{
  "symbol": "BTC/USDT",
  "timeframe": "15m",
  "timestamp": "2026-04-12 01:00 KST",
  "last_price": 72838.0,
  "num_candles": 300,
  "stage1_analyses": {
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "neutral",
      "confidence": 0.58,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.67,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838\ub294 7\uc77c \ubc94\uc704 \uc911\uac04\uac12(EQ)\uc778 \uc57d $71,939\ubcf4\ub2e4 \uc704\uc5d0 \uc788\uc5b4 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\ud604\uc7ac\uac00\uac00 EMA20 $72,732, EMA120 $72,629, EMA240 $72,408 \uc704\uc5d0 \uc788\uc5b4 \uad6c\uc870\ub294 \uc0c1\ubc29\uc774\ub098, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uacfc\uc5f4\ub41c \ud504\ub9ac\ubbf8\uc5c4 \uccb4\ub958",
        "\ucd5c\uadfc \ud328\ud134 \uc6b0\uc704\uac00 \uc57d\uc138\ub85c \uae30\uc6b8\uc5b4\uc9d0: bearish_engulfing@293, shooting_star@292, shooting_star@297",
        "\uc9c1\uc804 \ubc18\ub4f1\uc131 \ud328\ud134\uc778 piercing_pattern@294\uc640 hammer@299\uac00 \uc874\uc7ac\ud558\uc9c0\ub9cc \ud488\uc9c8\uc774 \ub0ae\uc74c(\ucd5c\uace0 \ud488\uc9c8 0.552, hammer 0.401)\uc73c\ub85c \ucd94\uc138 \uc804\ud658 \ud655\uc778\uc740 \ubd80\uc871",
        "7\uc77c \uace0\uc810 $73,450 \uc778\uadfc\uc774 \uc624\ubc84\ud5e4\ub4dc \uacf5\uae09 \uad6c\uac04\uc73c\ub85c \uc791\uc6a9\ud560 \uac00\ub2a5\uc131\uc774 \ub192\uace0, \ud604\uc7ac\uac00\ub294 \ud574\ub2f9 \uc800\ud56d\ub300 \uc544\ub798\uc5d0\uc11c \ub20c\ub9bc \uac00\ub2a5\uc131 \uc874\uc7ac"
      ],
      "reasoning": "15\ubd84 \uae30\uc900 BTC\ub294 \ud604\uc7ac\uac00 $72,838\ub85c EMA20 $72,732, EMA120 $72,629, EMA240 $72,408 \uc704\uc5d0 \uc788\uc5b4 \ud655\uc778\ub41c \uad6c\uc870 \uc790\uccb4\ub294 \uc644\ub9cc\ud55c \uc0c1\uc2b9 \uc720\uc9c0\ub85c \ud574\uc11d\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uadfc 5\uac1c \uce94\ub4e4\uc774 \ubaa8\ub450 \ubbf8\uc138\ud55c \uc591\ubd09\uc5d0 \uadf8\ucce4\uace0, \ucd5c\uadfc \ud0d0\uc9c0 \ud328\ud134\ub3c4 bearish_engulfing@293 \ubc0f shooting_star 2\ud68c(@292, @297)\ub85c \uc57d\uc138 \ud328\ud134 \uc218\uce58\uac00 bull_score 1.35 \ub300\ube44 bear_score 2.05\ub85c \uc6b0\uc138\ud569\ub2c8\ub2e4. \ubc18\uba74 piercing_pattern@294\uc640 hammer@299\uac00 \ud558\ubc29\uc744 \uc77c\ubd80 \ubc29\uc5b4\ud558\uace0 \uc788\uc5b4 \uc989\uc2dc \ubd95\uad34\ubcf4\ub2e4\ub294 $72,732~$72,629 \uc9c0\uc9c0 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ub354 \ud604\uc2e4\uc801\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 bullish\uc9c0\ub9cc, \ud504\ub9ac\ubbf8\uc5c4 \uc874 \ubc0f \ucd5c\uadfc \uc0c1\ub2e8 \uac70\ubd80 \uc2dc\uadf8\ub110\uc744 \uac10\uc548\ud558\uba74 \ub2e8\uae30 \uc2e4\ud589 \uc14b\uc5c5\uc740 bearish\ub85c \ubcf4\ub294 \uac83\uc774 \ud0c0\ub2f9\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72732.28,
          72629.28,
          72407.65,
          71939.0
        ],
        "resistance": [
          73000.0,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00 \uc0c1\ud5a5 \ub3cc\ud30c \ubc0f 15\ubd84 \ubd09 \uae30\uc900 \uc548\ucc29 \uc2dc \ubcf8 \ub2e8\uae30 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8",
      "risk_scenario": "\ubc18\ub300\ub85c $72,629 \uc544\ub798\ub85c \ubc00\ub9ac\uba74 EMA120 \uc774\ud0c8\ub85c \ub2e8\uae30 \uad6c\uc870 \uc57d\ud654\uac00 \ubc1c\uc0dd\ud558\uace0, \ub2e4\uc74c\uc73c\ub85c EMA240 $72,408 \ud14c\uc2a4\ud2b8\uac00 \uc5f4\ub9bd\ub2c8\ub2e4. \uc774 \uad6c\uac04\ub9c8\uc800 \uc885\uac00 \uae30\uc900\uc73c\ub85c \ubd95\uad34\ub418\uba74 \ud604\uc7ac\uc758 \uc644\ub9cc\ud55c \uc0c1\uc2b9 \uad6c\uc870 \ud310\ub2e8\uc740 \uc911\ub9bd \ub610\ub294 \uc57d\uc138\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c \uc20f \uad00\uc810\uc774 \ud2c0\ub9b4 \uacbd\uc6b0 $73,000 \ud68c\ubcf5 \ud6c4 $73,450 \uc7ac\ub3c4\uc804\uc774 \ube60\ub974\uac8c \uc9c4\ud589\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 161,
        "recent_patterns": 5,
        "pattern_list": [
          "hammer@299",
          "shooting_star@292",
          "shooting_star@297",
          "bearish_engulfing@293",
          "piercing_pattern@294"
        ],
        "atr_value": 113.22,
        "vol_avg_20": 697.68,
        "high_volume_patterns": [],
        "pattern_candidates": [
          {
            "pattern": "piercing_pattern",
            "signal": "bullish",
            "pattern_quality": 0.552,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "shooting_star",
            "signal": "bearish",
            "pattern_quality": 0.523,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.488,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "shooting_star",
            "signal": "bearish",
            "pattern_quality": 0.48,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "hammer",
            "signal": "bullish",
            "pattern_quality": 0.401,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.552,
        "bull_score": 1.35,
        "bear_score": 2.05
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.66,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.58,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838.00\ub294 \ucd5c\uadfc 50\uad6c\uac04 \uc911\uac04\uac12(EQ) \uc131\uaca9\uc758 \ubc94\uc704 \uc911\uc2ec $72,698.45 \ubd80\uadfc\ubcf4\ub2e4 \ub192\uc544 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\ud604\uc7ac\uac00\uac00 EMA20 $72,732.28 \uc704\uc5d0 \uc788\uc73c\ub098 \uc774\uaca9\uc774 \uc57d +0.1%\uc5d0 \ubd88\uacfc\ud574 \ucd94\uc138 \ucd94\uc9c4\ub825\uc740 \uc81c\ud55c\uc801",
        "\ucd5c\uadfc 5\uac1c \uce94\ub4e4\uc774 \ubaa8\ub450 \uc18c\ud3ed \uc0c1\uc2b9(\u25b2+0.0%~+0.1%)\uc73c\ub85c \uc774\uc5b4\uc84c\uc9c0\ub9cc \ud655\uc7a5\ud615 \ub3cc\ud30c\uac00 \uc544\ub2c8\ub77c \ub2e8\uae30 \uacfc\uc5f4/\uc0c1\ub2e8 \uacf5\uae09 \ubc18\uc751 \ud6c4\ubcf4\ub85c \ud574\uc11d \uac00\ub2a5",
        "50\uad6c\uac04 \uc0c1\ub2e8 $72,945.00\uae4c\uc9c0 \uc5ec\uc720\uac00 \uc57d $107.00\ubfd0\uc774\ub77c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4 \ub418\ubc00\ub9bc\uc774 \ub098\uc62c \uc218 \uc788\ub294 \uc704\uce58",
        "patterns_found 0\uc73c\ub85c \uc720\ud6a8\ud55c XABCD \ud558\ubaa8\ub2c9 PRZ\uac00 \uc5c6\uc73c\ubbc0\ub85c \ubc18\uc804 \uc2e0\ub8b0\uad6c\uac04\ubcf4\ub2e4 \ubc94\uc704 \ub9e4\ub9e4 \uc131\uaca9\uc774 \uc6b0\uc138"
      ],
      "reasoning": "\uc774\ubc88 15\ubd84 BTC/USDT \uad6c\uac04\uc5d0\uc11c\ub294 \uc2a4\uce94\ub41c \uc2a4\uc719 \uace0\uc810 23\uac1c, \uc800\uc810 25\uac1c\ub97c \uc810\uac80\ud588\uc9c0\ub9cc \uc720\ud6a8\ud55c Gartley, Bat, Butterfly, Crab \ud328\ud134\uc740 1\uac1c\ub3c4 \ud655\uc778\ub418\uc9c0 \uc54a\uc544 \uba85\ud655\ud55c \ud558\ubaa8\ub2c9 PRZ\uac00 \uc5c6\uc2b5\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $72,838.00\ub85c EMA20 $72,732.28, EMA120 $72,629.28, EMA240 $72,407.65 \uc704\uc5d0 \uc788\uc5b4 \ud558\ub77d \uad6c\uc870\ub85c \ud655\uc815\ub418\uc9c0\ub294 \uc54a\uc558\uc9c0\ub9cc, \ucd5c\uadfc 50\uad6c\uac04 \ubc94\uc704 $72,451.90~$72,945.00\uc758 \uc0c1\ub2e8\uc5d0 \ub354 \uac00\uae4c\uc6cc \uad6c\uc870\uc801 \ucd94\uc138 \ucd94\uc885\ubcf4\ub2e4\ub294 \ubc15\uc2a4 \uc0c1\ub2e8 \uc555\ub825 \uad6c\uac04\uc73c\ub85c \ubd10\uc57c \ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870_bias\ub294 \uc544\uc9c1 \uba85\ud655\ud55c BOS/CHoCH \ud655\uc778\uc774 \uc5c6\uc5b4 \uc911\ub9bd\uc774\uba70, setup_bias\ub294 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uacfc \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc778\uc811\uc131\uc744 \uadfc\uac70\ub85c \ub2e8\uae30 \uc57d\uc138\uc785\ub2c8\ub2e4. \ud575\uc2ec\uc740 $72,945.00 \uc0c1\ub2e8 \uc218\uc6a9 \uc5ec\ubd80\uc774\uba70, \uc774 \ub808\ubca8\uc744 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \uc548\ucc29\ud558\uc9c0 \ubabb\ud558\uba74 $72,732.28 \ubc0f $72,629.28 \uc7ac\ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72732.28,
          72629.28,
          72451.9,
          72407.65
        ],
        "resistance": [
          72838.0,
          72945.0,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72945.00",
      "risk_scenario": "$72,945.00 \uc0c1\ub2e8\uc744 15\ubd84 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uc218\uc6a9\ud558\uba74 \ud604\uc7ac\uc758 \uc0c1\ub2e8 \ub418\ub3cc\ub9bc \uac00\uc815\uc740 \ubb34\ud6a8\ud654\ub418\uba70, \uc774\ud6c4\uc5d0\ub294 7\uc77c \uace0\uc810 $73,450.00 \uc7ac\ub3c4\uc804\uc73c\ub85c \uad6c\uc870\uac00 \ub2e8\uae30 \uac15\uc138 \ucabd\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 0,
        "swing_highs_scanned": 23,
        "swing_lows_scanned": 25,
        "price_pct_in_range": 78.3,
        "range_high_50": 72945.0,
        "range_low_50": 72451.9,
        "range_size": 493.1
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bearish",
      "confidence": 0.79,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.79,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838.00\uac00 EQ $72,698.45 \uc704\uc758 premium \uad6c\uac04\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4 \ud558\ubc29 \uc7ac\ubd84\ubc30 \uc14b\uc5c5\uc5d0 \uc720\ub9ac",
        "\ucd5c\uadfc \uad6c\uc870 \uc774\ubca4\ud2b8\uc5d0\uc11c CHoCH bearish\uac00 $71,701.30, BOS bearish\uac00 $71,539.90 \ubc0f $72,566.40\uc5d0\uc11c \ud655\uc778\ub418\uc5b4 \uc57d\uc138 \uad6c\uc870\uac00 \uc720\uc9c0\ub428",
        "\ud604\uc7ac \ud558\ub77d \ub808\uadf8 \uae30\uc900 \ub418\ub3cc\ub9bc\uc774 77.5%\ub85c \uae4a\uc740 premium retracement \uc0c1\ud0dc\uc774\uba70, deepest retracement\ub3c4 90.0%\ub85c \ub9e4\ub3c4 \uc720\ub3d9\uc131 \uc720\uc785 \uad6c\uac04",
        "\ud604 \uac00\uaca9\uc774 range high $72,945.00 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \ud14c\uc2a4\ud2b8 \uc774\ud6c4 \ud558\ubc29 \uc804\uac1c \uac00\ub2a5\uc131",
        "bull score 6.9 \ub300\ube44 bear score 8.7\ub85c \uc57d\uc138 \uc6b0\uc704",
        "\ubbf8\uccb4\uacb0 FVG\uac00 0\uac1c\ub77c \uc704/\uc544\ub798 \ube44\ud6a8\uc728 \ubcf5\uad6c\ubcf4\ub2e4\ub294 \uad6c\uc870 \uae30\ubc18 \ud558\ubc29 \ud655\ub960\uc774 \uc6b0\uc138"
      ],
      "reasoning": "15\ubd84 \uad6c\uc870\uc0c1 \ucd5c\uadfc \ud655\uc778\ub41c \uc774\ubca4\ud2b8\ub294 $72,566.40 \ud558\ud5a5 BOS\uc640 \uadf8 \uc774\uc804 $71,701.30 CHoCH bearish, $71,539.90 BOS bearish\ub85c \uc774\uc5b4\uc838 \uad6c\uc870_bias\ub294 \uba85\ud655\ud788 \uc57d\uc138\uc785\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $72,838.00\ub85c EQ $72,698.45 \uc704 premium\uc5d0 \uc704\uce58\ud558\uba70, range high $72,945.00 \uc778\uadfc\uc5d0\uc11c 77.5% \uae4a\uc740 \ub418\ub3cc\ub9bc\uc744 \ubcf4\uc774\uace0 \uc788\uc5b4 ICT \uad00\uc810\uc758 \uc20f \uc7ac\uc9c4\uc785 \uad6c\uac04\uc5d0 \uac00\uae5d\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ucd5c\uadfc \uba85\uc2dc\uc801 \uc720\ub3d9\uc131 \uc2a4\uc715\uacfc \ud65c\uc131 OB/FVG\ub294 \ubd80\uc871\ud574 \uacf5\uaca9\uc801 \ucd94\uaca9\ubcf4\ub2e4\ub294 $72,945.00~$73,450.00 \uc800\ud56d \ubc18\uc751 \ud655\uc778\ud615 \uc811\uadfc\uc774 \ub354 \uc801\uc808\ud569\ub2c8\ub2e4. \ud558\ub2e8\uc73c\ub85c\ub294 \uc6b0\uc120 $72,566.40 \uc7ac\uc774\ud0c8 \uc5ec\ubd80\uac00 \uc911\uc694\ud558\uba70, \uadf8 \uc544\ub798\ub85c\ub294 $72,451.90, \uc774\ud6c4 \uad6c\uc870 \ub808\ubca8\uc778 $71,701.30\uacfc $71,539.90\uac00 \ub2e4\uc74c \ud558\ubc29 \ubaa9\ud45c\uac00 \ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72566.4,
          72451.9,
          71701.3,
          71539.9,
          70795.7,
          70470.2
        ],
        "resistance": [
          72845.0,
          72945.0,
          72869.9,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $72,945.00 \uc0c1\ub2e8\uc744 \uc218\uc6a9\ud558\uace0 \uc774\uc804 \uc77c\uace0\uc810 $73,450.00\uae4c\uc9c0 \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\uba74, \ud604\uc7ac premium \ub9e4\ub3c4 \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 \uc57d\uc138 \uad6c\uc870\ub294 \ub2e8\uae30\uc801\uc73c\ub85c \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 bearish BOS $72,566.40\ub294 \ud568\uc815\uc774 \ub418\uace0, \uc2dc\uc7a5\uc740 \ub2e4\uc2dc \uc0c1\ubc29 \uc720\ub3d9\uc131 \ud655\uc7a5 \ub610\ub294 bullish continuation \uad6d\uba74\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "order_blocks_total": 1,
        "confirmed_bullish_ob": 0,
        "confirmed_bearish_ob": 0,
        "candidate_bullish_ob": 1,
        "candidate_bearish_ob": 0,
        "active_bullish_ob": 0,
        "active_bearish_ob": 0,
        "nearest_bull_ob_range": {
          "bottom": 70470.2,
          "top": 70795.7,
          "quality": "candidate",
          "score": 0.518
        },
        "nearest_bear_ob_range": null,
        "active_bullish_ob_list": [],
        "active_bearish_ob_list": [],
        "ob_mitigated_count": 2,
        "unfilled_bull_fvg_count": 0,
        "unfilled_bear_fvg_count": 0,
        "bull_fvg_ranges": [],
        "bear_fvg_ranges": [],
        "fvg_open_count": 0,
        "fvg_mitigated_count": 56,
        "fvg_open_zones": [],
        "bos_choch_events": [
          "CHoCH_bullish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "CHoCH_bullish",
          "BOS_bearish"
        ],
        "bos_choch_levels": [
          {
            "type": "CHoCH_bullish",
            "level": 71533.0
          },
          {
            "type": "BOS_bullish",
            "level": 72517.9
          },
          {
            "type": "CHoCH_bearish",
            "level": 71701.3
          },
          {
            "type": "BOS_bearish",
            "level": 71539.9
          },
          {
            "type": "CHoCH_bullish",
            "level": 72350.0
          },
          {
            "type": "BOS_bearish",
            "level": 72566.4
          }
        ],
        "bos_sequence": [
          "BOS_bearish",
          "BOS_bullish",
          "CHoCH_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "CHoCH_bearish",
          "BOS_bearish",
          "CHoCH_bullish",
          "BOS_bearish"
        ],
        "consecutive_bull_bos": 0,
        "consecutive_bear_bos": 1,
        "recent_liq_sweeps": [],
        "recent_sweep_levels": [],
        "liquidity_resting": [],
        "current_zone": "premium",
        "eq_level": 72698.45,
        "range_high": 72945.0,
        "range_low": 72451.9,
        "bull_score": 6.9,
        "bear_score": 8.7,
        "setup_bias": "bearish",
        "setup_score": 0.79,
        "setup_signals": [
          "bearish CHoCH below $71,701.30",
          "bearish BOS below $71,539.90",
          "bearish BOS below $72,566.40",
          "deep retracement 77.5% in premium zone"
        ],
        "retracement_direction": "bearish",
        "current_retracement_pct": 77.5,
        "deepest_retracement_pct": 90.0,
        "previous_day_high": 73450.0,
        "previous_day_low": 72309.5,
        "broken_prev_high": false,
        "broken_prev_low": false,
        "sessions": {
          "London": {
            "active": false,
            "high": null,
            "low": null
          },
          "New York": {
            "active": false,
            "high": null,
            "low": null
          },
          "Asian kill zone": {
            "active": true,
            "high": 72869.9,
            "low": 72638.8
          }
        }
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "bullish",
      "confidence": 0.73,
      "structure_bias": "bullish",
      "setup_bias": "neutral",
      "setup_score": 0.46,
      "setup_signals": [
        "\uc8fc\uc694 ACC \ubc94\uc704\ub294 SC $71,539.90 \u2194 AR $72,350.00\ub85c \uc575\ucee4\ub9c1\ub418\uba70, \ud604\uc7ac\uac00 $72,838.00\ub294 AR \uc0c1\ub2e8\uc744 \uc7ac\uc7a5\uc545\ud55c \uc0c1\ud0dc",
        "Spring \ud6c4\ubcf4\uac00 $72,560.40\uc5d0\uc11c \ubc1c\uc0dd\ud588\uace0 \uc9c1\ud6c4 SOS\uac00 $72,869.90\uae4c\uc9c0 \ud655\uc778\ub418\uc5b4 \ud558\ub2e8 \uc774\ud0c8\uc774 \uc2e4\ud328\ud55c \ud754\uc801\uc774 \uc874\uc7ac",
        "\ud604\uc7ac \uc774\ubca4\ud2b8\ub294 BU $72,774.80\ub85c, SOS \uc774\ud6c4 \ub418\ub3cc\ub9bc/\ubc31\uc5c5 \uad6c\uac04 \ud574\uc11d\uc774 \uac00\ub2a5\ud558\uc9c0\ub9cc \uc544\uc9c1 \uc7a5\uc2dc\uac04 \uc0c1\ub2e8 \uc548\ucc29 \ud655\uc778\uc740 \ubd80\uc871",
        "\ud604\uc7ac\uac00\ub294 \ubc94\uc704 EQ \ubd80\uadfc\uc774 \uc544\ub2c8\ub77c \uacfc\uac70 AR \uc0c1\ub2e8 \uc704\uc5d0 \uc788\uc5b4 \uad6c\uc870\uc0c1 \uac15\uc138\uc774\ub098, 15\ubd84\ubd09 \uae30\uc900 \uc989\uc2dc \ucd94\uaca9\ubcf4\ub2e4\ub294 $72,774.80~$72,560.40 \uc7ac\ud14c\uc2a4\ud2b8 \ubc18\uc751 \ud655\uc778\uc774 \ub354 \uc911\uc694",
        "dis_score 90.10\ub3c4 \ub192\uc544 \ubc18\ub300 \ud574\uc11d \uc5ec\uc9c0\uac00 \uc644\uc804\ud788 \uc81c\uac70\ub41c \uac83\uc740 \uc544\ub2c8\ubbc0\ub85c, \ud604 \uad6c\uac04\uc740 \uac15\uc138 \uad6c\uc870 \uc548\uc758 \ud655\uc778 \ub300\uae30 \uc131\uaca9\uc774 \ub0a8\uc544 \uc788\uc74c"
      ],
      "reasoning": "\ud604\uc7ac 15\ubd84 BTC\ub294 regime=ACC, regime_state=acc_candidate\uc774\uba70, \ud65c\uc131 \uad6c\uc870\ub294 SC $71,539.90 \u2192 AR $72,350.00 \u2192 ST $71,868.50 \u2192 Spring $72,560.40 \u2192 SOS $72,869.90 \u2192 BU $72,774.80 \uc21c\uc73c\ub85c \uac10\uc9c0\ub418\uc5c8\uc2b5\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 AR $72,350.00 \uc0c1\ub2e8\uc744 \ud68c\ubcf5\ud55c \ub4a4 Spring \uc2e4\ud328\uc640 SOS\uac00 \ub098\uc628 \ub9cc\ud07c \ub204\uc801(ACC) \uc6b0\uc138 \ud574\uc11d\uc774 \ub9de\uc9c0\ub9cc, phase_context\uac00 acc_candidate\uc774\uace0 \ud604\uc7ac\ub3c4 BU \ub2e8\uacc4\uc774\ubbc0\ub85c \uc644\uc804\ud55c \ucd94\uc138 \ud655\uc815\ubcf4\ub2e4 '\uac15\uc138 \uad6c\uc870 \uc18d \ubc31\uc5c5 \ud655\uc778 \uad6c\uac04'\uc73c\ub85c \ubcf4\ub294 \uac83\uc774 \uc801\uc808\ud569\ub2c8\ub2e4. \uc989 \uad6c\uc870 \ud3b8\ud5a5\uc740 bullish\uc774\uc9c0\ub9cc, \uc989\uc2dc \uacbd\ub85c \ud3b8\ud5a5\uc740 $72,774.80\uc640 $72,560.40 \uc9c0\uc9c0 \ud14c\uc2a4\ud2b8 \uc5ec\ubd80\uac00 \ub354 \uc911\uc694\ud558\uba70 \uc774 \uad6c\uac04\uc744 \uc720\uc9c0\ud558\uba74 \ub2e4\uc2dc $72,869.90 \ubc0f 7\uc77c \uace0\uac00 $73,450.00 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,560.40 \uc544\ub798\ub85c \uc7ac\uc774\ud0c8\ud558\uba74 Spring \ud574\uc11d \uc2e0\ub8b0\ub3c4\uac00 \ub5a8\uc5b4\uc9c0\uace0, \ub354 \ub098\uc544\uac00 AR $72,350.00 \uc544\ub798 \uc7ac\uc9c4\uc785 \uc2dc \uc774\ubc88 Phase E \ud574\uc11d\uc740 \ud06c\uac8c \uc57d\ud654\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72774.8,
          72560.4,
          72350.0,
          71868.5,
          71539.9
        ],
        "resistance": [
          72869.9,
          73450.0
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "72350.00",
      "risk_scenario": "\uac00\uaca9\uc774 $72,350.00 \uc544\ub798\ub85c \ub2e4\uc2dc \ubc00\ub9ac\uba74 AR \uc7ac\uc7a5\uc545\uc774 \uc2e4\ud328\ud55c \uac83\uc73c\ub85c \ud574\uc11d\ub418\uc5b4 BU\ub294 \ub2e8\uc21c \uc0c1\ub2e8 \ub418\ub3cc\ub9bc\uc5d0 \uadf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 $72,560.40 Spring \uad6c\uac04\ub3c4 \ubc29\uc5b4 \uc2e4\ud328\ub85c \ubc14\ub00c\uba70, \ub2e4\uc74c \ud558\ubc29 \uc810\uac80 \ub808\ubca8\uc740 ST $71,868.50, \ucd5c\uc885\uc801\uc73c\ub85c SC $71,539.90 \uc7ac\uc2dc\ud5d8 \uc2dc\ub098\ub9ac\uc624\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 92.5,
        "dis_score": 90.1,
        "regime": "ACC",
        "regime_state": "acc_candidate",
        "structure_bias": "bullish",
        "phase_context": "acc_candidate / accumulation / Phase E",
        "phases_detected": [
          "SC",
          "AR",
          "ST",
          "Spring",
          "SOS",
          "BU"
        ],
        "last_phase": "BU",
        "phase_candidates": [
          {
            "label": "SC",
            "side": "low",
            "idx": 136,
            "price": 71539.9,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "high",
            "idx": 145,
            "price": 72350.0,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "low",
            "idx": 193,
            "price": 71868.5,
            "color": "#118ab2"
          },
          {
            "label": "Spring",
            "side": "low",
            "idx": 293,
            "price": 72560.4,
            "color": "#f9844a"
          },
          {
            "label": "SOS",
            "side": "high",
            "idx": 296,
            "price": 72869.9,
            "color": "#06d6a0"
          },
          {
            "label": "BU",
            "side": "high",
            "idx": 297,
            "price": 72774.8,
            "color": "#7209b7"
          }
        ],
        "phase_structures": [
          {
            "structure_id": "15m_cycle_1",
            "sequence": 1,
            "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": 136,
            "end_idx": 297,
            "phase_count": 6,
            "phases": [
              {
                "label": "SC",
                "side": "low",
                "idx": 136,
                "price": 71539.9,
                "color": "#ffd166",
                "dt": "2026-04-10 08:15:00+09:00"
              },
              {
                "label": "AR",
                "side": "high",
                "idx": 145,
                "price": 72350.0,
                "color": "#06d6a0",
                "dt": "2026-04-10 10:30:00+09:00"
              },
              {
                "label": "ST",
                "side": "low",
                "idx": 193,
                "price": 71868.5,
                "color": "#118ab2",
                "dt": "2026-04-10 22:30:00+09:00"
              },
              {
                "label": "Spring",
                "side": "low",
                "idx": 293,
                "price": 72560.4,
                "color": "#f9844a",
                "dt": "2026-04-11 23:30:00+09:00"
              },
              {
                "label": "SOS",
                "side": "high",
                "idx": 296,
                "price": 72869.9,
                "color": "#06d6a0",
                "dt": "2026-04-12 00:15:00+09:00"
              },
              {
                "label": "BU",
                "side": "high",
                "idx": 297,
                "price": 72774.8,
                "color": "#7209b7",
                "dt": "2026-04-12 00:30:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "15m_cycle_1",
        "primary_structure_id": "15m_cycle_1",
        "structure_count": 1,
        "regime_fitness": 0.9249999999999999,
        "current_event": "BU",
        "major_phase": "E",
        "pos_in_range": 0.5,
        "main_range_low": 71539.9,
        "main_range_high": 72350.0
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.66,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.71,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838\ub294 7\uc77c \ub808\uc778\uc9c0 \uc911\ub2e8\uac12(EQ) \uc57d $71,939 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58\ud574 \ub2e8\uae30 \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\uac00 \uc788\ub2e4",
        "CVD \ub2e4\uc774\ubc84\uc804\uc2a4 0.700\uc73c\ub85c \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \ucc38\uc5ec \uac15\ub3c4\uac00 \uc644\uc804\ud788 \ub3d9\ud589\ud558\uc9c0 \uc54a\uc544 \uc0c1\ub2e8 \ucd94\uaca9 \ub9e4\uc218 \ud488\uc9c8\uc774 \uc57d\ud558\ub2e4",
        "OI \ud2b8\ub80c\ub4dc 0.566\uc73c\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc740 \uc788\uc73c\ub098, \ud380\ub529 \uc555\ub825 0.500\uc774 \uc911\ub9bd \uc218\uc900\uc774\ub77c \uac15\ud55c \ucd94\uc138 \ucd94\uc885\ubcf4\ub2e4 \uc0c1\ub2e8 \ubd84\ubc30 \uac00\ub2a5\uc131\uc744 \uc5f4\uc5b4\ub454\ub2e4",
        "\ub871/\uc20f \ubd88\uade0\ud615 0.742\ub85c \ud55c\ucabd \ud3ec\uc9c0\uc158\uc774 \ub2e4\uc18c \ud63c\uc7a1\ud574\uc84c\uace0, \uc774\ub294 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ubc18\ub300 \ubc29\ud5a5 \uc2a4\ud034\uc988 \uc7ac\ub8cc\uac00 \ub420 \uc218 \uc788\ub2e4",
        "\ud604\ubb3c-\uc120\ubb3c \ubca0\uc774\uc2dc\uc2a4\uac00 -0.0474%\ub85c \uc57d\ud55c \uc5ed\ubca0\uc774\uc2dc\uc2a4 \uc0c1\ud0dc\uc5ec\uc11c \uac00\uaca9\uc774 \uc720\uc9c0\ub418\ub294 \ub3d9\uc548 \ud30c\uc0dd \ud655\uc2e0\uc740 \uc81c\ud55c\uc801\uc774\ub2e4",
        "\uc0c1\ubc29 \uc720\ub3d9\uc131\uc740 $75,500, $75,600, $79,900\uc5d0 \uc313\uc5ec \uc788\uc9c0\ub9cc \ud604\uc7ac\uac00\uc640 \uac70\ub9ac\uac00 \uc788\uc5b4, \uadf8 \uc804\uc5d0 $72,629~$72,407 \uc7ac\ud14c\uc2a4\ud2b8\uac00 \uba3c\uc800 \ub098\uc62c \uac00\ub2a5\uc131\uc774 \uc788\ub2e4"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 EMA20 $72,732, EMA120 $72,629, EMA240 $72,407 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uace0, \ucd5c\uadfc 24\uc2dc\uac04\ub3c4 +0.24%\ub85c \uc720\uc9c0\ub3fc 15\ubd84 \uae30\uc900 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uc544\uc9c1 \ud6fc\uc190\ub418\uc9c0 \uc54a\uc558\ub2e4. \ud30c\uc0dd\ub3c4 aggregate_score 0.599, bull_signals 3, bear_signals 0\uc73c\ub85c \ubc29\ud5a5\uc131 \uc790\uccb4\ub294 \uc0c1\ubc29 \uc6b0\uc138\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00 $72,838\ub294 \ub808\uc778\uc9c0 EQ \uc57d $71,939 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc788\uace0, CVD \ub2e4\uc774\ubc84\uc804\uc2a4 0.700\uacfc ls_imbalance 0.742\ub294 \ub2e8\uae30\uc801\uc73c\ub85c \uc0c1\ub2e8 \ucd94\uaca9\ubcf4\ub2e4 \ub418\ub3cc\ub9bc \ud6c4 \uc7ac\uc0c1\uc2b9 \uc2dc\ub098\ub9ac\uc624\ub97c \uc9c0\uc9c0\ud55c\ub2e4. \ud2b9\ud788 fragility_score 0.752\ub85c \uad6c\uc870\ub294 \uc0b4\uc544 \uc788\uc5b4\ub3c4 \ud3ec\uc9c0\uc158 \ucde8\uc57d\uc131\uc774 \ub192\uc544, 4~8\uc2dc\uac04 \ub0b4 \uba3c\uc800 $72,629~$72,407 \uc9c0\uc9c0 \ud14c\uc2a4\ud2b8\uac00 \ub098\uc628 \ub4a4 \ubc84\ud2f0\uba74 $73,450 \uc7ac\ub3c4\uc804, \uc2e4\ud328\ud558\uba74 \ub354 \uae4a\uac8c\ub294 $69,900\ub300 \uc720\ub3d9\uc131 \ud0d0\uc0c9 \uac00\ub2a5\uc131\uc774 \uc788\ub2e4.",
      "key_levels": {
        "support": [
          72732,
          72629,
          72407,
          69900,
          69800,
          69700
        ],
        "resistance": [
          73450,
          75500,
          75600,
          79900
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72407",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\uc5d0\uc11c\ub294 $72,407 \ud558\ud5a5 \uc774\ud0c8\ub85c \ub2e8\uae30 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uae68\uc9c0\uba70, \ub192\uc740 fragility_score 0.752 \ub54c\ubb38\uc5d0 \ub871 \uccad\uc0b0\uc774 \uac00\uc18d\ub420 \uc218 \uc788\ub2e4. \uc774 \uacbd\uc6b0 \uba3c\uc800 $69,900, $69,800, $69,700 \ud558\ubc29 \uc720\ub3d9\uc131 \ud074\ub7ec\uc2a4\ud130\ub97c \ube60\ub974\uac8c \uc2a4\uc715\ud558\ub294 \uc804\uac1c\uac00 \uc5f4\ub9ac\uba70, \ud558\ub2e8 \uc720\ub3d9\uc131 \ud761\uc218 \uc2e4\ud328 \uc2dc strongest_liq_level\uc778 $65,400 \ubc29\ud5a5\uae4c\uc9c0\ub3c4 \ud655\uc7a5\ub420 \uc218 \uc788\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.7,
        "oi_trend": 0.566,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.742,
        "spot_futures_basis_score": 0.488,
        "spot_futures_basis_pct": -0.0474,
        "aggregate_score": 0.599,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            69900,
            1114.039254
          ],
          [
            69800,
            1239.610772
          ],
          [
            69700,
            1413.271909
          ]
        ],
        "liq_above": [
          [
            75500,
            1366.5203330000002
          ],
          [
            75600,
            1233.842656
          ],
          [
            79900,
            1387.8796575
          ]
        ],
        "strongest_liq_level": 65400,
        "fragility_score": 0.752,
        "positioning_extreme": "balanced"
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.67,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.71,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838.00\uac00 \uc9c1\uc804 \ud558\ub77d \uc2a4\uc719($72,945 \u2192 $72,452)\uc758 ret_0.786 $72,839.48\uc5d0 \uc0ac\uc2e4\uc0c1 \uc815\ud655\ud788 \uc811\ucd09 \uc911",
        "0.618 \uace8\ub4e0\ube44\uc728 $72,756.64 \uc704\uc5d0 \uc704\uce58\ud574 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc788\uc73c\uba70, \ub418\ub3cc\ub9bc \uc0c1\ub2e8\uc5d0\uc11c \uacf5\uae09 \ubc18\uc751\uc774 \ub098\uc62c \uc218 \uc788\ub294 \uc790\ub9ac",
        "\uc800\ud56d\uc740 \uc0ac\uc2e4\uc0c1 \ub2e8\uc77c \ud575\uc2ec \ub808\ubca8\uc778 $72,839.48\ub85c \uc555\ucd95\ub418\uc5b4 \uc788\uace0, fib_reaction_state\uac00 testing \uc0c1\ud0dc\uc5ec\uc11c \uc0c1\ub2e8 \ubc18\uc751 \ud655\uc778 \uc804 \ucd94\uaca9 \ub9e4\uc218 \ud6a8\uc728\uc774 \ub0ae\uc74c",
        "\ud558\ub2e8\uc5d0\ub294 $72,756.64 / $72,698.45 / $72,640.26 \uc9c0\uc9c0\ub300\uac00 \uacc4\ub2e8\uc2dd\uc73c\ub85c \ubc30\uce58\ub418\uc5b4 \uc788\uc5b4, \uc800\ud56d \ubc18\uc751 \ubc1c\uc0dd \uc2dc \ub418\ub3cc\ub9bc \ubaa9\ud45c\uac00 \uba85\ud655\ud568",
        "confluence_quality 1.000, reaction_probability 0.65\ub85c \ud53c\ubcf4\ub098\uce58 \ub808\ubca8 \ubc18\uc751 \uc2e0\ub8b0\ub3c4\uac00 \ub192\uc740 \ud3b8\uc774\uba70, \ud2b9\ud788 $72,640 \ubd80\uadfc \ud074\ub7ec\uc2a4\ud130(count 6)\uac00 \ud575\uc2ec \uc790\uc11d \uad6c\uac04"
      ],
      "reasoning": "\ud604\uc7ac BTC\ub294 \ud558\ub77d \uc2a4\uc719 $72,945 \u2192 $72,452 \uae30\uc900 0.786 \ub418\ub3cc\ub9bc\uc778 $72,839.48\uc744 \ud14c\uc2a4\ud2b8\ud558\uace0 \uc788\uc73c\uba70, \ud604\uc7ac\uac00 $72,838.00\uc640\uc758 \uac70\ub9ac\uac00 \uc0ac\uc2e4\uc0c1 0%\uc785\ub2c8\ub2e4. \uc774\ub294 0.618 \uace8\ub4e0\ube44\uc728 $72,756.64\ub97c \uc774\ubbf8 \ud68c\ubcf5\ud55c \ub4a4 \ub354 \uae4a\uc740 \ub418\ub3cc\ub9bc \uad6c\uac04\uae4c\uc9c0 \uc62c\ub77c\uc628 \uc0c1\ud0dc\ub85c, \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc544\uc9c1 \uba85\ud655\ud55c \uc0c1\ud5a5 \ub3cc\ud30c \ud655\uc815\uc774 \uc5c6\uc73c\ubbc0\ub85c \uc911\ub9bd\uc774\uc9c0\ub9cc \ub2e8\uae30 \uc14b\uc5c5\uc740 \uc0c1\ub2e8 \uc800\ud56d \ubc18\uc751 \uac00\ub2a5\uc131\uc744 \uc6b0\uc120 \ubd10\uc57c \ud569\ub2c8\ub2e4. \uc544\ub798\ub85c\ub294 $72,756.64, $72,698.45, $72,640.26\uc774 \uc21c\ucc28 \uc9c0\uc9c0\uc774\uba70, \ud2b9\ud788 $72,642.05 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc874\uc740 \ub2e4\uc218 \ub808\ubca8\uc774 \uc911\ucca9\ub41c \uace0\ud655\ub960 \ubc18\uc751 \uad6c\uac04\uc785\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,839.48\ub97c 15\ubd84\ubd09 \uae30\uc900\uc73c\ub85c \uc218\uc6a9\ud558\uace0 \uc9c1\uc804 \uc2a4\uc719 \uace0\uc810 $72,945\ub97c \ub118\uae30\uba74 \ud604\uc7ac\uc758 \ub2e8\uae30 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub418\uace0 \uc0c1\ubc29 \uad6c\uc870 \uc804\ud658 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72756.64,
          72698.45,
          72640.26,
          72451.9,
          72317.78
        ],
        "resistance": [
          72839.48,
          72945.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72945.00",
      "risk_scenario": "\ub9cc\uc57d $72,839.48 \uc800\ud56d \ud14c\uc2a4\ud2b8\uac00 \uc2e4\ud328\uac00 \uc544\ub2c8\ub77c \ud761\uc218\ub85c \ud574\uc11d\ub418\uace0, \uac00\uaca9\uc774 $72,945.00 \uc704\uc5d0\uc11c \uc548\ucc29\ud558\uba74 0.786 \uc800\ud56d \ubc18\ub77d \uc2dc\ub098\ub9ac\uc624\ub294 \uae68\uc9d1\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ud604\uc7ac\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc740 \ub2e8\uc21c \ub418\ub3cc\ub9bc\uc774 \uc544\ub2c8\ub77c \ucd94\uc138 \uc7ac\uac1c \uc804\uac1c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc73c\uba70, \uc20f \uad00\uc810\uc740 \uc20f \uc2a4\ud034\uc988\uc5d0 \ub178\ucd9c\ub429\ub2c8\ub2e4. \ubc18\ub300\ub85c \uc544\ub798 \uc9c0\uc9c0\uc778 $72,756.64\uac00 \uc774\ud0c8\ub418\uba74 $72,698.45\uc640 $72,640.26\uae4c\uc9c0\uc758 \ube60\ub978 \ub418\ub3cc\ub9bc\uc774 \uc5f4\ub9b4 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "High\u2192Low: $72,945 \u2192 $72,452",
        "direction": "down",
        "nearest_fib": "ret_0.786",
        "nearest_fib_price": 72839.48,
        "nearest_fib_distance": 0.0,
        "golden_ratio_level": 72756.64,
        "fib_ret_382": 72640.26,
        "fib_ret_618": 72756.64,
        "confluence_zones": [
          {
            "price": 72642.05,
            "count": 6,
            "levels": [
              "ext_1.0",
              "ret_0.236",
              "ret_0.382",
              "ret_0.5",
              "ret_0.236",
              "ret_0.618"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 72193.42,
            "count": 5,
            "levels": [
              "ext_2.0",
              "ext_1.618",
              "ext_1.414",
              "ret_0.382",
              "ext_1.272"
            ],
            "cluster_score": 1.0
          },
          {
            "price": 71725.16,
            "count": 3,
            "levels": [
              "ret_0.618",
              "ext_2.618",
              "ret_0.5"
            ],
            "cluster_score": 0.85
          }
        ],
        "support_levels": [
          72756.6358,
          72698.45,
          72640.26419999999
        ],
        "resistance_levels": [
          72839.4766
        ],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72568.27,
            "distance_pct": 0.37,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.382",
            "price": 72640.26,
            "distance_pct": 0.27,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.5",
            "price": 72698.45,
            "distance_pct": 0.19,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.618",
            "price": 72756.64,
            "distance_pct": 0.11,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ret_0.786",
            "price": 72839.48,
            "distance_pct": 0.0,
            "is_support": false,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.0",
            "price": 72451.9,
            "distance_pct": 0.53,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.272",
            "price": 72317.78,
            "distance_pct": 0.71,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.414",
            "price": 72247.76,
            "distance_pct": 0.81,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_1.618",
            "price": 72147.16,
            "distance_pct": 0.95,
            "is_support": true,
            "cluster_score": 1.0
          },
          {
            "name": "ext_2.0",
            "price": 71958.8,
            "distance_pct": 1.21,
            "is_support": true,
            "cluster_score": 1.0
          }
        ],
        "confluence_quality": 1.0,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.6,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,838\ub294 \ucd5c\uadfc 7\uc77c \ubc94\uc704($70,428~$73,450)\uc758 \uc911\uac04\uac12(EQ) \uc57d $71,939 \uc704\uc5d0 \uc788\uc5b4 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uc9c1\uc804 \uc2a4\uc719 \uc800\uc810\uc774 idx 287\uc758 $72,451.9\ub85c \uae30\ub85d\ub41c \ub4a4 \ud604\uc7ac\uac00\uac00 \uc18c\ud3ed \ubc18\ub4f1\ud588\uc9c0\ub9cc, 7\uc77c \uace0\uc810 $73,450 \uc544\ub798\uc5d0\uc11c \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5\uc5d0 \uc2e4\ud328",
        "EMA20 $72,732.28 \ubc14\ub85c \uc704, EMA120 $72,629.28 \ubc0f EMA240 $72,407.65 \uc704\uc5d0 \uc788\uc73c\ub098 \uc774\uaca9\uc774 \uac01\uac01 +0.1%, +0.3%, +0.6%\ub85c \ub9e4\uc6b0 \uc791\uc544 \ucd94\uc138 \ucd94\uc9c4\ub825 \uc57d\ud654 \uc2e0\ud638",
        "\ucd5c\uadfc 5\uac1c 15\ubd84 \ubd09\uc774 \u25b2+0.0%~\u25b2+0.1% \uc218\uc900\uc758 \ubbf8\uc138 \uc0c1\uc2b9\ub9cc \ubc18\ubcf5\ud574, \uc0c1\uc2b9 \uad6c\uc870 \uc720\uc9c0 \ub300\ube44 \ub2e8\uae30 \ub9e4\uc218 \ucd94\uc885 \uc5d0\ub108\uc9c0\uac00 \uc57d\ud568",
        "\uc5c4\uaca9\ud55c \uad50\uc815 \ud30c\ub3d9 \ud6c4\ubcf4\uc758 b \ub418\ub3cc\ub9bc\uc774 0.53\uc73c\ub85c \ub098\ud0c0\ub098, \uc0c1\uc2b9 \ucd94\uc138 \uc7ac\uac1c \uc804 A-B-C \ud615\ud0dc\uc758 \uc911\uac04 \uc870\uc815\uc774 \uc9c4\ud589 \uc911\uc77c \uac00\ub2a5\uc131"
      ],
      "reasoning": "\uc5d8\ub9ac\uc5b4\ud2b8 \uae30\uc900\uc5d0\uc11c \ud655\uc778\ub41c \ucd5c\uc2e0 \ucda9\uaca9\ud30c \ud6c4\ubcf4\ub294 $71,382.1 \u2192 $71,840.8 \u2192 $71,960.5 \u2192 $72,467.3 \u2192 $71,868.5 \uad6c\uac04\uc774\uba70, wave_quality 0.5\uc640 w3_extension 1.1\ub85c \uc720\ud6a8\uc131\uc740 \uc788\uc73c\ub098 \uac15\ud55c \ucd94\uc138\ud615 \ucda9\uaca9\ud30c\ub85c \ubcf4\uae30\ub294 \ubd80\uc871\ud569\ub2c8\ub2e4. \uc774\ud6c4 \uc2dc\uc7a5\uc740 impulse 1\uac1c \ub300\ube44 corrective 16\uac1c\uac00 \uc9d1\uacc4\ub418\uc5b4 \ud604\uc7ac \uad6d\uba74\uc740 \ucd94\uc138 \ud655\uc7a5\ubcf4\ub2e4\ub294 \uad50\uc815 \uc6b0\uc138\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \ud0c0\ub2f9\ud558\uba70, current_wave_position\ub3c4 unknown\uc73c\ub85c \ud655\uc815 \ud30c\ub3d9 \uc704\uce58\uac00 \ubd88\uba85\ud655\ud569\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 \uac00\uaca9\uc774 EMA20/120/240 \uc704\uc5d0 \uc788\uc5b4 \uc644\uc804\ud55c \uc57d\uc138 \uc804\ud658\uc774 \ud655\uc778\ub418\uc9c0\ub294 \uc54a\uc558\uc9c0\ub9cc, $73,450 \uc800\ud56d\uc744 \ub3cc\ud30c\ud558\uc9c0 \ubabb\ud55c \ucc44 $72,838\uc5d0\uc11c \uc815\uccb4\ub418\uace0 \uc788\uc5b4 \uba85\ud655\ud55c BOS\ub098 5\ud30c \uc644\uc131 \ud655\uc778\ub3c4 \uc5c6\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870 \ud3b8\ud5a5\uc740 \uc911\ub9bd, \ub2e4\ub9cc \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \uccb4\ub958\uc640 \uc0c1\ub2e8 \uc800\ud56d \uc778\uc811, \uc57d\ud55c \ubaa8\uba58\ud140\uc744 \uace0\ub824\ud558\uba74 \ub2e8\uae30 \uc14b\uc5c5\uc740 $72,451.9 \uc7ac\uc2dc\ud5d8 \ub610\ub294 \uadf8 \uc544\ub798 EMA240 $72,407.65 \ubc29\ud5a5\uc758 \ud558\ubc29 \uc555\ub825\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72451.9,
          72407.65,
          72120.0,
          71868.5,
          71382.1
        ],
        "resistance": [
          72838.0,
          72960.5,
          73000.0,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.0",
      "risk_scenario": "$73,450\uc744 15\ubd84 \ubd09 \uc885\uac00 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uba74 \ud604\uc7ac\uc758 \uad50\uc815 \uc6b0\uc138 \ud574\uc11d\uc740 \ubb34\ud6a8\ud654\ub418\uba70, $72,451.9 \uc800\uc810\uc774 \uad50\uc815 \uc885\ub8cc\uc810\uc73c\ub85c \ud655\uc815\ub418\uba74\uc11c \uc0c1\uc704 degree\uc758 3\ud30c \ub610\ub294 5\ud30c \uc5f0\uc7a5 \uc2dc\ub098\ub9ac\uc624\ub85c \uc7ac\ud574\uc11d\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,451.9\uac00 \uc774\ud0c8\ub418\uba74 \ub2e8\uae30 \ud558\ubc29 \uc870\uc815\uc774 \uac15\ud654\ub418\uc5b4 EMA240 $72,407.65 \ubc0f \uc774\uc804 \ucda9\uaca9\ud30c \uc885\uc810 $71,868.5\uae4c\uc9c0 \ub20c\ub9bc\uc774 \ud655\ub300\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "wave_count_summary": "1 impulse + 16 corrective",
        "current_wave_position": "unknown",
        "impulse_candidates_found": 1,
        "corrective_candidates_found": 3,
        "swing_points_used": 48,
        "last_swing": {
          "idx": 287,
          "price": 72451.9,
          "type": "low"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bullish",
            "wave_quality": 0.5,
            "tier": "candidate",
            "w3_extension": 1.1
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.68
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.41
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.53
          }
        ],
        "wave_count_confidence": 0.6,
        "alternate_count_present": true,
        "latest_impulse": {
          "direction": "bullish",
          "w3_extension": 1.1,
          "w2_retracement": -0.261,
          "fib_ideal_w2": false,
          "fib_ideal_w3": false,
          "wave_price_points": [
            71382.1,
            71840.8,
            71960.5,
            72467.3,
            71868.5
          ],
          "start_to_end_idx": [
            170,
            193
          ]
        }
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.62,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.74,
      "active_setups": [
        "\ud604\uc7ac\uac00 $72,838\uac00 EQ $72,698.45 \ubc0f 7\uc77c EQ \uc57d $71,939 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\ud53c\ubcf4\ub098\uce58 0.786 \ub418\ub3cc\ub9bc \uc800\ud56d $72,839.48\uc744 \uc815\ubc00 \ud14c\uc2a4\ud2b8 \uc911",
        "\ucd5c\uadfc \uc57d\uc138 \uce94\ub4e4 \uc2dc\uadf8\ub110 \uc6b0\uc138: bearish engulfing, shooting star 2\ud68c",
        "ICT \uae30\uc900 bearish CHoCH/BOS \uc774\ud6c4 deep premium retracement 77.5% \uc0c1\ud0dc",
        "\uc0c1\ub2e8 \ubc94\uc704 \uace0\uc810 $72,945 \ubc0f \uc9c1\uc804 \uace0\uac00/\uc720\ub3d9\uc131 \uad6c\uac04 \uc778\uc811",
        "\ud30c\uc0dd \uce21\uba74\uc5d0\uc11c CVD divergence 0.700, fragility score 0.752\ub85c \uc0c1\ub2e8 \ucd94\uaca9 \ud488\uc9c8 \uc800\ud558"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 EMA \uc0c1\ubc29 \uc720\uc9c0\uc640 Wyckoff \ub204\uc801 \ud574\uc11d \ub54c\ubb38\uc5d0 \uc57d\ud55c \uac15\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5\uc73c\ub85c \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc704 \uad6c\uac04\uc73c\ub85c \ud574\uc11d\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc989 \ud070 \uad6c\uc870\uc640 \uc989\uc2dc \uc2e4\ud589 \uc870\uac74\uc774 \uc5c7\uac08\ub9ac\uba70, \ud604\uc7ac \uc704\uce58\ub294 \ucd94\uc138 \ucd94\uc885\ubcf4\ub2e4 \uad6c\uc870 \uac80\uc99d\uc774 \ub354 \uc911\uc694\ud55c \ud504\ub9ac\ubbf8\uc5c4 \uc7ac\ud3c9\uac00 \uad6c\uac04\uc785\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 1,
      "neutral_count": 4
    },
    "key_levels": {
      "support": [
        72774.8,
        72732.28,
        72698.45,
        72629.28,
        72566.4,
        72560.4,
        72451.9,
        72407.65,
        72350.0,
        71539.9
      ],
      "resistance": [
        72839.48,
        72869.9,
        72945.0,
        73000.0,
        73450.0
      ]
    },
    "confluences": [
      "\uce94\ub4e4, \ud558\ubaa8\ub2c9, ICT, \ud53c\ubcf4\ub098\uce58, \uc5d8\ub9ac\uc5b4\ud2b8\uac00 \ubaa8\ub450 \ud604\uc7ac\uac00\ub97c \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc73c\ub85c \ud3c9\uac00\ud558\uba70 \ub2e8\uae30 \uacf5\uae09 \uc6b0\uc138 \uc870\uac74\uc73c\ub85c \ud574\uc11d",
      "EMA20 $72,732.28\uc640 EMA120 $72,629.28, EMA240 $72,407.65 \uc704\uc5d0\uc11c \uac70\ub798 \uc911\uc774\ub77c\ub294 \uc810\uc740 \uce94\ub4e4, \ud558\ubaa8\ub2c9, \ud30c\uc0dd, \uc5d8\ub9ac\uc5b4\ud2b8\uac00 \uacf5\ud1b5 \ud655\uc778",
      "\ud53c\ubcf4\ub098\uce58 $72,839.48, Wyckoff SOS $72,869.9, ICT \uc544\uc2dc\uc544 \uc138\uc158 \uace0\uac00 $72,869.9, \ud558\ubaa8\ub2c9 \ubc94\uc704 \uc0c1\ub2e8 $72,945\uac00 \ubaa8\ub450 \ud604\uc7ac\uac00 \ubc14\ub85c \uc704 \uc0c1\ub2e8 \uc800\ud56d \uad70\uc9d1\uc744 \ud615\uc131",
      "\ud558\ub2e8 \uccab \uad6c\uc870 \ubc29\uc5b4\uc120\uc73c\ub85c $72,732~$72,629 \uad6c\uac04\uc744 \uce94\ub4e4, \ud558\ubaa8\ub2c9, \ud30c\uc0dd, \ud53c\ubcf4\ub098\uce58\uac00 \uacf5\ud1b5 \uc9c0\uc9c0\ub300\ub85c \uc81c\uc2dc",
      "ICT\uc758 bearish BOS \ub808\ubca8 $72,566.4\uc640 Wyckoff Spring $72,560.4\uac00 \uac70\uc758 \ub3d9\uc77c \uac00\uaca9\ub300\ub85c \uacb9\uccd0, \uc774 \uad6c\uac04\uc774 \uad6c\uc870 \ud310\uc815\uc758 \ud575\uc2ec \ubd84\uae30\uc810\uc73c\ub85c \ud569\uc758\ub428",
      "\uc0c1\uc704 \uc800\ud56d $73,450\uc740 \uce94\ub4e4, \ud558\ubaa8\ub2c9, ICT, Wyckoff, \ud30c\uc0dd, \uc5d8\ub9ac\uc5b4\ud2b8\uac00 \uacf5\ud1b5\uc73c\ub85c \uc8fc\uc694 \uc0c1\ub2e8 \uad6c\uc870 \ub808\ubca8\ub85c \uc778\uc2dd"
    ],
    "conflicts": [
      "ICT\ub294 \ucd5c\uadfc CHoCH bearish\uc640 BOS bearish \uc5f0\uc18d\uc744 \uadfc\uac70\ub85c \uad6c\uc870 \uc790\uccb4\ub97c \uc57d\uc138\ub85c \ubcf4\uc9c0\ub9cc, Wyckoff\ub294 \uac19\uc740 \uad6c\uac04\uc744 Spring \uc774\ud6c4 SOS-Backup\uc774 \uc9c4\ud589\ub41c \ub204\uc801 \ud6c4\ubc18\ubd80\ub85c \ud574\uc11d\ud569\ub2c8\ub2e4.",
      "\ud30c\uc0dd\uacfc \uce94\ub4e4 \ubd84\uc11d\uc740 \uad6c\uc870\ub294 \uc544\uc9c1 \uc0c1\ubc29\uc774\ub77c\uace0 \ubcf4\uba74\uc11c\ub3c4 \uc2e4\ud589 \uc14b\uc5c5\uc740 \uc57d\uc138\ub77c\uace0 \ud310\ub2e8\ud574, \uad6c\uc870\uc640 \ub2e8\uae30 \uc870\uac74\uc744 \ubd84\ub9ac\ud569\ub2c8\ub2e4. \ubc18\uba74 ICT\ub294 \uad6c\uc870\uc640 \uc14b\uc5c5\uc744 \ubaa8\ub450 \uc57d\uc138\ub85c \uc77c\uce58\uc2dc\ud0b5\ub2c8\ub2e4.",
      "\ud558\ubaa8\ub2c9\uacfc \uc5d8\ub9ac\uc5b4\ud2b8\ub294 \ub69c\ub837\ud55c \ud328\ud134 \ud655\uc99d\uc774 \ubd80\uc871\ud574 \uad6c\uc870\ub97c \uc911\ub9bd\uc73c\ub85c \ub450\uba70, Wyckoff\ucc98\ub7fc \uc801\uadf9\uc801 \uac15\uc138 \uad6c\uc870 \ud310\uc815\uae4c\uc9c0\ub294 \uac00\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4."
    ],
    "executive_summary": "15\ubd84 BTC \uad6c\uc870\ub294 \uc644\uc804\ud55c \ucd94\uc138 \ud655\uc7a5\ubcf4\ub2e4\ub294 \uc7ac\uad6c\uc131 \uad6d\uba74\uc5d0 \uac00\uae5d\uc9c0\ub9cc, \uc885\ud569\ud558\uba74 EMA20/120/240 \uc0c1\ubc29 \uc720\uc9c0\uc640 Wyckoff\uc758 Spring $72,560.4 \uc774\ud6c4 SOS $72,869.9, BU $72,774.8 \ud574\uc11d \ub54c\ubb38\uc5d0 \uad6c\uc870 \ud3b8\ud5a5\uc740 \uc57d\ud55c \uac15\uc138\ub85c \ub0a8\uc544 \uc788\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uc704\uce58\ub294 EQ $72,698.45 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc774\uba70 \ud53c\ubcf4\ub098\uce58 0.786 \uc800\ud56d $72,839.48\uacfc \ubc94\uc704 \uc0c1\ub2e8 $72,945 \ubc14\ub85c \uc544\ub798\ub77c\uc11c, \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 \uacf5\uae09 \ubc18\uc751 \uc870\uac74\uc744 \uc6b0\uc138\ud558\uac8c \ubcf4\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud575\uc2ec \uad6c\uc870 \ubd84\uae30\uc810\uc740 $72,566.4~$72,560.4\ub85c, \uc774 \ub808\ubca8\uc740 ICT\uc758 bearish BOS\uc640 Wyckoff Spring\uc774 \uacb9\uce58\ub294 \uad6c\uac04\uc774\ub77c \uc9c0\uc9c0 \uc2e4\ud328 \uc2dc \uad6c\uc870 \ud574\uc11d \ucda9\ub3cc\uc774 \uc57d\uc138 \ucabd\uc73c\ub85c \uc815\ub9ac\ub420 \uac00\ub2a5\uc131\uc774 \ud07d\ub2c8\ub2e4. \ubc18\ub300\ub85c \ud604\uc7ac \uad6c\uc870 \uac15\uc138 \ud574\uc11d\uc774 \uc720\uc9c0\ub418\ub824\uba74 \ucd5c\uc18c\ud55c AR \uc7ac\uc7a5\uc545 \uae30\uc900\uc778 $72,350 \uc704 \uccb4\ub958\uac00 \ud544\uc694\ud558\uba70, $71,539.9\ub294 \ub204\uc801 \uad6c\uc870\uc758 \ucd5c\uc885 \ubc29\uc5b4\uc120\uc785\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.62,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.65,
    "waypoints": [
      {
        "seq": 1,
        "price": 72642.05,
        "type": "support_test",
        "source": "Fibonacci (strict confluence, score 1.0), Candlestick/Harmonic/Derivatives (EMA20 $72,732 \ubc0f EMA120 $72,629 \uc9c0\uc9c0 \ud569\uc758)",
        "description": "\ud604\uc7ac\uac00 $72,838\ub294 \ud53c\ubcf4\ub098\uce58 0.786 $72,839.48\uc744 \uc815\ubc00 \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70 bearish_engulfing\u00b7shooting_star\u00b7CVD divergence 0.700\u00b7fragility 0.752\uac00 \uacf5\uae09 \ubc18\uc751\uc744 \uc9c0\uc9c0. \uc14b\uc5c5 \ud3b8\ud5a5 74% \uc57d\uc138\ub97c \uc874\uc911\ud574 \uccab \uc6e8\uc774\ud3ec\uc778\ud2b8\ub294 WP1 \ud6c4\ubcf4 \uc911 \ucd5c\uadfc\uc811\u00b7\ucd5c\uace0 \uc810\uc218\uc778 fib confluence strict \uad6c\uac04 $72,642.05\ub85c \uc124\uc815\ud558\uba70, \uc774\ub294 EMA20/EMA120 \uc0ac\uc774\uc758 1\ucc28 \uad6c\uc870 \ubc29\uc5b4\uc120\uacfc \uac70\uc758 \uc77c\uce58.",
        "est_hours": 3.0,
        "turning_zone": [
          72595.0,
          72642.05
        ],
        "likely_wick": 72629.28,
        "rejection_confirm": 72698.45,
        "invalid_overshoot": 72566.4,
        "calibration_reasoning": "fib confluence 6-level \ud074\ub7ec\uc2a4\ud130($72,642.05)\uc640 Chairman \uc9c0\uc9c0 $72,629.28\uc744 \uc575\ucee4\ub85c \uc0ac\uc6a9\ud588\uace0, \uc874 \ud3ed\uc740 ATR\uc758 \uc57d 0.4\ubc30($45)\ub85c \uc881\uac8c \uc124\uc815. Wick\uc740 \uae30\uad00 \uc720\ub3d9\uc131\uc774 \uc313\uc778 $72,629.28 \uadfc\ucc98\uc5d0\uc11c \ubc1c\uc0dd \uac00\ub2a5\uc131\uc774 \uac00\uc7a5 \ub192\uc73c\uba70, Wyckoff Spring $72,566.4 \uc774\ud0c8 \uc2dc WP1 \uad6c\uc870\ub294 \ubb34\ud6a8\ud654\ub428."
      },
      {
        "seq": 2,
        "price": 72560.4,
        "type": "liquidity_sweep",
        "source": "ICT (bearish BOS $72,566.4), Wyckoff (Spring $72,560.4), Chairman (\uad6c\uc870 \ubd84\uae30\uc810)",
        "description": "ICT\uc758 bearish BOS $72,566.4\uc640 Wyckoff Spring $72,560.4\uac00 \uac70\uc758 \ub3d9\uc77c \uac00\uaca9\ub300\uc5d0 \uacb9\uce58\ub294 \ud575\uc2ec \ubd84\uae30\uc810. \ud504\ub9ac\ubbf8\uc5c4 \uc7ac\ud3c9\uac00\uac00 \uc9c4\ud589\ub418\uba74 \uc774 \uad6c\uac04 \uc544\ub798\uc758 \uc720\ub3d9\uc131\uc744 \uc2a4\uc715\ud558\uba70 Spring \uc7ac\uac80\uc99d\uc774 \uc9c4\ud589\ub420 \ud655\ub960\uc774 \ub192\uc74c. \uc774 \ub808\ubca8\uc5d0\uc11c\uc758 \ubc18\uc751\uc774 \uad6c\uc870 \ud574\uc11d(\uac15\uc138 \ub204\uc801 \uc720\uc9c0 vs \uc57d\uc138 \ud574\uc18c)\uc758 \ucd5c\uc885 \ud310\uc815\uc744 \uc88c\uc6b0.",
        "est_hours": 7.0,
        "turning_zone": [
          72503.0,
          72566.4
        ],
        "likely_wick": 72510.0,
        "rejection_confirm": 72629.28,
        "invalid_overshoot": 72451.9,
        "calibration_reasoning": "ICT BOS $72,566.4\uc640 Wyckoff Spring $72,560.4\uc758 \uc774\uc911 \ubd84\uae30\uc810 \uc544\ub798\ub85c Spring \uc804\ud615\uc801 sweep \ud328\ud134\uc744 \uace0\ub824\ud574 0.5\u00d7ATR(~$57) \ud3ed\uc744 \uc124\uc815. Likely wick\uc740 Spring \ud558\ub2e8 $72,510\ub300\uc5d0\uc11c \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 \ubc18\ub4f1 \uac00\ub2a5\uc131\uc774 \uac00\uc7a5 \ub192\uace0, \uc9c1\uc804 swing low $72,451.9 \uc774\ud0c8 \uc2dc Spring \uc2e4\ud328\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 3,
        "price": 72774.8,
        "type": "resistance_test",
        "source": "Wyckoff (BU $72,774.8), Chairman (\uac15\uc138 \uad6c\uc870 \uc720\uc9c0 \uc870\uac74)",
        "description": "Spring $72,560.4 \ubc29\uc5b4\uc5d0 \uc131\uacf5\ud558\uba74 Wyckoff BU \uc9c0\uc810\uc774\uc790 \uc9c1\uc804 \uc9c0\uc9c0\uc600\ub358 $72,774.8\uc744 \uc7ac\uc811\ucd09\ud558\ub294 \ubc31\uc5c5 \uc644\ub8cc\ud615 \ubcf5\uc6d0 \uacbd\ub85c\uac00 \uac00\uc7a5 \uad6c\uc870\uc801\uc73c\ub85c \ud569\ub9ac\uc801. \uad6c\uc870 \ud3b8\ud5a5(\uc57d\ud55c \uac15\uc138)\uacfc EMA20 \uc7ac\uc7a5\uc545 \uc870\uac74\uc774 \ucda9\uc871\ub418\ub294 \ubc18\ub4f1 \ubaa9\ud45c\ub85c, \uc5ec\uae30\uc11c \ubc18\uc751\uc774 \uac15\ud574\uc9c0\uba74 SOS $72,869.9\uae4c\uc9c0 \uc5f0\uc7a5 \uac00\ub2a5. \uc2e4\ud328 \uc2dc $72,629~$72,560 \uc7ac\uc774\ud0c8\ub85c \ud558\ubc29 \ud655\uc7a5.",
        "est_hours": 16.0,
        "turning_zone": [
          72774.8,
          72865.8
        ],
        "likely_wick": 72839.48,
        "rejection_confirm": 72732.28,
        "invalid_overshoot": 72869.9,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c 0.8\u00d7ATR(~$91) \ud3ed \uc801\uc6a9, \uad6c\uc870\uc801 \ubaa9\ud45c $72,774.8\uc5d0\uc11c Fib 0.786 $72,839.48(\uac15\ud55c \uc790\uae30\uc7a5) \ubc0f SOS \uc9c1\uc804\uae4c\uc9c0 \ud655\uc7a5. Likely wick\uc740 \ud604\uc7ac\uac00\uc640 \ub3d9\uc77c\ud55c $72,839.48(\uc774\ubbf8 \uc815\ubc00 \ud14c\uc2a4\ud2b8 \uc911\uc778 fib \ub808\ubca8)\uc5d0 \ud3b8\ud5a5\ub418\uba70, SOS $72,869.9 \ub3cc\ud30c \uc2dc resistance_test \ubb34\ud6a8\ud654\ub418\uace0 swing high $72,945\ub85c \uc5f0\uc7a5."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 72845.0,
        "expected_low": 72642.05,
        "high_first": true
      },
      "8h": {
        "expected_high": 72845.0,
        "expected_low": 72560.4,
        "high_first": true
      },
      "24h": {
        "expected_high": 72869.9,
        "expected_low": 72560.4,
        "high_first": false
      }
    },
    "triggers": {
      "bullish": {
        "price": 72945.0,
        "description": "$72,945(\ud558\ubaa8\ub2c9 \ubc94\uc704 \uc0c1\ub2e8\u00b77\uc77c \uace0\uac00\uad70 \uc778\uc811) 15\ubd84 \uc885\uac00 \uc218\uc6a9 \uc2dc \ud504\ub9ac\ubbf8\uc5c4 \uac70\ubd80 \uac00\uc124 \ubb34\ud6a8\ud654, \ud53c\ubcf4\ub098\uce58 0.786 \ub3cc\ud30c\uc640 SOS $72,869.9 \uc7ac\uc7a5\uc545\uc774 \ub3d9\uc2dc \uc131\ub9bd\ud558\uba70 $73,000~$73,450\ub85c \uc0c1\ubc29 \ud655\uc7a5 \uc804\ud658"
      },
      "bearish": {
        "price": 72560.4,
        "description": "$72,560.4(Wyckoff Spring) \ubc0f $72,566.4(ICT bearish BOS) \ud558\ud5a5 \uc774\ud0c8\uc774 15\ubd84 \uc885\uac00 \uae30\uc900 \ud655\uc815\ub418\uba74 \ub204\uc801 \ud574\uc11d \ubd95\uad34, AR $72,350 \uc7ac\uc9c4\uc785 \ub9ac\uc2a4\ud06c \ud655\ub300\uc640 \ud568\uaed8 $72,451.9 \u2192 $72,350 \ud558\ubc29 \uac00\uc18d"
      }
    },
    "scenario_invalidation": 73000.0
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 72642.05,
        "turning_zone": [
          72595.0,
          72642.05
        ],
        "likely_wick": 72629.28,
        "rejection_confirm": 72698.45,
        "invalid_overshoot": 72566.4,
        "calibration_reasoning": "fib confluence 6-level \ud074\ub7ec\uc2a4\ud130($72,642.05)\uc640 Chairman \uc9c0\uc9c0 $72,629.28\uc744 \uc575\ucee4\ub85c \uc0ac\uc6a9\ud588\uace0, \uc874 \ud3ed\uc740 ATR\uc758 \uc57d 0.4\ubc30($45)\ub85c \uc881\uac8c \uc124\uc815. Wick\uc740 \uae30\uad00 \uc720\ub3d9\uc131\uc774 \uc313\uc778 $72,629.28 \uadfc\ucc98\uc5d0\uc11c \ubc1c\uc0dd \uac00\ub2a5\uc131\uc774 \uac00\uc7a5 \ub192\uc73c\uba70, Wyckoff Spring $72,566.4 \uc774\ud0c8 \uc2dc WP1 \uad6c\uc870\ub294 \ubb34\ud6a8\ud654\ub428."
      },
      {
        "seq": 2,
        "base_target": 72560.4,
        "turning_zone": [
          72503.0,
          72566.4
        ],
        "likely_wick": 72510.0,
        "rejection_confirm": 72629.28,
        "invalid_overshoot": 72451.9,
        "calibration_reasoning": "ICT BOS $72,566.4\uc640 Wyckoff Spring $72,560.4\uc758 \uc774\uc911 \ubd84\uae30\uc810 \uc544\ub798\ub85c Spring \uc804\ud615\uc801 sweep \ud328\ud134\uc744 \uace0\ub824\ud574 0.5\u00d7ATR(~$57) \ud3ed\uc744 \uc124\uc815. Likely wick\uc740 Spring \ud558\ub2e8 $72,510\ub300\uc5d0\uc11c \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 \ubc18\ub4f1 \uac00\ub2a5\uc131\uc774 \uac00\uc7a5 \ub192\uace0, \uc9c1\uc804 swing low $72,451.9 \uc774\ud0c8 \uc2dc Spring \uc2e4\ud328\ub85c \ubb34\ud6a8\ud654."
      },
      {
        "seq": 3,
        "base_target": 72774.8,
        "turning_zone": [
          72774.8,
          72865.8
        ],
        "likely_wick": 72839.48,
        "rejection_confirm": 72732.28,
        "invalid_overshoot": 72869.9,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \uc6e8\uc774\ud3ec\uc778\ud2b8\ub85c 0.8\u00d7ATR(~$91) \ud3ed \uc801\uc6a9, \uad6c\uc870\uc801 \ubaa9\ud45c $72,774.8\uc5d0\uc11c Fib 0.786 $72,839.48(\uac15\ud55c \uc790\uae30\uc7a5) \ubc0f SOS \uc9c1\uc804\uae4c\uc9c0 \ud655\uc7a5. Likely wick\uc740 \ud604\uc7ac\uac00\uc640 \ub3d9\uc77c\ud55c $72,839.48(\uc774\ubbf8 \uc815\ubc00 \ud14c\uc2a4\ud2b8 \uc911\uc778 fib \ub808\ubca8)\uc5d0 \ud3b8\ud5a5\ub418\uba70, SOS $72,869.9 \ub3cc\ud30c \uc2dc resistance_test \ubb34\ud6a8\ud654\ub418\uace0 swing high $72,945\ub85c \uc5f0\uc7a5."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 17.5,
      "chairman": 25.8,
      "operating_path": 77.3,
      "tp_calibrator": 36.0
    },
    "agents": {},
    "total_s": 156.6
  }
}