "doji"
        ],
        "pattern_candidates": [
          {
            "pattern": "shooting_star",
            "signal": "bearish",
            "pattern_quality": 0.757,
            "tier": "strict",
            "high_volume": true
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.679,
            "tier": "strict",
            "high_volume": false
          },
          {
            "pattern": "evening_star",
            "signal": "bearish",
            "pattern_quality": 0.564,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "doji",
            "signal": "neutral",
            "pattern_quality": 0.555,
            "tier": "candidate",
            "high_volume": true
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.539,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.757,
        "bull_score": 0.75,
        "bear_score": 3.0
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.68,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $71,782\ub294 7\uc77c \ubc94\uc704 \uc911\uac04\uac12(EQ) \uc57d $70,419 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ub418\ub3cc\ub9bc \uc555\ub825\uc774 \uc874\uc7ac",
        "\uac00\uaca9\uc774 EMA120 $71,492, EMA240 $71,048 \uc704\uc5d0 \uc788\uc73c\ub098 EMA20 $72,001.59 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uacf5\uae09 \ubc18\uc751\uc774 \ud655\uc778\ub428",
        "CVD divergence 0.850\ub85c \uac00\uaca9 \uc720\uc9c0 \ub300\ube44 \uccb4\uacb0 \ucc38\uc5ec\uac00 \uc57d\ud574 \ucd94\uaca9 \ub9e4\uc218\uc758 \uc9c8\uc774 \ub5a8\uc5b4\uc9d0",
        "OI trend 0.719\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc740 \uac15\ud55c\ub370 funding_pressure 0.500, ls_imbalance 0.524\ub85c \ud55c\ucabd \uacfc\uc5f4\uc740 \uc544\ub2c8\uc5b4\uc11c \uc704\ubcf4\ub2e4\ub294 \uc544\ub798 \uccad\uc0b0 \uc720\ub3c4 \uac00\ub2a5\uc131\uc774 \ud07c",
        "\ud558\ub2e8 \uc720\ub3d9\uc131 $70,600, $69,200, $68,900\uc5d0 \uc9d1\uc911\ub418\uc5b4 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc544\ub798 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc720\uc778\uc774 \uc874\uc7ac"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 EMA120 $71,492\uc640 EMA240 $71,048 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uace0, 24\uc2dc\uac04 \uae30\uc900 +1.14% \uc0c1\uc2b9\uc744 \uc720\uc9c0\ud558\uace0 \uc788\uc5b4 15\ubd84 \uad6c\uc870\ub294 \uc544\uc9c1 \uc57d\ud55c \uc0c1\uc2b9 \uc720\uc9c0\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 EMA20 $72,001.59 \uc544\ub798\uc774\uba70, CVD divergence 0.850\uacfc fragility_score 0.709\ub294 \uac00\uaca9 \ub300\ube44 \ub9e4\uc218 \ucc38\uc5ec\uac00 \ucde8\uc57d\ud55c \uc0c1\ud0dc\ub97c \ubcf4\uc5ec \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uad6c\uc870\uc640 \ubcc4\uac1c\ub85c \ub20c\ub9bc \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. OI trend 0.719\ub294 \uc0c8 \ud3ec\uc9c0\uc158 \uc720\uc785\uc744 \uc758\ubbf8\ud558\uc9c0\ub9cc funding_pressure 0.500, long/short imbalance 0.524, basis -0.0473%\ub294 \uadf9\ub2e8\uc801 \ub871 \uacfc\uc5f4\uc774 \uc544\ub2c8\ub77c\uc11c \uae09\ub77d\ud615 \ub871 \uc2a4\ud034\uc988\ubcf4\ub2e4\ub294 \uba3c\uc800 \ud558\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \ud6c4 \uc7ac\ubc18\ub4f1 \uc2dc\ub098\ub9ac\uc624\uac00 \ub354 \uc790\uc5f0\uc2a4\ub7fd\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud070 \uad6c\uc870\ub294 \uc911\ub9bd \uc774\uc0c1~\uc0c1\ubc29\uc774\uc9c0\ub9cc, \uc2e4\ud589 \uad00\uc810\uc758 \uc120\ud589 \uc14b\uc5c5\uc740 $70,600 \ub610\ub294 \uae4a\uac8c\ub294 $69,200 \uccad\uc0b0 \uad6c\uac04 \ud14c\uc2a4\ud2b8\ub97c \uc6b0\uc120 \ubcf4\ub294 \uc57d\uc138 \ub418\ub3cc\ub9bc \uc14b\uc5c5\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71492,
          71048,
          70600,
          69200,
          68900
        ],
        "resistance": [
          72002,
          73128,
          74900,
          79000,
          79500
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "68900",
      "risk_scenario": "\ubc18\ub300\ub85c \uc57d\uc138 \ub418\ub3cc\ub9bc \uc5c6\uc774 \uac00\uaca9\uc774 EMA20 $72,001.59\ub97c \ud68c\ubcf5\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74, \ud558\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc5c6\uc774 \ubc14\ub85c $73,128 \uc7ac\ud14c\uc2a4\ud2b8\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ud6c4 $73,128 \ub3cc\ud30c\uac00 \ud655\uc778\ub418\uba74 \uc704 \uc720\ub3d9\uc131\uc778 $74,900 \ubc29\ud5a5\uc73c\ub85c \uc20f \ucee4\ubc84\uc640 \uc2e0\uaddc \ub871 \uc720\uc785\uc774 \ubd99\uc73c\uba70 setup_bias\uc758 \uc57d\uc138 \ub17c\ub9ac\ub294 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.85,
        "oi_trend": 0.719,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.524,
        "spot_futures_basis_score": 0.488,
        "spot_futures_basis_pct": -0.0473,
        "aggregate_score": 0.616,
        "bull_signals": 2,
        "bear_signals": 0,
        "liq_below": [
          [
            70600,
            2429.24049285
          ],
          [
            69200,
            2848.5793320000002
          ],
          [
            68900,
            2566.341406
          ]
        ],
        "liq_above": [
          [
            74900,
            2388.687851
          ],
          [
            79000,
            2340.35064125
          ],
          [
            79500,
            2383.99513625
          ]
        ],
        "strongest_liq_level": 64600,
        "fragility_score": 0.709,
        "positioning_extreme": "balanced"
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "neutral",
      "confidence": 0.72,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.66,
      "setup_signals": [
        "\uc8fc \uad6c\uc870 \uae30\uc900 \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8\uc740 AR $72,858.50, \ud558\ub2e8\uc740 SC $71,551.80\uc774\uba70 \ud604\uc7ac\uac00 $71,782.00\uc740 \ub808\uc778\uc9c0 \uc911\ub2e8(EQ \ubd80\uadfc, pos_in_range 0.50)\uc5d0 \uc704\uce58\ud574 \ubc29\ud5a5 \uc6b0\uc704\uac00 \uc57d\ud569\ub2c8\ub2e4",
        "\ud604\uc7ac \uc774\ubca4\ud2b8\ub294 LPS\uc774\uc9c0\ub9cc \ud65c\uc131 \uad6c\uc870(15m_cycle_2)\uc758 \ucd5c\uadfc SOS $73,128.00 \uc774\ud6c4 \ud604\uc7ac\uac00\uac00 \ub2e4\uc2dc AR $72,377.40 \uc544\ub798\ub85c \ubc00\ub824 \uc788\uc5b4 \uc989\uc2dc \uc0c1\ubc29 \ucd94\uc885\ubcf4\ub2e4 \uc7ac\ud14c\uc2a4\ud2b8/\ud754\ub4e4\uae30 \uac00\ub2a5\uc131\uc774 \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4",
        "\ud65c\uc131 \uad6c\uc870\uc758 LPS \ud6c4\ubcf4\uac00 $71,539.90\uc5d0 \ud615\uc131\ub418\uc5c8\uace0 \ud604\uc7ac\uac00\ub294 \uadf8 \uc704 $71,782.00\uc774\uc9c0\ub9cc, \uc774\ub294 \uac15\ud55c \uc0c1\ubc29 \uc218\uc6a9\uc774\ub77c\uae30\ubcf4\ub2e4 LPS \uc720\uc9c0 \uc5ec\ubd80\ub97c \ud655\uc778\ud558\ub294 \uad6c\uac04\uc785\ub2c8\ub2e4",
        "EMA20 $72,001.59 \uc544\ub798, EMA120 $71,492.07 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc0c1\ub2e8 \uc7ac\uc7a5\uc545 \uc2e4\ud328\uc640 \ud558\ub2e8 \ubc29\uc5b4\uac00 \ub3d9\uc2dc\uc5d0 \uacf5\uc874\ud558\ub294 \uc911\ub9bd-\uc57d\uc138 \uc14b\uc5c5 \uad6c\ub3c4\uc785\ub2c8\ub2e4",
        "\ud65c\uc131 \uad6c\uc870\uc758 \uc2a4\ud504\ub9c1/\ud14c\uc2a4\ud2b8 \uacc4\uc5f4 \uc800\uc810\uc740 SC $70,978.80 \ubc0f Spring $72,102.50\ub85c \uc81c\uc2dc\ub418\uc9c0\ub9cc, \ud604\uc7ac \uac00\uaca9\uc774 SOS $73,128.00\ub97c \uc720\uc9c0\ud558\uc9c0 \ubabb\ud55c \uc810\uc740 \uc989\uc2dc \uacbd\ub85c\uc0c1 \ud558\ubc29 \uc7ac\uc2dc\ud5d8 \ud3b8\ud5a5\uc744 \ub9cc\ub4ed\ub2c8\ub2e4"
      ],
      "reasoning": "\ub808\uc9d0\uc740 ACC\uc774\uace0 regime_fitness 0.933, acc_score 93.3\uc73c\ub85c \uad6c\uc870\uc801 \ud574\uc11d\uc740 \ub204\uc801(Accumulation) \uc6b0\uc138\uc785\ub2c8\ub2e4. \ub2e4\ub9cc regime_state\uac00 acc_candidate\uc774\uba70 \ud604\uc7ac \uc774\ubca4\ud2b8\uac00 LPS\uc778 \ub9cc\ud07c, \uc774\uac83\uc744 \uace7\ubc14\ub85c \ud655\uc815\uc801 \uc0c1\uc2b9 \uc774\ud589\uc73c\ub85c \ubcf4\uae30\ub294 \uc5b4\ub835\uace0 Phase D \uc9c4\ud589 \uc911\uc778 \uac15\uc138 \uad6c\uc870 \ud6c4\ubcf4\ub85c \ubcf4\ub294 \uac83\uc774 \ub9de\uc2b5\ub2c8\ub2e4. \uba54\uc778 \uc575\ucee4\ub294 SC $71,551.80\uc640 AR $72,858.50\uc774\uba70, \ud604\uc7ac\uac00 $71,782.00\uc740 \uadf8 \uc911\uac04\uac12 \ubd80\uadfc\uc774\ub77c \uad6c\uc870\uc801 \uac15\uc138\uc5d0\ub3c4 \uc989\uc2dc \uacbd\ub85c\ub294 \uc0c1\ub2e8 \uc7ac\ud0c8\ud658\ubcf4\ub2e4 \ud558\ub2e8 LPS/SC \uc7ac\ud655\uc778 \uac00\ub2a5\uc131\uc744 \uba3c\uc800 \uc5f4\uc5b4\ub46c\uc57c \ud569\ub2c8\ub2e4. \ud2b9\ud788 \ud65c\uc131 \uad6c\uc870 \uae30\uc900\uc73c\ub85c\ub294 AR $72,377.40 \ubc0f SOS $73,128.00 \uc7ac\uc7a5\uc545\uc774 \ud544\uc694\ud558\uace0, \ubc18\ub300\ub85c $71,539.90 LPS \uc774\ud0c8 \uc2dc $70,978.80 SC \uc7ac\uc2dc\ud5d8 \uc704\ud5d8\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71551.8,
          71539.9,
          71492.07,
          70978.8,
          70428.0
        ],
        "resistance": [
          72001.59,
          72377.4,
          72858.5,
          73128.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71539.90",
      "risk_scenario": "\ub9cc\uc57d $71,539.90 LPS\ub97c \uba85\ud655\ud788 \ud558\ud5a5 \uc774\ud0c8\ud558\uba74 \ud604\uc7ac\uc758 Phase D/LPS \uc720\uc9c0 \ud574\uc11d\uc740 \uc57d\ud654\ub418\uba70, \ud65c\uc131 \uad6c\uc870\ub294 \uc2e4\ud328\ud55c \ub204\uc801 \ud6c4\ubcf4\ub85c \ubc14\ub00c\uace0 $70,978.80 SC \ubc0f \ub354 \uc544\ub798 prior ST $70,428.00 \uc7ac\uc2dc\ud5d8 \uc2dc\ub098\ub9ac\uc624\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. \ubc18\ub300\ub85c \uc57d\uc138 \uc2dc\ub098\ub9ac\uc624\uac00 \ubb34\ud6a8\ud654\ub418\ub824\uba74 \uc6b0\uc120 $72,377.40 AR\uc744 \ud68c\ubcf5\ud558\uace0, \uc774\ud6c4 $72,858.50 \uba54\uc778 AR \ubc0f $73,128.00 SOS \uc704\uc5d0\uc11c \uc218\uc6a9\uc774 \ud655\uc778\ub418\uc5b4\uc57c \ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 93.3,
        "dis_score": 88.8,
        "regime": "ACC",
        "regime_state": "acc_candidate",
        "structure_bias": "bullish",
        "phase_context": "acc_candidate / accumulation / Phase D",
        "phases_detected": [
          "SC",
          "AR",
          "ST",
          "Spring",
          "TERMINAL_SPRING",
          "SOS",
          "LPS"
        ],
        "last_phase": "LPS",
        "phase_candidates": [
          {
            "label": "SC",
            "side": "low",
            "idx": 138,
            "price": 71551.8,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 160,
            "price": 72858.5,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 208,
            "price": 70428.0,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 223,
            "price": 70666.0,
            "color": "#f9844a"
          },
          {
            "label": "TERMINAL_SPRING",
            "side": "low",
            "idx": 235,
            "price": 70831.9,
            "color": "#f3722c"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 242,
            "price": 71533.0,
            "color": "#06d6a0"
          },
          {
            "label": "LPS",
            "side": "low",
            "idx": 270,
            "price": 71688.8,
            "color": "#8338ec"
          }
        ],
        "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": 138,
            "end_idx": 270,
            "phase_count": 7,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 138,
                "price": 71551.8,
                "color": "#ffd166",
                "dt": "2026-04-08 16:45:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 160,
                "price": 72858.5,
                "color": "#06d6a0",
                "dt": "2026-04-08 22:15:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 208,
                "price": 70428.0,
                "color": "#118ab2",
                "dt": "2026-04-09 10:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 223,
                "price": 70666.0,
                "color": "#f9844a",
                "dt": "2026-04-09 14:00:00+09:00"
              },
              {
                "label": "TERMINAL_SPRING",
                "side": "low",
                "idx": 235,
                "price": 70831.9,
                "color": "#f3722c",
                "dt": "2026-04-09 17:00:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 242,
                "price": 71533.0,
                "color": "#06d6a0",
                "dt": "2026-04-09 18:45:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 270,
                "price": 71688.8,
                "color": "#8338ec",
                "dt": "2026-04-10 01:45:00+09:00"
              }
            ]
          },
          {
            "structure_id": "15m_cycle_2",
            "sequence": 2,
            "timeframe": "15m",
            "regime": "accumulation",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bullish",
            "phase_context": "accumulation",
            "start_idx": 252,
            "end_idx": 296,
            "phase_count": 6,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 252,
                "price": 70978.8,
                "color": "#ffd166",
                "dt": "2026-04-09 21:15:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 267,
                "price": 72377.4,
                "color": "#06d6a0",
                "dt": "2026-04-10 01:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 280,
                "price": 71701.3,
                "color": "#118ab2",
                "dt": "2026-04-10 04:15:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 289,
                "price": 72102.5,
                "color": "#f9844a",
                "dt": "2026-04-10 06:30:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 292,
                "price": 73128.0,
                "color": "#06d6a0",
                "dt": "2026-04-10 07:15:00+09:00"
              },
              {
                "label": "LPS",
                "side": "low",
                "idx": 296,
                "price": 71539.9,
                "color": "#8338ec",
                "dt": "2026-04-10 08:15:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "15m_cycle_2",
        "primary_structure_id": "15m_cycle_1",
        "structure_count": 2,
        "regime_fitness": 0.9332357859531772,
        "current_event": "LPS",
        "major_phase": "D",
        "pos_in_range": 0.5,
        "main_range_low": 71551.8,
        "main_range_high": 72858.5
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.66,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.71,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $71,782\ub294 \uc2a4\uc719 \uc800\uc810 $71,701 \u2192 \uace0\uc810 $73,128 \uae30\uc900 0.786 \ub418\ub3cc\ub9bc $72,006.61 \uc544\ub798\uc5d0 \uc704\uce58\ud574, \uac15\ud55c \ub418\ub3cc\ub9bc \uad6c\uac04\uc5d0\uc11c \uc544\uc9c1 \uad6c\uc870 \ubc18\uc804 \ud655\uc778 \uc804 \uc57d\uc138 \uc555\ub825\uc774 \uc6b0\uc138",
        "0.5~0.618~0.382 \ud074\ub7ec\uc2a4\ud130 \uc911\uc2ec $72,414.65(cluster_score 0.85)\uac00 \uc0c1\ub2e8 \uacf5\uae09/\uc800\ud56d\ub300\ub85c \uc791\ub3d9 \uc911\uc774\uba70, \ud604\uc7ac\uac00 \ub300\ube44 \uc57d +0.88% \uc704\uc5d0 \uc788\uc5b4 \ubc18\ub4f1 \uc2dc \ub9e4\ub3c4 \uc720\uc785 \uac00\ub2a5\uc131",
        "\uace8\ub4e0\ub808\ubca8 0.618 $72,246.30\uc774 \ud604\uc7ac\uac00 \uc704 \uc800\ud56d\uc73c\ub85c \uc804\ud658\ub418\uc5b4 \uc788\uc73c\uba70, 0.618\uc740 \uac00\uc7a5 \ubc18\uc751 \ud655\ub960\uc774 \ub192\uc740 \ube44\uc728\uc778\ub370 \uc544\uc9c1 \uc7ac\ud0c8\ud658\ud558\uc9c0 \ubabb\ud568",
        "EMA20 $72,001.59\uac00 \ud604\uc7ac\uac00 \uc704\uc5d0 \uc788\uace0, nearest fib\uac00 0.786 $72,006.61\ub85c EMA20\uacfc \uac70\uc758 \uacb9\uccd0 \ub2e8\uae30 \ud68c\ubcf5 \uc2dc \uccab \uc800\ud56d \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \ud615\uc131",
        "fib_reaction_state\uac00 testing\uc774\uace0 reaction_probability\uac00 0.65\ub85c, \ud604\uc7ac \uad6c\uac04\uc740 \ucd94\uc138 \uc7ac\uac1c\ubcf4\ub2e4 \ub418\ub3cc\ub9bc \ubc18\uc751 \ud14c\uc2a4\ud2b8 \ub2e8\uacc4\uc5d0 \uac00\uae4c\uc6c0"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc2a4\uc719\uc774 $71,701\uc5d0\uc11c $73,128\uae4c\uc9c0 \uc0c1\uc2b9\ud55c \ub4a4\uc758 \ub418\ub3cc\ub9bc\uc774\ubbc0\ub85c, \uc544\uc9c1\uc740 \uc0c1\uc2b9 \uc2a4\uc719 \ub0b4\ubd80 \uc870\uc815\uc774\ub77c\ub294 \uc810\uc5d0\uc11c structure_bias\ub294 bullish\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 0.786 \ub418\ub3cc\ub9bc $72,006.61 \uc544\ub798\uc778 $71,782\uc5d0 \uc704\uce58\ud558\uace0, \ud575\uc2ec \uace8\ub4e0\ub808\ubca8 0.618 $72,246.30\ub3c4 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud574 \ub2e8\uae30 setup\uc740 bearish\ub85c \ud310\ub2e8\ub429\ub2c8\ub2e4. \ud2b9\ud788 $72,006.61, $72,246.30, $72,414.65\ub294 \ubaa8\ub450 \ud604\uc7ac\uac00 \uc704 \uc800\ud56d\uc774\uba70, \uc774 \uc911 $72,414.65\ub294 3\uc911 \ud074\ub7ec\uc2a4\ud130(cluster_score 0.85)\ub85c \uac00\uc7a5 \uc911\uc694\ud55c \uacf5\uae09 \uad6c\uac04\uc785\ub2c8\ub2e4. \ubc18\ub300\ub85c \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\ub824\uba74 \ucd5c\uc18c\ud55c $72,006.61 \ud68c\ubcf5 \ud6c4 $72,246.30 \uc7ac\uc548\ucc29\uc774 \ud544\uc694\ud558\uba70, \uadf8 \uc804\uae4c\uc9c0\ub294 \ubc18\ub4f1\uc774 \ub098\uc640\ub3c4 \uae30\uc220\uc801 \ub418\ub3cc\ub9bc \uc131\uaca9\uc77c \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71701.0
        ],
        "resistance": [
          72006.61,
          72246.3,
          72414.65,
          72583.0,
          72791.3,
          73128.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "71701.00",
      "risk_scenario": "\ub9cc\uc57d $72,006.61\ub97c \ube60\ub974\uac8c \ud68c\ubcf5\ud558\uace0 $72,246.30 \ubc0f $72,414.65 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74, \ud604\uc7ac\uc758 \uc57d\uc138 setup\uc740 \ubb34\ud6a8\ud654\ub418\uba70 \uac00\uaca9\uc740 \uc9c1\uc804 \uace0\uc810 $73,128 \uc7ac\uc2dc\ud5d8 \ud6c4 \ud655\uc7a5 \ubaa9\ud45c\uc778 $73,516.06(1.272), $73,718.65(1.414), $74,009.70(1.618)\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,701\uc774 \uc774\ud0c8\ub418\uba74 \ub2e8\uc21c \ub418\ub3cc\ub9bc\uc774 \uc544\ub2c8\ub77c \uc0c1\uc2b9 \uc2a4\uc719 \ubd95\uad34\ub85c \ud574\uc11d\ub418\uc5b4 structure_bias\ub3c4 \uc911\ub9bd \ub610\ub294 \uc57d\uc138\ub85c \uc804\ud658\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "Low\u2192High: $71,701 \u2192 $73,128",
        "direction": "up",
        "nearest_fib": "ret_0.786",
        "nearest_fib_price": 72006.61,
        "nearest_fib_distance": 0.31,
        "golden_ratio_level": 72246.3,
        "fib_ret_382": 72583.0,
        "fib_ret_618": 72246.3,
        "confluence_zones": [
          {
            "price": 72414.65,
            "count": 3,
            "levels": [
              "ret_0.618",
              "ret_0.5",
              "ret_0.382"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 73015.77,
            "count": 3,
            "levels": [
              "ret_0.236",
              "ext_1.0",
              "ext_1.0"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 71928.1,
            "count": 2,
            "levels": [
              "ret_0.236",
              "ret_0.786"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 73617.36,
            "count": 2,
            "levels": [
              "ext_1.272",
              "ext_1.414"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 74578.06,
            "count": 2,
            "levels": [
              "ext_2.0",
              "ext_1.272"
            ],
            "cluster_score": 0.6
          }
        ],
        "support_levels": [],
        "resistance_levels": [
          72006.6138,
          72246.2994,
          72414.65
        ],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72791.3,
            "distance_pct": 1.41,
            "is_support": false,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.382",
            "price": 72583.0,
            "distance_pct": 1.12,
            "is_support": false,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.5",
            "price": 72414.65,
            "distance_pct": 0.88,
            "is_support": false,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.618",
            "price": 72246.3,
            "distance_pct": 0.65,
            "is_support": false,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.786",
            "price": 72006.61,
            "distance_pct": 0.31,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.0",
            "price": 73128.0,
            "distance_pct": 1.88,
            "is_support": false,
            "cluster_score": 0.85
          },
          {
            "name": "ext_1.272",
            "price": 73516.06,
            "distance_pct": 2.42,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.414",
            "price": 73718.65,
            "distance_pct": 2.7,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.618",
            "price": 74009.7,
            "distance_pct": 3.1,
            "is_support": false,
            "cluster_score": 0.0
          },
          {
            "name": "ext_2.0",
            "price": 74554.7,
            "distance_pct": 3.86,
            "is_support": false,
            "cluster_score": 0.6
          }
        ],
        "confluence_quality": 0.85,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "neutral",
      "confidence": 0.58,
      "structure_bias": "neutral",
      "setup_bias": "neutral",
      "setup_score": 0.35,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $71,782.00\uac00 EQ $71,799.10 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \ubbf8\uc138\ud55c discount \uc0c1\ud0dc",
        "\uc9c1\uc804 \uace0\uc810 \uc720\ub3d9\uc131\uc778 \uc804\uc77c \uace0\uac00 $71,934.50\ub294 \uc774\ubbf8 \ub3cc\ud30c\ub418\uc5c8\uc73c\ub098, \ud6c4\uc18d \uad6c\uc870 \ud655\uc7a5 \ud655\uc778\uc740 \uc544\uc9c1 \ubd80\uc871",
        "\uac15\uc138 \uad6c\uc870 \ud655\uc778 \ud2b8\ub9ac\uac70\ub294 BOS_bullish \ub808\ubca8 $71,168.00 \ubc0f CHoCH_bullish \ub808\ubca8 $71,533.00 \uc0c1\ubc29 \uc218\uc6a9",
        "\uc57d\uc138 \uad6c\uc870 \ud655\uc778 \ud2b8\ub9ac\uac70\ub294 CHoCH_bearish $71,186.00 \ubc0f BOS_bearish $70,980.00 \ud558\ubc29 \uc7ac\uc774\ud0c8",
        "\ud558\ub2e8 \ubbf8\uccad\uc0b0 \uc720\ub3d9\uc131\uc73c\ub85c SSL $70,449.10\uac00 \ub0a8\uc544 \uc788\uc5b4 \ud558\ubc29 \uc720\uc778 \uc874\uc7ac",
        "\ud65c\uc131 OB 0\uac1c, \ubbf8\ucda9\uc9c4 FVG 0\uac1c\ub85c \uc989\uc2dc \uc2e4\ud589 \uac00\ub2a5\ud55c \uae30\uad00\ud615 \uc9c4\uc785 \ubc30\uc5f4\uc740 \uc57d\ud568"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870\ub294 \ucd5c\uadfc \uc2dc\ud000\uc2a4\uc5d0\uc11c CHoCH\uc640 BOS\uac00 \uad50\ucc28\ud558\uba70 \ub098\ud0c0\ub098\uace0, bull_score 7.7 \ub300 bear_score 7.9\ub85c \uac70\uc758 \uade0\ud615\uc774\ub77c \ud655\uc815 \ucd94\uc138\ubcf4\ub2e4\ub294 \uc911\ub9bd \uad6c\uc870\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $71,782.00\ub85c EQ $71,799.10 \ubc14\ub85c \uc544\ub798 discount\uc5d0 \uc704\uce58\ud558\uc9c0\ub9cc, \ud65c\uc131 \uc624\ub354\ube14\ub85d\uacfc \ubbf8\ucda9\uc9c4 FVG\uac00 \ubaa8\ub450 0\uac1c\uc5ec\uc11c \uc120\ud589 \uc14b\uc5c5\uc758 \uc9c8\uc740 \ub192\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4. \uad6c\uc870\uc0c1 \uc704\ub85c\ub294 $71,934.50 \ubc0f \ucd5c\uadfc \ubc94\uc704 \uace0\uc810 $73,128.00\uc774 \uc800\ud56d\uc774\uba70, \uc544\ub798\ub85c\ub294 $71,186.00, $70,980.00, \uadf8\ub9ac\uace0 resting SSL $70,449.10\uc774 \ud575\uc2ec \ud558\ubc29 \uc720\ub3d9\uc131\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud604\uc7ac\ub294 \ubc29\ud5a5 \ucd94\uc885\ubcf4\ub2e4 $71,186.00~$70,980.00 \ud558\ubc29 \uc774\ud0c8 \ub610\ub294 $71,934.50 \uc0c1\ubc29 \uc548\ucc29 \uc911 \ud558\ub098\uac00 \ub098\uc640\uc57c \ub354 \uc2e0\ub8b0\ub3c4 \ub192\uc740 ICT \uc2dc\ub098\ub9ac\uc624\uac00 \uc644\uc131\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71186.0,
          70980.0,
          70449.1,
          70428.0
        ],
        "resistance": [
          71934.5,
          72001.59,
          73128.0
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "70980.00",
      "risk_scenario": "\uc0c1\ubc29 \uc2dc\ub098\ub9ac\uc624\uac00 \uc804\uac1c\ub418\uba74 \uac00\uaca9\uc774 $71,934.50 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uace0 EMA20 $72,001.59\ub97c \ud68c\ubcf5\ud55c \ub4a4 $73,128.00 \uc720\ub3d9\uc131\uc744 \uc7ac\uacf5\uaca9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c \ud558\ubc29 \uc2dc\ub098\ub9ac\uc624\uac00 \uac15\ud654\ub418\uba74 $71,186.00 \ubc0f $70,980.00 \uc774\ud0c8 \ud6c4 resting SSL $70,449.10 \uccad\uc0b0\uc774 \uc6b0\uc120 \ubaa9\ud45c\uac00 \ub418\uba70, \uc804\uc77c \uc800\uac00 $70,428.00\uae4c\uc9c0 \ud655\uc7a5\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": 4,
        "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_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_bearish",
          "CHoCH_bullish"
        ],
        "bos_choch_levels": [
          {
            "type": "CHoCH_bullish",
            "level": 68613.8
          },
          {
            "type": "CHoCH_bearish",
            "level": 71186.0
          },
          {
            "type": "BOS_bearish",
            "level": 70980.0
          },
          {
            "type": "BOS_bullish",
            "level": 71168.0
          },
          {
            "type": "CHoCH_bearish",
            "level": 70666.0
          },
          {
            "type": "CHoCH_bullish",
            "level": 71533.0
          }
        ],
        "bos_sequence": [
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "CHoCH_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_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": "discount",
        "eq_level": 71799.1,
        "range_high": 73128.0,
        "range_low": 70470.2,
        "bull_score": 7.7,
        "bear_score": 7.9,
        "setup_bias": "neutral",
        "setup_score": 0.35,
        "setup_signals": [
          "bullish CHoCH above $68,613.80",
          "bullish BOS above $71,168.00",
          "bearish CHoCH below $71,186.00",
          "bearish BOS below $70,980.00"
        ],
        "retracement_direction": "bearish",
        "current_retracement_pct": 11.4,
        "deepest_retracement_pct": 174.7,
        "previous_day_high": 71934.5,
        "previous_day_low": 70428.0,
        "broken_prev_high": true,
        "broken_prev_low": false,
        "sessions": {
          "London": {
            "active": true,
            "high": 73128.0,
            "low": 71539.9
          },
          "New York": {
            "active": false,
            "high": null,
            "low": null
          },
          "Asian kill zone": {
            "active": false,
            "high": null,
            "low": null
          }
        }
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.69,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.72,
      "active_setups": [
        "\ud604\uc7ac\uac00 $71,782\uac00 EMA20 $72,001.59 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc704 \uc0c1\ud0dc",
        "\ucd5c\uadfc \uace0\uc810 $73,128 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc774\ud6c4 \ub418\ubc00\ub9bc \uc815\ud669\uc774 \uc5d8\ub9ac\uc5c7/\uce94\ub4e4/\uc640\uc774\ucf54\ud504\uc5d0\uc11c \uacf5\ud1b5 \ud655\uc778\ub428",
        "\uc640\uc774\ucf54\ud504 \uae30\uc900 \ud604\uc7ac \ud65c\uc131 \uad6c\uc870\ub294 Accumulation Phase D \ub0b4 LPS \uad6c\uac04\uc774\uba70, LPS $71,539.90 \uc720\uc9c0 \uc5ec\ubd80\uac00 \ud575\uc2ec \uc870\uac74",
        "\ud53c\ubcf4\ub098\uce58 \uae30\uc900 0.786 \ub418\ub3cc\ub9bc $72,006.61, 0.618 $72,246.30, \ud074\ub7ec\uc2a4\ud130 \uc800\ud56d $72,414.65 \uc544\ub798\uc5d0 \uba38\ubb3c\ub7ec \ubc18\ub4f1\uc774 \uc544\uc9c1 \uad6c\uc870 \uc7ac\uc7a5\uc545\uc73c\ub85c \ud655\uc778\ub418\uc9c0 \uc54a\uc74c",
        "\ud30c\uc0dd \uae30\uc900 CVD divergence 0.850, fragility_score 0.709\ub85c \uac00\uaca9 \ub300\ube44 \ub9e4\uc218 \ucc38\uc5ec \uc9c8\uc774 \uc57d\ud574 \ub2e8\uae30 \ub20c\ub9bc \ub9ac\uc2a4\ud06c \uc874\uc7ac",
        "\uce94\ub4e4 \uae30\uc900 shooting star, bearish engulfing, dark cloud cover\uac00 $73,128 \uc778\uadfc \uc800\ud56d\ub300\uc5d0\uc11c \uc5f0\uc18d \ucd9c\ud604"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 \uc5ec\uc804\ud788 \ub204\uc801\ud615 \uac15\uc138 \ucabd\uc5d0 \uae30\uc6b8\uc5b4 \uc788\uc73c\ub098, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ub2e4\uc218 \uc804\ubb38\uac00\uac00 \ub2e8\uae30 \uc57d\uc138 \ub418\ub3cc\ub9bc\uc73c\ub85c \uc815\ub82c\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc989 \ud070 \ud2c0\uc758 \ubc14\ub2e5 \uad6c\uc870\uc640 \uc989\uc2dc \uccb4\uacb0 \uad6c\uac04\uc758 \uc57d\uc138 \uc555\ub825\uc774 \ubd84\ub9ac\ub41c \uc0c1\ud0dc\ub85c, \uad6c\uc870 \ucd94\uc138 \ucd94\uc885\ubcf4\ub2e4 \uc9c0\uc9c0 \uc720\uc9c0\u00b7\uc800\ud56d \ud68c\ubcf5 \uc5ec\ubd80 \ud655\uc778\uc774 \ub354 \uc911\uc694\ud55c \uad6d\uba74\uc785\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 0,
      "neutral_count": 5
    },
    "key_levels": {
      "support": [
        71551.8,
        71539.9,
        71492.07,
        71048.4,
        70978.8,
        70480.72,
        70470.2,
        70459.68
      ],
      "resistance": [
        71934.5,
        72001.59,
        72006.61,
        72246.3,
        72377.4,
        72414.65,
        72858.5,
        73128.0
      ]
    },
    "confluences": [
      "EMA20 \uc800\ud56d $72,001.59\ub294 \uc5d8\ub9ac\uc5c7, \ud558\ubaa8\ub2c9, \uce94\ub4e4, \ud30c\uc0dd, \uc640\uc774\ucf54\ud504, ICT\uac00 \uacf5\ud1b5\uc73c\ub85c \ub2e8\uae30 \uad6c\uc870 \ud68c\ubcf5 \uc804 \ud655\uc778\uc774 \ud544\uc694\ud55c \uc0c1\ub2e8 \uacbd\uacc4\ub85c \uc81c\uc2dc",
      "EMA120 \uc9c0\uc9c0 $71,492.07\uc740 \uc5d8\ub9ac\uc5c7, \ud558\ubaa8\ub2c9, \uce94\ub4e4, \ud30c\uc0dd, \uc640\uc774\ucf54\ud504\uac00 \uacf5\ud1b5 \uc9c0\uc9c0\ub85c \uc778\uc2dd\ud558\uba70, \ud604\uc7ac \uac15\uc138 \uad6c\uc870 \ubcf4\uc874\uc758 1\ucc28 \uae30\uc900\uc120 \uc5ed\ud560",
      "\ucd5c\uadfc \uc8fc\uc694 \uc2a4\uc719 \uace0\uc810 $73,128.00\uc740 \uc5d8\ub9ac\uc5c7, \uce94\ub4e4, \uc640\uc774\ucf54\ud504, \ud53c\ubcf4\ub098\uce58, ICT\uac00 \uacf5\ud1b5 \uc800\ud56d/\uc0c1\ub2e8 \uc720\ub3d9\uc131 \uae30\uc900\uc73c\ub85c \uc0ac\uc6a9",
      "\uc640\uc774\ucf54\ud504 LPS/SC \ucd95 $71,551.80~$71,539.90\uacfc EMA120 $71,492.07\uc774 \ub9e4\uc6b0 \uadfc\uc811\ud574 \uc788\uc5b4, 71.5k\ub300\ub294 \uad6c\uc870 \ubc29\uc5b4\uc758 \uace0\ubc00\ub3c4 \uc9c0\uc9c0 \uad6c\uac04",
      "\ud558\ubaa8\ub2c9\uc758 \uac15\uc138 \ubc84\ud130\ud50c\ub77c\uc774 PRZ $70,459.68~$70,480.72\uc640 ICT resting SSL $70,449.10, \ud30c\uc0dd\uc758 \ud558\ub2e8 \uc720\ub3d9\uc131 $70,600\uc774 \uacb9\uccd0 70.45k~70.60k\uac00 \ud558\ub2e8 \uad6c\uc870 \uc2dc\ud5d8 \uad6c\uac04\uc73c\ub85c \uc218\ub834",
      "\uc5d8\ub9ac\uc5c7 strict \uc57d\uc138 \uc870\uc815, \uce94\ub4e4 \uc57d\uc138 \ud328\ud134, \ud53c\ubcf4\ub098\uce58 \uc800\ud56d \ud074\ub7ec\uc2a4\ud130, \ud30c\uc0dd\uc758 CVD \ucde8\uc57d\uc131\uc774 \ubaa8\ub450 \ub2e8\uae30 \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \uc57d\uc138 \ub418\ub3cc\ub9bc \uc870\uac74\uc5d0 \ub3d9\uc758"
    ],
    "conflicts": [
      "\ud558\ubaa8\ub2c9\uc740 $70,470.20\uc5d0\uc11c strict \uac15\uc138 \ubc84\ud130\ud50c\ub77c\uc774 \uc644\uc131\uc744 \uadfc\uac70\ub85c \ubc18\uc804 \uad6c\uc870\ub97c \uac15\uc870\ud558\uc9c0\ub9cc, \ud53c\ubcf4\ub098\uce58\uc640 \uce94\ub4e4, \uc5d8\ub9ac\uc5c7\uc740 \ud604\uc7ac\uac00\uac00 $72,006~$72,414 \uc800\ud56d\ub300 \uc544\ub798\ub77c\ub294 \uc810\uc5d0\uc11c \uc544\uc9c1 \ubc18\ub4f1 \ud655\uc778 \uc804\uc73c\ub85c \ud574\uc11d",
      "\uc640\uc774\ucf54\ud504\ub294 \ub204\uc801 Phase D\uc758 LPS\ub85c \uad6c\uc870\uc801 \uac15\uc138\ub97c \ubd80\uc5ec\ud558\uc9c0\ub9cc, \uc5d8\ub9ac\uc5c7\uc740 impulse\uac00 0\uac1c\uc774\uace0 corrective\uac00 13\uac1c\ub77c \ucd94\uc9c4 \ucd94\uc138\ubcf4\ub2e4 \uc870\uc815 \uad6d\uba74\uc73c\ub85c \ud574\uc11d",
      "\ud30c\uc0dd\uc740 OI \uc720\uc785\uacfc \uade0\ud615 \uc7a1\ud78c \ud3ec\uc9c0\uc154\ub2dd\uc73c\ub85c \uad6c\uc870 \uac15\uc138\ub97c \uc778\uc815\ud558\uc9c0\ub9cc, \ub3d9\uc2dc\uc5d0 CVD divergence 0.850\uacfc fragility 0.709 \ub54c\ubb38\uc5d0 \uc989\uc2dc \ucd94\uaca9 \ub9e4\uc218 \uc9c8\uc740 \ub0ae\ub2e4\uace0 \ud3c9\uac00",
      "ICT\ub294 \uad6c\uc870\ub97c \uac70\uc758 \uc911\ub9bd\uc73c\ub85c \ubcf4\uba70 \ud65c\uc131 \uc624\ub354\ube14\ub85d/FVG \ubd80\uc7ac\ub97c \uc774\uc720\ub85c \ubc29\ud5a5 \ud655\uc815 \ubcf4\ub958\uc778\ub370, \uc640\uc774\ucf54\ud504\ub294 \uac19\uc740 \uad6c\uac04\uc744 \ub204\uc801 \ud6c4\ubcf4\uc758 LPS \uc720\uc9c0 \uad6c\uac04\uc73c\ub85c \ud574\uc11d"
    ],
    "executive_summary": "15\ubd84 \uad6c\uc870\uc758 \ud575\uc2ec \uc9c4\ub2e8\uc740 '\uc644\ub8cc\ub41c \uc774\uc804 \ub204\uc801 \uc774\ud6c4, \ud604\uc7ac\ub3c4 \uc0c8\ub85c\uc6b4 \ub204\uc801 \ud6c4\ubcf4 \uad6c\uc870\uac00 \uc9c4\ud589 \uc911\uc778 \uc0c1\ud0dc'\uc774\uba70, \uac00\uc7a5 \uc124\ub4dd\ub825 \uc788\ub294 \ud504\ub808\uc784\uc740 \uc640\uc774\ucf54\ud504 \uae30\uc900 Accumulation Phase D \ub0b4 LPS \uc7ac\ud655\uc778 \uad6c\uac04\uc785\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uac00\uaca9\uc774 EMA120 $71,492.07, EMA240 $71,048.40 \uc704\uc5d0 \uc788\uace0, \uc640\uc774\ucf54\ud504 LPS/SC \ucd95\uc778 $71,551.80~$71,539.90 \ubd80\uadfc\uc744 \uc544\uc9c1 \ubcf4\uc874\ud558\uace0 \uc788\uc5b4 \uc804\uccb4 \ubc14\ub2e5 \uad6c\uc870\ub294 \uc57d\ud55c \uac15\uc138\ub85c \uc720\uc9c0\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \uc2e4\ud589 \ub808\ubca8\uc5d0\uc11c\ub294 EMA20 $72,001.59 \uc544\ub798 \uccb4\ub958, $73,128 \uc720\ub3d9\uc131 \uc2a4\uc715 \ud6c4 \ub418\ubc00\ub9bc, \uce94\ub4e4 \uc57d\uc138 \ud328\ud134, \ud53c\ubcf4\ub098\uce58 \uc800\ud56d\ub300 $72,006.61~$72,414.65, \ud30c\uc0dd\uc758 \ucde8\uc57d\ud55c CVD\uac00 \uacb9\uccd0 \ub2e8\uae30 \uc14b\uc5c5\uc740 \uad6c\uc870\uc640 \ubc18\ub300\ub85c \uc57d\uc138 \ucabd\uc73c\ub85c \uc815\ub82c\ub3fc \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud604\uc7ac \uc2dc\uc7a5\uc740 '\uac15\uc138 \uad6c\uc870 \uc548\uc758 \ubbf8\ud655\uc815 \ub418\ub3cc\ub9bc/LPS \ud14c\uc2a4\ud2b8 \uad6c\uac04'\uc73c\ub85c \ubcf4\ub294 \uac83\uc774 \uc801\uc808\ud558\uba70, \uad6c\uc870 \ubcf4\uc874 \uc870\uac74\uc740 $71,539.90 \ubc0f $71,492.07 \ubc29\uc5b4, \ub354 \uae4a\uac8c\ub294 $70,470.20 PRZ/\uc720\ub3d9\uc131 \ucd95\uc758 \uc720\uc9c0 \uc5ec\ubd80\ub85c \uc555\ucd95\ub429\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.69,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.58,
    "waypoints": [
      {
        "seq": 1,
        "price": 71539.9,
        "type": "support_test",
        "source": "Wyckoff LPS $71,539.90 / EMA120 $71,492.07 / Candlestick bearish_engulfing@293 / Derivatives CVD divergence 0.850",
        "description": "\uc14b\uc5c5 \ubc14\uc774\uc5b4\uc2a4 72% \uc57d\uc138\uc5d0 \ub530\ub77c \uccab \uc6c0\uc9c1\uc784\uc740 \ud558\ubc29. \uc640\uc774\ucf54\ud504 Phase D LPS \ucd95 $71,539.90\uacfc EMA120 $71,492.07\uc774 \ub9e4\uc6b0 \uadfc\uc811\ud55c \uace0\ubc00\ub3c4 \uc9c0\uc9c0 \uad6c\uac04\uc744 \uba3c\uc800 \ud14c\uc2a4\ud2b8. EMA20 $72,001.59 \uc544\ub798 \uccb4\ub958 + shooting star/dark cloud cover + CVD \ucde8\uc57d\uc131\uc774 \ub2e8\uae30 \uc57d\uc138 \uc555\ub825\uc73c\ub85c \uc815\ub82c\ub428.",
        "est_hours": 3.0,
        "turning_zone": [
          71460.0,
          71560.0
        ],
        "likely_wick": 71492.07,
        "rejection_confirm": 71701.0,
        "invalid_overshoot": 71440.0,
        "calibration_reasoning": "LPS $71,539.90, \uc778\uc811 \uc9c0\uc9c0 $71,551.80, EMA120 $71,492.07\uc758 3\uc911 \ubc00\uc9d1 \uc9c0\uc9c0\ub300\ub97c \uac10\uc2f8\ub3c4\ub85d \uc874 \uc124\uc815(\ud3ed $100 \u2248 0.33\u00d7ATR). 71,048.4\uae4c\uc9c0 \ud070 \uacf5\ubc31\uc774 \uc788\uc73c\ubbc0\ub85c 71,440 \uc774\ud0c8 \uc2dc \uad6c\uc870\uc801 \uc774\ud0c8\ub85c \uac04\uc8fc."
      },
      {
        "seq": 2,
        "price": 70470.2,
        "type": "liquidity_sweep",
        "source": "Harmonic strict Butterfly PRZ $70,459.68~$70,480.72 / ICT resting SSL $70,449.10 / Derivatives \ud558\ub2e8 \uc720\ub3d9\uc131 $70,600",
        "description": "LPS \uc774\ud0c8 \uc2dc \ub354 \uae4a\uc740 \uc720\ub3d9\uc131 \uc218\ub834 \uad6c\uac04\uc73c\ub85c \ubc00\ub9ac\ub294 \uc2dc\ub098\ub9ac\uc624. \ud558\ubaa8\ub2c9 strict \uac15\uc138 \ubc84\ud130\ud50c\ub77c\uc774 D=$70,470.20(score 0.887) + ICT SSL + \ud30c\uc0dd \uccad\uc0b0 \uad6c\uac04\uc774 \uacb9\uce58\ub294 \ud2b8\ub9ac\ud50c \ucee8\ud50c\ub8e8\uc5b8\uc2a4\ub85c \uad6c\uc870\uc801 \ubc18\uc804 \ubc18\uc751\uc774 \uac00\uc7a5 \ud655\ub960 \ub192\uc740 \uc9c0\uc810. \uc640\uc774\ucf54\ud504 $70,978.80 SC \uc7ac\uc2dc\ud5d8 \uc704\ud5d8\uc744 \ub3d9\uc2dc\uc5d0 \ucda9\uc871.",
        "est_hours": 8.0,
        "turning_zone": [
          70340.0,
          70495.0
        ],
        "likely_wick": 70395.0,
        "rejection_confirm": 70978.8,
        "invalid_overshoot": 70320.0,
        "calibration_reasoning": "\ubc84\ud130\ud50c\ub77c\uc774 D $70,470.20 + ICT SSL + \uccad\uc0b0 \uad6c\uac04 \ud2b8\ub9ac\ud50c \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc0c1\ub2e8($70,480.72)\uacfc \ud558\ub2e8($70,459.68) \uc2a4\ud1b1\uc744 \uc4f8\uc5b4\ub0b4\ub9ac\ub294 \ub525 \uc704\ud06c\ub97c \ubc18\uc601(\ud3ed $155 \u2248 0.51\u00d7ATR). SC $70,978.80 \uc7ac\ud0c8\ud658\uc774 \ubc18\uc804 \ud655\uc778."
      },
      {
        "seq": 3,
        "price": 72001.59,
        "type": "resistance_test",
        "source": "EMA20 $72,001.59 (Elliott/Harmonic/Candlestick/Derivatives/Wyckoff/ICT \uacf5\ud1b5 \uc800\ud56d) / Fib 0.786 $72,006.61",
        "description": "PRZ \ubc18\uc751 \ud6c4 \ub204\uc801 \uad6c\uc870 \ud68c\ubcf5 \uc2dc\ub3c4. EMA20 $72,001.59\uac00 7\uac1c \uc5d0\uc774\uc804\ud2b8 \uacf5\ud1b5\uc73c\ub85c \uc9c0\ubaa9\ud55c \ub2e8\uae30 \uad6c\uc870 \ud68c\ubcf5 \uacbd\uacc4\uc774\uba70, \ud53c\ubcf4\ub098\uce58 0.786 $72,006.61\uacfc \uc911\ucca9. \uc774 \uad6c\uac04 \uc7ac\ud0c8\ud658 \uc5ec\ubd80\uac00 \uac15\uc138 \uc774\ud589 1\ucc28 \ud655\uc778.",
        "est_hours": 16.0,
        "turning_zone": [
          72001.59,
          72140.0
        ],
        "likely_wick": 72080.0,
        "rejection_confirm": 71934.5,
        "invalid_overshoot": 72150.0,
        "calibration_reasoning": "EMA20 $72,001.59\uc640 \ud53c\ubcf4 0.786 $72,006.61\uc774 \uac70\uc758 \uc77c\uce58, \uc0c1\ub2e8\uc740 \ub2e4\uc74c \uc800\ud56d $72,246.30(0.618) \uc9c1\uc804\uae4c\uc9c0 \ud5c8\uc6a9(\ud3ed $138 \u2248 0.46\u00d7ATR). $71,934.5 \uc774\ud0c8 \uc2dc \uc800\ud56d \uc7ac\uac15\ud654\ub85c \ubc18\uc804 \ud655\uc778."
      },
      {
        "seq": 4,
        "price": 72414.65,
        "type": "resistance_test",
        "source": "Fibonacci strict cluster $72,414.65 (cluster_score 0.85) / Wyckoff AR(active) $72,377.40",
        "description": "\uc0c1\ubc29 \ubaa8\uba58\ud140\uc774 \uc9c0\uc18d\ub420 \uacbd\uc6b0 \ucd5c\uc0c1\ub2e8 \uac80\uc99d \uad6c\uac04. \ud53c\ubcf4\ub098\uce58 strict 3\uc911 \ud074\ub7ec\uc2a4\ud130 $72,414.65\uc640 \ud65c\uc131 \uad6c\uc870 AR $72,377.40\uc774 \uacb0\ud569\ub41c \ucd5c\uac15 \uacf5\uae09\ub300. \uc5ec\uae30\uc11c \ubc18\uc751 \ud6c4 $72,858.50 AR(main) / $73,128 SOS \uc7ac\ub3c4\uc804 \uc5ec\ubd80\uac00 24\uc2dc\uac04 \ub0b4 \uc0c1\ub2e8 \uacbd\ub85c\uc758 \ucd5c\uc885 \ubd84\uae30\uc810.",
        "est_hours": 22.0,
        "turning_zone": [
          72414.65,
          72630.0
        ],
        "likely_wick": 72583.0,
        "rejection_confirm": 72246.3,
        "invalid_overshoot": 72640.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uad6c\uac04\uc774\ub77c \ud3ed\uc744 0.71\u00d7ATR($215)\ub85c \ud655\uc7a5; \ud53c\ubcf4 3\uc911 \ud074\ub7ec\uc2a4\ud130 $72,414.65 + AR $72,377.40 \uc0c1\ub2e8\uc5d0 \ud53c\ubcf4 0.382 $72,583 \uc790\uc11d\uc744 \ud3ec\ud568. $72,640 \ub3cc\ud30c\ub294 $72,858.5 AR(main)\ub85c \uc5f0\uc7a5 \uc758\ubbf8."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 71890.0,
        "expected_low": 71539.9,
        "high_first": false
      },
      "8h": {
        "expected_high": 71950.0,
        "expected_low": 70470.2,
        "high_first": false
      },
      "24h": {
        "expected_high": 72414.65,
        "expected_low": 70470.2,
        "high_first": false
      }
    },
    "triggers": {
      "bullish": {
        "price": 72001.59,
        "description": "EMA20 $72,001.59 + \ud53c\ubcf4\ub098\uce58 0.786 $72,006.61 \ub3d9\uc2dc \uc7ac\uc7a5\uc545 \ubc0f 15\ubd84\ubd09 \uc885\uac00 \uc0c1\ubc29 \uc218\uc6a9 \uc2dc $72,246.30(\uace8\ub4e0 0.618) \u2192 $72,414.65(strict cluster) \u2192 $73,128.00(SOS/\uc2a4\uc719 \uace0\uc810) \uacbd\ub85c \uac00\uc18d. \ud558\ubaa8\ub2c9 PRZ \ubc18\uc751\uc774 \uc774\ubbf8 \ubc1c\uc0dd\ud588\ub2e4\ub294 \ud574\uc11d\uacfc \uc640\uc774\ucf54\ud504 LPS \uc720\uc9c0\uac00 \ub3d9\uc2dc\uc5d0 \uc131\ub9bd."
      },
      "bearish": {
        "price": 71492.07,
        "description": "EMA120 $71,492.07 \ubc0f LPS $71,539.90 \uc5f0\uc18d \uc774\ud0c8 \ud6c4 \ub418\ub3cc\ub9bc \uc2e4\ud328 \uc2dc \uc640\uc774\ucf54\ud504 Phase D \ubb34\ud6a8\ud654 \uc555\ub825 \ubc1c\uc0dd. $70,978.80 SC \u2192 $70,470.20 PRZ/SSL \ud2b8\ub9ac\ud50c \uc218\ub834 \uad6c\uac04\uc73c\ub85c \uc9c1\ud589 \uac00\uc18d. CVD fragility 0.709\uac00 \ud558\ubc29 \uc5f0\ub8cc \uacf5\uae09."
      }
    },
    "scenario_invalidation": 70428.0
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 71539.9,
        "turning_zone": [
          71460.0,
          71560.0
        ],
        "likely_wick": 71492.07,
        "rejection_confirm": 71701.0,
        "invalid_overshoot": 71440.0,
        "calibration_reasoning": "LPS $71,539.90, \uc778\uc811 \uc9c0\uc9c0 $71,551.80, EMA120 $71,492.07\uc758 3\uc911 \ubc00\uc9d1 \uc9c0\uc9c0\ub300\ub97c \uac10\uc2f8\ub3c4\ub85d \uc874 \uc124\uc815(\ud3ed $100 \u2248 0.33\u00d7ATR). 71,048.4\uae4c\uc9c0 \ud070 \uacf5\ubc31\uc774 \uc788\uc73c\ubbc0\ub85c 71,440 \uc774\ud0c8 \uc2dc \uad6c\uc870\uc801 \uc774\ud0c8\ub85c \uac04\uc8fc."
      },
      {
        "seq": 2,
        "base_target": 70470.2,
        "turning_zone": [
          70340.0,
          70495.0
        ],
        "likely_wick": 70395.0,
        "rejection_confirm": 70978.8,
        "invalid_overshoot": 70320.0,
        "calibration_reasoning": "\ubc84\ud130\ud50c\ub77c\uc774 D $70,470.20 + ICT SSL + \uccad\uc0b0 \uad6c\uac04 \ud2b8\ub9ac\ud50c \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc0c1\ub2e8($70,480.72)\uacfc \ud558\ub2e8($70,459.68) \uc2a4\ud1b1\uc744 \uc4f8\uc5b4\ub0b4\ub9ac\ub294 \ub525 \uc704\ud06c\ub97c \ubc18\uc601(\ud3ed $155 \u2248 0.51\u00d7ATR). SC $70,978.80 \uc7ac\ud0c8\ud658\uc774 \ubc18\uc804 \ud655\uc778."
      },
      {
        "seq": 3,
        "base_target": 72001.59,
        "turning_zone": [
          72001.59,
          72140.0
        ],
        "likely_wick": 72080.0,
        "rejection_confirm": 71934.5,
        "invalid_overshoot": 72150.0,
        "calibration_reasoning": "EMA20 $72,001.59\uc640 \ud53c\ubcf4 0.786 $72,006.61\uc774 \uac70\uc758 \uc77c\uce58, \uc0c1\ub2e8\uc740 \ub2e4\uc74c \uc800\ud56d $72,246.30(0.618) \uc9c1\uc804\uae4c\uc9c0 \ud5c8\uc6a9(\ud3ed $138 \u2248 0.46\u00d7ATR). $71,934.5 \uc774\ud0c8 \uc2dc \uc800\ud56d \uc7ac\uac15\ud654\ub85c \ubc18\uc804 \ud655\uc778."
      },
      {
        "seq": 4,
        "base_target": 72414.65,
        "turning_zone": [
          72414.65,
          72630.0
        ],
        "likely_wick": 72583.0,
        "rejection_confirm": 72246.3,
        "invalid_overshoot": 72640.0,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uad6c\uac04\uc774\ub77c \ud3ed\uc744 0.71\u00d7ATR($215)\ub85c \ud655\uc7a5; \ud53c\ubcf4 3\uc911 \ud074\ub7ec\uc2a4\ud130 $72,414.65 + AR $72,377.40 \uc0c1\ub2e8\uc5d0 \ud53c\ubcf4 0.382 $72,583 \uc790\uc11d\uc744 \ud3ec\ud568. $72,640 \ub3cc\ud30c\ub294 $72,858.5 AR(main)\ub85c \uc5f0\uc7a5 \uc758\ubbf8."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 18.1,
      "chairman": 31.2,
      "operating_path": 55.3,
      "tp_calibrator": 45.6
    },
    "agents": {},
    "total_s": 150.3
  }
}