{
  "symbol": "BTC/USDT",
  "timeframe": "1h",
  "timestamp": "2026-04-11 17:00 KST",
  "last_price": 72625.4,
  "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 $72,625.40\uac00 7\uc77c \ubc94\uc704 \uc911\uac04\uac12(EQ) \uc57d $70,012.75 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uc874\uc5d0 \uc704\uce58",
        "\ud604\uc7ac\uac00\uac00 EMA20 $72,687.77 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uc218\uae09 \ub454\ud654 \uc2e0\ud638",
        "7\uc77c \uace0\uc810 $73,450.00 \uc778\uadfc \uc800\ud56d\uc774 \ubc14\ub85c \uc704\uc5d0 \ub0a8\uc544 \uc788\uc5b4 \ub9e4\uc218 \uc720\ub3d9\uc131 \ud761\uc218 \ud6c4 \ub418\ubc00\ub9bc \uac00\ub2a5\uc131",
        "\ucd5c\uadfc 5\uac1c \uce94\ub4e4\uc774 \u25bc-0.1% | \u25bc-0.1% | \u25b2+0.1% | \u25bc-0.0% | \u25bc-0.1%\ub85c \uc5f0\uc18d \uc555\ucd95\ub418\uc5b4 \uc0c1\ub2e8 \uc800\ud56d\uad8c\uc5d0\uc11c \ubaa8\uba58\ud140 \uc57d\ud654",
        "\ucd5c\uadfc \ud328\ud134\uc5d0 bearish_engulfing@291, doji@293\uac00 \ud3ec\ud568\ub418\uc5b4 \uc788\uc73c\uba70 \uace0\uc810 \ubd80\uadfc \ubd88\ud655\uc2e4\uc131\uacfc \ub2e8\uae30 \ubd84\ubc30 \uac00\ub2a5\uc131 \uc2dc\uc0ac"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $72,625.40\uac00 EMA120 $71,079.77 \uc704, EMA240 $69,818.75 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 1\uc2dc\uac04 \uae30\uc900 \uc911\uae30 \ucd94\uc138\ub294 \uc544\uc9c1 \uc0c1\uc2b9 \uc6b0\uc704\uc785\ub2c8\ub2e4. \ub610\ud55c bull_score 2.00\uc774 bear_score 0.75\ubcf4\ub2e4 \ub192\uc544 \ud655\uc778\ub41c \uad6c\uc870 \ud574\uc11d\uc740 bullish\uac00 \ub9de\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ub2e8\uae30 \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \uac00\uaca9\uc774 7\uc77c EQ \uc57d $70,012.75 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc788\uace0, EMA20 $72,687.77 \uc544\ub798\uc5d0\uc11c \ub20c\ub9ac\uba70 7\uc77c \uace0\uc810 $73,450.00 \uc800\ud56d\uc744 \ubc14\ub85c \uc55e\uc5d0 \ub454 \uc0c1\ud0dc\ub77c setup\uc740 bearish\ub85c \ubd05\ub2c8\ub2e4. \ucd5c\uadfc \uac80\ucd9c \ud328\ud134\ub3c4 hammer@297, bullish_engulfing@292 \uac19\uc740 \ubc18\ub4f1 \uc2dc\ub3c4\uc640 bearish_engulfing@291, doji@293\uac00 \ud63c\uc7ac\ub418\uc5b4 \uc788\uc5b4 \ubc29\ud5a5\uc131 \ud655\uc815\ubcf4\ub2e4 \ub2e8\uae30 \uc870\uc815 \ub610\ub294 \ubc15\uc2a4 \uc18c\ud654 \uac00\ub2a5\uc131\uc774 \ub354 \ub192\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72625.4,
          72687.77,
          71079.77,
          70012.75,
          69818.75
        ],
        "resistance": [
          73450.0,
          73600.0,
          72000.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00",
      "risk_scenario": "\ub9cc\uc57d $73,450.00\ub97c \uc2dc\uac04\ubd09 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \ub3cc\ud30c\u00b7\uc548\ucc29\ud558\uba74 \ud604\uc7ac\uc758 \ub2e8\uae30 bearish setup\uc740 \uc2e4\ud328\ud558\uace0, \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04 \ub9e4\ub3c4 \uac00\uc124\ubcf4\ub2e4 \ucd94\uc138 \uc9c0\uc18d\uc774 \uc6b0\uc138\ud574\uc9c0\uba74\uc11c \uc0c1\ubc29 \ud655\uc7a5 \uad6d\uba74\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,000 \uc774\ud0c8 \uc2dc\uc5d0\ub294 EMA20 \ud558\ud68c \uc555\ub825\uc774 \uac15\ud654\ub418\uba70 $71,079.77, \uc774\ud6c4 EQ $70,012.75 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 140,
        "recent_patterns": 5,
        "pattern_list": [
          "hammer@297",
          "bearish_engulfing@291",
          "bullish_engulfing@292",
          "doji@293",
          "bullish_harami@290"
        ],
        "atr_value": 346.06,
        "vol_avg_20": 5556.27,
        "high_volume_patterns": [],
        "pattern_candidates": [
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.579,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.492,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "hammer",
            "signal": "bullish",
            "pattern_quality": 0.485,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_harami",
            "signal": "bullish",
            "pattern_quality": 0.418,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "doji",
            "signal": "neutral",
            "pattern_quality": 0.355,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.579,
        "bull_score": 2.0,
        "bear_score": 0.75
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bullish",
      "confidence": 0.78,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.906,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,625.40\uac00 EQ $71,960.10 \uc704\uc758 premium \uad6c\uac04\uc5d0 \uc788\uc73c\ub098, \uc0c1\uc704 \uad6c\uc870\ub294 CHoCH bullish $69,219.00 \uc774\ud6c4 BOS bullish $72,858.50 \ubc0f $73,128.00\ub85c \uc774\ubbf8 \uc0c1\ubc29 \uc218\uc6a9\uc774 \ud655\uc778\ub428",
        "\uc774\uc804 \uace0\uc810/\uc804\uc77c \uace0\uac00 $73,128.00 \ub3cc\ud30c\uac00 \uc774\ubbf8 \ubc1c\uc0dd\ud558\uc5ec buy-side liquidity\ub97c \ucc98\ub9ac\ud55c \ub4a4\uc5d0\ub3c4 \uad6c\uc870\uac00 \ubd95\uad34\ub418\uc9c0 \uc54a\uc74c",
        "\ucd5c\uadfc \ub418\ub3cc\ub9bc\uc774 bullish retracement\uc774\uba70 \ud604\uc7ac \ub418\ub3cc\ub9bc \ud3ed 39.7%, \ucd5c\ub300 42.7%\ub85c \uacfc\ub3c4\ud55c \uad6c\uc870 \ud6fc\uc190 \uc5c6\uc774 \ub20c\ub9bc \uc9c4\ud589 \uc911",
        "\uac00\uc7a5 \uac00\uae4c\uc6b4 \ud6c4\ubcf4 bullish OB\uac00 $71,382.10-$71,821.10\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4, discount \uc778\uc811 \uc7ac\uc9c4\uc785 \uc2dc \ub9e4\uc218 \ubc18\uc751 \ud6c4\ubcf4 \uad6c\uac04\uc73c\ub85c \uc720\ud6a8",
        "EMA120 $71,079.77, EMA240 $69,818.75 \uc704\uc5d0\uc11c \uac00\uaca9\uc774 \uc720\uc9c0\ub418\uace0 \uc788\uc5b4 \uc911\uae30 \uc624\ub354\ud50c\ub85c\uc6b0\ub294 \uc5ec\uc804\ud788 \uc0c1\ubc29 \uc6b0\uc138"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 CHoCH bullish\uac00 $69,219.00\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ub4a4 BOS bullish\uac00 $72,858.50\uc640 $73,128.00\uc5d0\uc11c \uc5f0\uc18d 2\ud68c \ud655\uc778\ub418\uc5b4 1\uc2dc\uac04 \uae30\uc900 \uc0c1\uc2b9 \uad6c\uc870\uac00 \uba85\ud655\ud569\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $72,625.40\ub85c range high $73,450.00 \ubc14\ub85c \uc544\ub798\uc774\uba70, \uc804\uc77c \uace0\uac00 $73,128.00\ub97c \uc774\ubbf8 \ub3cc\ud30c\ud55c \uc0c1\ud0dc\ub77c buy-side \uc720\ub3d9\uc131 \uc9d1\ud589 \uc774\ud6c4\uc5d0\ub3c4 \uad6c\uc870\uac00 \uc720\uc9c0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ud604\uc7ac premium \uad6c\uac04\uc5d0 \uc788\uc5b4 \uc989\uc2dc \ucd94\uaca9\ub9e4\uc218\ubcf4\ub2e4\ub294 $71,382.10-$71,821.10 \ud6c4\ubcf4 bullish OB \ub610\ub294 EQ $71,960.10 \ubd80\uadfc \ub20c\ub9bc \ubc18\uc751\uc744 \ubcf4\ub294 \uac83\uc774 ICT \uad00\uc810\uc5d0\uc11c \ub354 \uc720\ub9ac\ud569\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,382.10 \ud558\ud5a5 \uc774\ud0c8 \uc2dc \uc774\ubc88 \ub20c\ub9bc\uc774 \ub2e8\uc21c \uc870\uc815\uc774 \uc544\ub2c8\ub77c deeper sell-side draw\ub85c \uc804\ud658\ub420 \uac00\ub2a5\uc131\uc774 \ucee4\uc9d1\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71960.1,
          71821.1,
          71382.1,
          71079.77,
          70887.8
        ],
        "resistance": [
          72858.5,
          72921.5,
          73128.0,
          73450.0
        ]
      },
      "time_horizon": "short",
      "invalidation_level": "71382.10",
      "risk_scenario": "$71,382.10 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uba74 \ud6c4\ubcf4 bullish OB\uac00 \ubb34\ub825\ud654\ub418\uace0, \uac00\uaca9\uc740 EMA120 $71,079.77 \ubc0f \uc804\uc77c \uc800\uac00 $70,887.80 \ubc29\ud5a5\uc73c\ub85c sell-side liquidity\ub97c \uc7ac\ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \ud604\uc7ac\uc758 bullish setup\uc740 \uc2e4\ud328\ub85c \uac04\uc8fc\ub418\uba70, $69,219.00 \uc0c1\ubc29 CHoCH \uc774\ud6c4 \ud615\uc131\ub41c \uc0c1\uc2b9 \uad6c\uc870\ub3c4 \ub2e8\uae30\uc801\uc73c\ub85c \uc57d\ud654\ub429\ub2c8\ub2e4.",
      "data_quality": "high",
      "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": 71382.1,
          "top": 71821.1,
          "quality": "candidate",
          "score": 0.599
        },
        "nearest_bear_ob_range": null,
        "active_bullish_ob_list": [],
        "active_bearish_ob_list": [],
        "ob_mitigated_count": 1,
        "unfilled_bull_fvg_count": 0,
        "unfilled_bear_fvg_count": 0,
        "bull_fvg_ranges": [],
        "bear_fvg_ranges": [],
        "fvg_open_count": 0,
        "fvg_mitigated_count": 57,
        "fvg_open_zones": [],
        "bos_choch_events": [
          "BOS_bearish",
          "BOS_bullish",
          "BOS_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "BOS_bullish"
        ],
        "bos_choch_levels": [
          {
            "type": "BOS_bearish",
            "level": 67883.7
          },
          {
            "type": "BOS_bullish",
            "level": 67554.5
          },
          {
            "type": "BOS_bearish",
            "level": 68227.5
          },
          {
            "type": "CHoCH_bullish",
            "level": 69219.0
          },
          {
            "type": "BOS_bullish",
            "level": 72858.5
          },
          {
            "type": "BOS_bullish",
            "level": 73128.0
          }
        ],
        "bos_sequence": [
          "CHoCH_bearish",
          "CHoCH_bullish",
          "BOS_bearish",
          "BOS_bullish",
          "BOS_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "BOS_bullish"
        ],
        "consecutive_bull_bos": 2,
        "consecutive_bear_bos": 0,
        "recent_liq_sweeps": [],
        "recent_sweep_levels": [],
        "liquidity_resting": [],
        "current_zone": "premium",
        "eq_level": 71960.1,
        "range_high": 73450.0,
        "range_low": 70470.2,
        "bull_score": 10.5,
        "bear_score": 5.0,
        "setup_bias": "bullish",
        "setup_score": 0.906,
        "setup_signals": [
          "bullish BOS above $67,554.50",
          "bullish CHoCH above $69,219.00",
          "bullish BOS above $72,858.50",
          "bullish BOS above $73,128.00",
          "broken previous day high $73,128.00"
        ],
        "retracement_direction": "bullish",
        "current_retracement_pct": 39.7,
        "deepest_retracement_pct": 42.7,
        "previous_day_high": 73128.0,
        "previous_day_low": 70887.8,
        "broken_prev_high": true,
        "broken_prev_low": false,
        "sessions": {
          "London": {
            "active": false,
            "high": null,
            "low": null
          },
          "New York": {
            "active": true,
            "high": 72921.5,
            "low": 72566.4
          },
          "Asian kill zone": {
            "active": false,
            "high": null,
            "low": null
          }
        }
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bullish",
      "confidence": 0.72,
      "structure_bias": "bullish",
      "setup_bias": "neutral",
      "setup_score": 0.58,
      "setup_signals": [
        "\uac00\uaca9\uc774 EMA120 $71,079.77, EMA240 $69,818.75 \uc704\uc5d0\uc11c \uc720\uc9c0\ub418\uc5b4 \uc911\uae30 \uc0c1\uc2b9 \uad6c\uc870\ub294 \ud655\uc778\ub41c \uc0c1\ud0dc",
        "\ud604\uc7ac\uac00 $72,625.40\uac00 EMA20 $72,687.77 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4 \uc7ac\uc815\ub82c \uad6c\uac04 \uc131\uaca9",
        "OI trend 0.814\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \uac15\ud558\uace0, funding pressure 0.500\uc73c\ub85c \ub871 \uacfc\uc5f4\uc740 \uc544\uc9c1 \uadf9\ub2e8\uc801\uc774\uc9c0 \uc54a\uc74c",
        "CVD divergence 0.850\uc740 \uac00\uaca9 \uc0c1\uc2b9 \ub300\ube44 \uccb4\uacb0 \uac15\ub3c4\uac00 \ub3d9\ubc18\ub418\ub294 \ud3b8\uc73c\ub85c \ud574\uc11d\ub418\uc5b4 \uad6c\uc870 \ud6fc\uc190\ubcf4\ub2e4 \ucd94\uc138 \uc9c0\uc18d \uac00\ub2a5\uc131 \uc6b0\uc138",
        "\ub871/\uc20f \ubd88\uade0\ud615 0.705\uc774\ub098 positioning_extreme\uc740 balanced\ub85c \ud45c\uc2dc\ub418\uc5b4 \uacfc\ub3c4\ud55c \ud55c\ucabd \uc3e0\ub9bc\uc740 \uc544\uc9c1 \uc544\ub2d8",
        "\ud558\ub2e8 \uc720\ub3d9\uc131\uc740 $71,400, $70,000, $69,200\uc5d0 \ub204\uc801\ub418\uc5b4 \uc788\uace0 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc740 $73,600, $75,800, \ud2b9\ud788 $79,300\uc5d0 \ud06c\uac8c \uc874\uc7ac",
        "\ud604\ubb3c-\uc120\ubb3c \ubca0\uc774\uc2dc\uc2a4\uac00 -0.0534%\ub85c \uc57d\ud55c \ubc31\uc6cc\ub370\uc774\uc158 \uc0c1\ud0dc\ub77c \uacfc\uc5f4 \ucd94\uc138\uc7a5\ubcf4\ub2e4\ub294 \ud55c \ucc28\ub840 \ub20c\ub9bc \ud6c4 \uc7ac\uc0c1\uc2b9 \uc14b\uc5c5 \uac00\ub2a5\uc131"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 BTC\uac00 EMA120 $71,079.77\uacfc EMA240 $69,818.75 \uc704\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uace0, \ucd5c\uadfc 24\uc2dc\uac04\ub3c4 +1.47% \uc0c1\uc2b9\ud574 \uc0c1\uc2b9 \ub808\uc9d0\uc774 \uc720\uc9c0\ub418\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ud30c\uc0dd \uce21\uba74\uc5d0\uc11c\ub294 aggregate score 0.671, OI trend 0.814, CVD divergence 0.850\uc73c\ub85c \uc2e0\uaddc \ucc38\uc5ec\uc640 \ub9e4\uc218 \uc8fc\ub3c4 \ud750\ub984\uc774 \ud655\uc778\ub418\uba70, \uc774\ub294 \ud5a5\ud6c4 4~8\uc2dc\uac04 \uc120\ud589 \uc2e0\ud638\ub85c \ud574\uc11d\ud560 \ub54c \uc0c1\ubc29 \uc9c0\uc18d\uc5d0 \uc6b0\ud638\uc801\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00\ub294 EMA20 $72,687.77 \ubc14\ub85c \uc544\ub798\uc774\uace0, funding pressure 0.500 \ubc0f basis -0.0534%\ub294 \uacf5\uaca9\uc801 \ucd94\uc138 \ud655\uc7a5\ubcf4\ub2e4\ub294 \ub2e8\uae30 \uc870\uc815 \ub610\ub294 \ud6a1\ubcf4 \ud6c4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 $73,600 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \uad6c\uc870\ub294 \uba85\ud655\ud788 bullish\uc9c0\ub9cc, \uc989\uc2dc\uc131 \ub192\uc740 \uc14b\uc5c5\uc740 \uc911\ub9bd\uc73c\ub85c \ubcf4\uace0 $71,400~$72,000 \uc9c0\uc9c0 \ud655\uc778 \ud6c4 \uc0c1\ubc29 \uc7ac\uac1c\uac00 \ub354 \uae54\ub054\ud55c \uc9c4\uc785 \uad6c\ub3c4\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          71400,
          71079.77,
          70000,
          69818.75,
          69200
        ],
        "resistance": [
          72687.77,
          73450,
          73600,
          75800,
          79300
        ]
      },
      "time_horizon": "short/medium term",
      "invalidation_level": "70000",
      "risk_scenario": "$73,450~$73,600 \uc800\ud56d \uad6c\uac04\uc5d0\uc11c \uac70\ubd80\ub418\uace0 OI\ub9cc \uc720\uc9c0\ub41c \ucc44 CVD\uac00 \uaebe\uc774\uba74, \ub871 \ucd94\uaca9 \ud3ec\uc9c0\uc158\uc774 \uac07\ud788\uba74\uc11c \uba3c\uc800 $71,400 \uc720\ub3d9\uc131\uc744 \uccad\uc0b0\ud55c \ub4a4 $70,000, \ud655\uc7a5 \uc2dc $69,200\uae4c\uc9c0 \ube60\uc9c0\ub294 \ub871 \uc5b8\uc640\uc778\ub4dc \uc2dc\ub098\ub9ac\uc624\uac00 \uc5f4\ub9bd\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "cvd_divergence": 0.85,
        "oi_trend": 0.814,
        "funding_pressure": 0.5,
        "ls_imbalance": 0.705,
        "spot_futures_basis_score": 0.487,
        "spot_futures_basis_pct": -0.0534,
        "aggregate_score": 0.671,
        "bull_signals": 3,
        "bear_signals": 0,
        "liq_below": [
          [
            71400,
            6270.75573825
          ],
          [
            70000,
            7012.7254785000005
          ],
          [
            69200,
            6374.858267000001
          ]
        ],
        "liq_above": [
          [
            73600,
            6238.4928174
          ],
          [
            75800,
            5108.708826
          ],
          [
            79300,
            7968.57283375
          ]
        ],
        "strongest_liq_level": 79300,
        "fragility_score": 0.572,
        "positioning_extreme": "balanced"
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
      "signal": "neutral",
      "confidence": 0.65,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.64,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,625.40\ub294 \uc0c1\uc2b9 \uc2a4\uc719 $71,382\u2192$73,450\uc758 EQ(0.5)\uc778 $72,416.05 \uc704\uc5d0 \uc788\uc5b4 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uac00\uaca9\uc774 \uac00\uc7a5 \uac00\uae4c\uc6b4 \ud53c\ubcf4\ub098\uce58 \uc800\ud56d ret_0.382 $72,660.06\uc744 0.05% \uac70\ub9ac\ub85c \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70 fib_reaction_state\uac00 testing",
        "EMA20 $72,687.77 \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911\uc774\ub77c \ub2e8\uae30 \ubaa8\uba58\ud140\uc774 ret_0.382 \uc800\ud56d\uacfc \ud568\uaed8 \uc57d\ud654\ub418\ub294 \uad6c\uac04",
        "\uc0c1\ub2e8 \uc800\ud56d\uc774 $72,660.06 \u2192 $72,961.98 \u2192 $73,450.00\ub85c \ucd18\ucd18\ud558\uac8c \ubc30\uce58\ub418\uc5b4 \uc788\uc5b4 \ub2e8\uae30 \uc0c1\uc2b9 \uc5ec\ub825\uc774 \ubc14\ub85c \uc5f4\ub9ac\uc9c0 \uc54a\uc74c",
        "0.5 $72,416.05\uc640 0.618 \ud669\uae08\ube44 $72,172.04\uac00 \uc544\ub798 \uc9c0\uc9c0\ub85c \ub300\uae30\ud558\uace0 \uc788\uc5b4 \uc989\uac01\uc801\uc778 \ucd94\uc138 \uc804\ud658\ubcf4\ub2e4\ub294 \ub418\ub3cc\ub9bc/\uc7ac\ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \uc6b0\uc138"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \uc2a4\uc719 \uc800\uc810 $71,382\uc5d0\uc11c \uace0\uc810 $73,450\uae4c\uc9c0\uc758 \uc0c1\uc2b9 \uad6c\uac04\uc774 \uc720\uc9c0\ub418\uace0 \uc788\uace0, \ud604\uc7ac\uac00\ub3c4 EMA120 $71,079.77 \ubc0f EMA240 $69,818.75 \uc704\uc5d0 \uc788\uc5b4 \uae30\ubcf8 \uad6c\uc870_bias\ub294 \uc0c1\uc2b9\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uac00\uaca9 $72,625.40\ub294 \uac00\uc7a5 \uac00\uae4c\uc6b4 \ud53c\ubcf4\ub098\uce58 \ub808\ubca8\uc778 ret_0.382 $72,660.06 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc73c\uba70 \uac70\ub9ac\ub3c4 0.05%\uc5d0 \ubd88\uacfc\ud574 \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uc800\ud56d \ud14c\uc2a4\ud2b8 \uc131\uaca9\uc774 \uac15\ud569\ub2c8\ub2e4. \ud2b9\ud788 \ud504\ub9ac\ubbf8\uc5c4/EQ \uae30\uc900\uc120\uc778 $72,416.05 \uc704\uc5d0 \uc788\uc73c\uba74\uc11c\ub3c4 EMA20 $72,687.77 \uc544\ub798\uc5d0 \uc704\uce58\ud574 \uc788\uc5b4, \ud655\uc778 \uc804 \uc2e4\ud589 \uad00\uc810\uc5d0\uc11c\ub294 \uba3c\uc800 $72,416.05 \ub610\ub294 \ub354 \uae4a\uac8c\ub294 \ud669\uae08\ube44 0.618\uc778 $72,172.04 \ucabd\uc73c\ub85c \ub20c\ub9bc\uc774 \ub098\uc62c \uac00\ub2a5\uc131\uc744 \ubd05\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,660.06\ub97c \uba85\ud655\ud788 \uc218\uc6a9\ud558\uba74 $72,961.98 \uc7ac\ub3c4\uc804, \uc774\ud6c4 \uc2a4\uc719 \uace0\uc810 $73,450.00 \ubc0f \ud655\uc7a5 $74,012.47\ub85c\uc758 \uc5f0\uc7a5\uc774 \uc5f4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud604\uc7ac confluence_quality 0.600, reaction_probability 0.65\ub294 \ub808\ubca8 \ubc18\uc751 \uc790\uccb4\ub294 \uc720\ud6a8\ud558\uc9c0\ub9cc \ubc29\ud5a5 \ud655\uc815\uc740 \uc544\uc9c1 \uc544\ub2c8\ub77c\ub294 \uc810\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72416.05,
          72172.04,
          71824.63
        ],
        "resistance": [
          72660.06,
          72961.98,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "72172.04",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $72,660.06\uc744 \uac15\ud558\uac8c \ub3cc\ud30c\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc548\ucc29\ud558\uba74 \ud604\uc7ac\uc758 \ub2e8\uae30 \uc57d\uc138 setup\uc740 \ubb34\ud6a8\ud654\ub418\uba70, $72,961.98\ub97c \uac70\uccd0 $73,450.00 \ub3cc\ud30c \uc2dc \ud655\uc7a5 \ubaa9\ud45c $74,012.47, $74,306.11, $74,727.96 \uc21c\uc73c\ub85c \uc0c1\ubc29\uc774 \uc7ac\uac1c\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,172.04\ub9c8\uc800 \uc774\ud0c8\ud558\uba74 0.786 $71,824.63 \ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ub192\uc544\uc9c0\uace0, \uc774 \uacbd\uc6b0 \ud604\uc7ac\uc758 \uc0c1\uc2b9 \uad6c\uc870\ub3c4 \ub2e8\uae30\uc801\uc73c\ub85c \ud6fc\uc190\ub429\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "swing_pair": "Low\u2192High: $71,382 \u2192 $73,450",
        "direction": "up",
        "nearest_fib": "ret_0.382",
        "nearest_fib_price": 72660.06,
        "nearest_fib_distance": 0.05,
        "golden_ratio_level": 72172.04,
        "fib_ret_382": 72660.06,
        "fib_ret_618": 72172.04,
        "confluence_zones": [
          {
            "price": 71998.33,
            "count": 2,
            "levels": [
              "ret_0.786",
              "ret_0.618"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 72538.06,
            "count": 2,
            "levels": [
              "ret_0.5",
              "ret_0.382"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 73450.0,
            "count": 2,
            "levels": [
              "ext_1.0",
              "ext_1.0"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 74159.29,
            "count": 2,
            "levels": [
              "ext_1.272",
              "ext_1.414"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 75644.27,
            "count": 2,
            "levels": [
              "ext_2.0",
              "ext_1.272"
            ],
            "cluster_score": 0.6
          }
        ],
        "support_levels": [
          72416.05,
          72172.0378,
          71824.6306
        ],
        "resistance_levels": [
          72660.0622,
          72961.9756,
          73450.0
        ],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 72961.98,
            "distance_pct": 0.46,
            "is_support": false,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.382",
            "price": 72660.06,
            "distance_pct": 0.05,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ret_0.5",
            "price": 72416.05,
            "distance_pct": 0.29,
            "is_support": true,
            "cluster_score": 0.6
          },
          {
            "name": "ret_0.618",
            "price": 72172.04,
            "distance_pct": 0.62,
            "is_support": true,
            "cluster_score": 0.6
          },
          {
            "name": "ret_0.786",
            "price": 71824.63,
            "distance_pct": 1.1,
            "is_support": true,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.0",
            "price": 73450.0,
            "distance_pct": 1.14,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.272",
            "price": 74012.47,
            "distance_pct": 1.91,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.414",
            "price": 74306.11,
            "distance_pct": 2.31,
            "is_support": false,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.618",
            "price": 74727.96,
            "distance_pct": 2.9,
            "is_support": false,
            "cluster_score": 0.0
          },
          {
            "name": "ext_2.0",
            "price": 75517.9,
            "distance_pct": 3.98,
            "is_support": false,
            "cluster_score": 0.6
          }
        ],
        "confluence_quality": 0.6,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.52,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.61,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,625.40\ub294 50\uce94\ub4e4 \uc911\uac04\uac12(EQ) \uc131\uaca9\uc758 \ubc94\uc704 \uc911\uc559($70,470.20~$73,450.00) \ub300\ube44 \uc0c1\ub2e8 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\ud604\uc7ac\uac00\uac00 EMA20 $72,687.77 \uc544\ub798\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \ubaa8\uba58\ud140\uc774 \uc57d\ud558\uba70, \ucd5c\uadfc 5\uac1c \uce94\ub4e4\uc774 \u25bc-0.1%, \u25bc-0.1%, \u25b2+0.1%, \u25bc-0.0%, \u25bc-0.1%\ub85c \ud6a1\ubcf4-\uc57d\uc138 \ud750\ub984",
        "7\uc77c \uace0\uc810 $73,450.00 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uac70\ub798\ub418\uace0 \uc788\uc5b4 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc778\uc811 \uad6c\uac04 \uc800\ud56d \ud14c\uc2a4\ud2b8 \uc131\uaca9\uc774 \uac15\ud568",
        "EMA120 $71,079.77 \ubc0f EMA240 $69,818.75 \uc704\uc5d0\uc11c \uc720\uc9c0\ub418\uace0 \uc788\uc5b4 \uc0c1\uc704 \uad6c\uc870\ub294 \uc544\uc9c1 \uc9c0\uc9c0\ub418\uc9c0\ub9cc, \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \ud3c9\uade0\ud68c\uadc0 \uc555\ub825\uc774 \uc874\uc7ac"
      ],
      "reasoning": "\ud558\ubaa8\ub2c9 \uad00\uc810\uc5d0\uc11c\ub294 \uc2a4\uce94\ub41c \uc2a4\uc719 \uace0\uc810 21\uac1c\uc640 \uc800\uc810 21\uac1c \uae30\uc900\uc73c\ub85c Gartley, Bat, Butterfly, Crab \uc5b4\ub290 \ud328\ud134\ub3c4 \uc644\uc131\ub418\uc9c0 \uc54a\uc544 \uc720\ud6a8\ud55c XABCD PRZ\ub294 \ud604\uc7ac \ud655\uc778\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uc2e0\ud638\uc758 \ud575\uc2ec\uc740 \ud328\ud134 \uc644\uc131 \ub9e4\ub9e4\uac00 \uc544\ub2c8\ub77c \uad6c\uc870\uc640 \uc704\uce58 \ud574\uc11d\uc778\ub370, \ud604\uc7ac\uac00\ub294 $72,625.40\ub85c EMA120 $71,079.77\uc640 EMA240 $69,818.75\ub97c \uac01\uac01 2.2%, 4.0% \uc0c1\ud68c\ud574 \uc911\uae30 \uad6c\uc870\ub294 \uc5ec\uc804\ud788 \uc0c1\uc2b9 \uc6b0\uc704\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ub2e8\uae30\uc801\uc73c\ub85c\ub294 EMA20 $72,687.77\ub97c \uc18c\ud3ed \ud558\ud68c\ud558\uace0, 7\uc77c \uace0\uc810 $73,450.00 \uc778\uadfc \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \ucd5c\uadfc 5\uac1c \uce94\ub4e4\uc774 \uc57d\ud55c \uc74c\ubd09 \uc704\uc8fc\ub85c \uc815\uccb4\ub418\uc5b4 \uc788\uc5b4 \uc989\uac01\uc801\uc778 \ucd94\uaca9 \ub9e4\uc218\ubcf4\ub2e4\ub294 \ub20c\ub9bc \ub610\ub294 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc2a4\uc715 \uc774\ud6c4 \ubc18\uc751\uc744 \ubcf4\ub294 \uad6c\uac04\uc785\ub2c8\ub2e4. \uc989 \uad6c\uc870_bias\ub294 bullish\uc9c0\ub9cc, setup_bias\ub294 \uc0c1\ub2e8 \uc800\ud56d\uacfc \ub2e8\uae30 \ubaa8\uba58\ud140 \ub454\ud654 \ub54c\ubb38\uc5d0 bearish\ub85c \ud3c9\uac00\ud558\uba70 \uc804\uccb4 \uc2e0\ud638\ub294 \uc911\ub9bd\uc774 \uac00\uc7a5 \ud0c0\ub2f9\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72625.4,
          72687.77,
          71079.77,
          70470.2,
          69818.75
        ],
        "resistance": [
          73450.0,
          72450.0,
          72687.77
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "73450.00",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,450.00 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud55c \ub4a4\ub3c4 \uc2e4\ud328\ud558\uc9c0 \uc54a\uace0 1\uc2dc\uac04\ubd09 \uae30\uc900\uc73c\ub85c \uc548\ucc29\ud558\uba74, \ud604\uc7ac\uc758 \ub2e8\uae30 bearish setup\uc740 \ubb34\ud6a8\ud654\ub418\uba70 \uad6c\uc870 bullish\uc640 setup bullish\uac00 \uc7ac\uc815\ub82c\ub418\uc5b4 \ucd94\uc138 \ud655\uc7a5 \uad6d\uba74\uc73c\ub85c \uc804\ud658\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\ub300\ub85c $72,625.40 \ubd80\uadfc \uc57d\uc138\uac00 \uac15\ud654\ub418\uba74 EMA120 $71,079.77 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\uc774 \ucee4\uc9c0\uace0, \uc774 \ub808\ubca8\ub9c8\uc800 \uc774\ud0c8\ud558\uba74 $70,470.20 \ubc94\uc704 \ud558\ub2e8 \ud68c\uadc0 \uc704\ud5d8\uc774 \uc5f4\ub9bd\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 0,
        "swing_highs_scanned": 21,
        "swing_lows_scanned": 21,
        "price_pct_in_range": 72.3,
        "range_high_50": 73450.0,
        "range_low_50": 70470.2,
        "range_size": 2979.8
      }
    },
    "elliott": {
      "agent_id": "elliott",
      "display_name": "Elliott Wave Theorist",
      "signal": "neutral",
      "confidence": 0.85,
      "structure_bias": "bullish",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $72,625.40\ub294 \ucd5c\uadfc \ud655\uc778\ub41c \uc0c1\uc2b9 \uc784\ud384\uc2a4 \uace0\uc810 $73,128.0 \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud574 \uc0c1\ub2e8 \uacf5\uae09 \uc7ac\uc2dc\ud5d8 \uad6c\uac04\uc785\ub2c8\ub2e4",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $73,450.00 \uc778\uc811 \uad6c\uac04\uc740 buy-side liquidity\uac00 \ub204\uc801\ub41c \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed\uc73c\ub85c, EQ \ub300\ube44 \uc0c1\ub2e8 \uccb4\ub958\ub85c \uc989\uac01 \ucd94\uaca9\ub9e4\uc218 \ud6a8\uc728\uc774 \ub0ae\uc2b5\ub2c8\ub2e4",
        "EMA20 $72,687.77 \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911\uc774\uc5b4\uc11c \ub2e8\uae30 \ubaa8\uba58\ud140\uc774 \ub454\ud654\ub41c \uc0c1\ud0dc\uc785\ub2c8\ub2e4",
        "\ub9c8\uc9c0\ub9c9 \uc2a4\uc719\uc774 idx 292\uc758 low $72,615.0\ub85c \uae30\ub85d\ub418\uc5b4 \uc788\uc5b4, \uace0\uc810 \ub3cc\ud30c \uc804\uae4c\uc9c0\ub294 \ubc18\ub4f1\ubcf4\ub2e4 \ub2e8\uae30 \uc870\uc815/\ud6a1\ubcf4 \uc14b\uc5c5\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4",
        "\uc9c1\uc804 5\uac1c 1\uc2dc\uac04 \ubd09\uc774 -0.1%, -0.1%, +0.1%, -0.0%, -0.1%\ub85c \uc555\ucd95\ub418\uc5b4 \uc788\uc5b4 \ub3cc\ud30c \uc804 \uc5d0\ub108\uc9c0 \ube44\ucd95 \ud639\uc740 \uc0c1\ub2e8 \ubd84\ubc30 \uac00\ub2a5\uc131\uc744 \uc2dc\uc0ac\ud569\ub2c8\ub2e4"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 244\u2192266 \uad6c\uac04\uc5d0\uc11c [70,428.0 \u2192 71,533.0 \u2192 70,470.2 \u2192 73,128.0 \u2192 71,539.9]\uc758 \uac15\ud55c \uc0c1\uc2b9 5\ud30c\uac00 \ud655\uc778\ub418\uba70, wave_quality 0.85\uc640 w3 extension 2.41\ub85c \uc815\ud1b5 \uc0c1\uc2b9 \uc784\ud384\uc2a4 \ud574\uc11d\uc774 \uac00\uc7a5 \uc6b0\uc138\ud569\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud070 \ud2c0\uc758 \uad6c\uc870_bias\ub294 bullish\uc774\uba70, \ud2b9\ud788 \ud604\uc7ac\uac00 $72,625.40\uac00 EMA120 $71,079.77 \ubc0f EMA240 $69,818.75 \uc704\uc5d0 \uc788\uc5b4 \uc911\uae30 \uc0c1\uc2b9 \uad6c\uc870\ub294 \uc544\uc9c1 \ud6fc\uc190\ub418\uc9c0 \uc54a\uc558\uc2b5\ub2c8\ub2e4. \ub2e4\ub9cc \ub2e8\uae30\uc801\uc73c\ub85c\ub294 \uac00\uaca9\uc774 \uc9c1\uc804 \uc784\ud384\uc2a4 \uc0c1\ub2e8 $73,128.0 \ubc0f \uc8fc\uac04 \uace0\uc810 $73,450.00 \uc800\ud56d\ub300 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uace0, EMA20 $72,687.77\ub3c4 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud574 \uad6c\uc870\ub294 \uac15\uc138\uc9c0\ub9cc \uc14b\uc5c5\uc740 \uc120\uc870\uc815 \uac00\ub2a5\uc131\uc774 \ub354 \ud07d\ub2c8\ub2e4. \uc989 \ud604 \uad6c\uac04\uc740 \ucd94\uc138 \ucd94\uc885 \ub9e4\uc218\ubcf4\ub2e4, $71,539.9~$70,470.2 \uc9c0\uc9c0 \uc720\uc9c0 \uc5ec\ubd80\ub97c \ubcf4\uba74\uc11c \ub2e4\uc74c 3\ud30c \uc7ac\uac1c \ud639\uc740 ABC \uc870\uc815 \uc644\ub8cc\ub97c \ud655\uc778\ud574\uc57c \ud558\ub294 \uc790\ub9ac\uc785\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72539.9,
          72615.0,
          71539.9,
          71079.77,
          70470.2
        ],
        "resistance": [
          72687.77,
          73128.0,
          73450.0
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "70428.0",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub294 $73,128.0~$73,450.0 \uc800\ud56d\uc744 \uac15\ud558\uac8c \ub3cc\ud30c\ud558\uba74\uc11c \ud604\uc7ac \uc870\uc815 \ud574\uc11d\uc774 \ubb34\ud6a8\ud654\ub418\uace0, \uc0c1\uc2b9 3\ud30c \uc5f0\uc7a5 \ud639\uc740 \ub354 \ud070 degree\uc758 5\ud30c \ud655\uc7a5\uc774 \uc9c4\ud589\ub418\ub294 \uacbd\uc6b0\uc785\ub2c8\ub2e4. \ubc18\ub300\ub85c \ud558\ubc29\uc774 \uac15\ud654\ub418\uba74 \uc6b0\uc120 $71,539.9\ub97c \uc7ac\uc2dc\ud5d8\ud558\uace0, \uc774 \ub808\ubca8\uc774 \ubb34\ub108\uc9c0\uba74 $70,470.2\uae4c\uc9c0 ABC \ud615\ud0dc\uc758 \ub354 \uae4a\uc740 \ub418\ub3cc\ub9bc\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \ucd5c\uc885\uc801\uc73c\ub85c $70,428.0 \uc544\ub798\ub85c \uc774\ud0c8\ud558\uba74 \ud604\uc7ac bullish \uc784\ud384\uc2a4 \uce74\uc6b4\ud2b8 \uc790\uccb4\ub97c \uc7ac\uac80\ud1a0\ud574\uc57c \ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "wave_count_summary": "1 impulse + 9 corrective",
        "current_wave_position": "unknown",
        "impulse_candidates_found": 1,
        "corrective_candidates_found": 3,
        "swing_points_used": 42,
        "last_swing": {
          "idx": 292,
          "price": 72615.0,
          "type": "low"
        },
        "wave_candidates": [
          {
            "type": "impulse",
            "direction": "bullish",
            "wave_quality": 0.85,
            "tier": "strict",
            "w3_extension": 2.41
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.35,
            "tier": "candidate",
            "b_retracement": 0.87
          },
          {
            "type": "corrective",
            "direction": "bearish",
            "wave_quality": 0.45,
            "tier": "candidate",
            "b_retracement": 0.47
          },
          {
            "type": "corrective",
            "direction": "bullish",
            "wave_quality": 0.6,
            "tier": "strict",
            "b_retracement": 0.6
          }
        ],
        "wave_count_confidence": 0.85,
        "alternate_count_present": true,
        "latest_impulse": {
          "direction": "bullish",
          "w3_extension": 2.41,
          "w2_retracement": 0.962,
          "fib_ideal_w2": false,
          "fib_ideal_w3": true,
          "wave_price_points": [
            70428.0,
            71533.0,
            70470.2,
            73128.0,
            71539.9
          ],
          "start_to_end_idx": [
            244,
            266
          ]
        }
      }
    },
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "bearish",
      "confidence": 0.86,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.84,
      "setup_signals": [
        "1h \uae30\uc900 \ubd84\ubc30(distribution) \ud6c4\ubcf4\uac00 \ud655\uc815 \uad6c\uc870\ub85c \ucd94\uc801\ub418\uba70, BC $68,148.4 / AR $67,055.0\uc774 \uba54\uc778 \ub808\uc778\uc9c0 \uc575\ucee4\ub85c \uc2dd\ubcc4\ub428",
        "UTAD\uac00 $73,450.0\uc5d0\uc11c \ubc1c\uc0dd\ud55c \ub4a4 LPSY\uac00 $73,066.2\uc5d0\uc11c \ud615\uc131\ub418\uc5b4 \uc0c1\ub2e8 \uc7ac\uc9c4\uc785 \uc2e4\ud328/\uacf5\uae09 \uc6b0\uc704 \uc2e0\ud638\uac00 \uc774\uc5b4\uc9d0",
        "\ud604\uc7ac\uac00 $72,625.4\ub294 UTAD-LPSY \uc0c1\ub2e8 \uacf5\uae09 \uad6c\uac04 \ubc14\ub85c \uc544\ub798\uc5d0 \uc788\uc5b4 \uc989\uc2dc \uacbd\ub85c\uc0c1 \uc7ac\ud558\ub77d \ud14c\uc2a4\ud2b8\uc5d0 \ucde8\uc57d\ud568",
        "main range high $68,148.4\ub97c \ud06c\uac8c \uc0c1\ud68c\ud55c \uc0c1\ud0dc\uc9c0\ub9cc \uc774\ub294 \uac15\ud55c \uc218\uc694 \ud655\uc815\ubcf4\ub2e4 UTAD \uc624\ubc84\uc288\ud2b8 \ud6c4 \ub418\ubc00\ub9bc\uc73c\ub85c \ud574\uc11d\ub418\ub294 \uad6d\uba74\uc774\uba70, \uc7ac\uc218\ubcf5 \ud655\uc778 \uc804\uae4c\uc9c0\ub294 \uc0c1\ub2e8 \uc2e4\ud328 \uad6c\uc870\uac00 \uc6b0\uc138\ud568",
        "EMA20 $72,687.77 \uc544\ub798\uc5d0\uc11c \uac70\ub798 \uc911\uc774\uace0 \ucd5c\uadfc 5\uac1c 1h \uce94\ub4e4\uc774 \uac70\uc758 \ud6a1\ubcf4-\uc57d\uc138\ub85c \ub9c8\uac10\ub418\uc5b4 LPSY \uc774\ud6c4 \ucd94\uc138 \uac00\uc18d\ubcf4\ub2e4\ub294 \uc0c1\ub2e8 \uc18c\ud654/\uc57d\uc138 \uc804\ud658 \uc900\ube44 \uc131\uaca9\uc774 \uac15\ud568",
        "pos_in_range 0.50\uc740 \uba54\uc778 \ub808\uc778\uc9c0 \uae30\uc900 \uc911\ub9bd\uc774\uc9c0\ub9cc, \ud604\uc7ac \uc774\ubca4\ud2b8\uac00 LPSY\ub77c\ub294 \uc810 \ub54c\ubb38\uc5d0 \uad6c\uc870 \ub0b4\ubd80 \uc704\uce58\ubcf4\ub2e4 \uc774\ubca4\ud2b8 \ub9e5\ub77d\uc774 \ub354 \uc911\uc694\ud568"
      ],
      "reasoning": "\ud604\uc7ac 1\uc2dc\uac04 \uad6c\uc870\uc758 1\ucc28 \ud310\ub3c5\uc740 \ubd84\ubc30 \ud6c4\ubcf4\uac00 \uc544\ub2c8\ub77c \uc0ac\uc2e4\uc0c1 \ubd84\ubc30 Phase D \uc9c4\ud589\ud615\uc785\ub2c8\ub2e4. \uba54\uc778 \uc575\ucee4\ub294 BC $68,148.4\uc640 AR $67,055.0\uc774\uba70, \uc774\ud6c4 ST $69,142.6, SOW_IN_PHASE_B $65,676.1, UT $68,955.6, UTAD $73,450.0, LPSY $73,066.2 \uc21c\uc73c\ub85c \uc774\ubca4\ud2b8 \uccb4\uc778\uc774 \uc774\uc5b4\uc838 \uc804\ud615\uc801\uc778 \uc0c1\ub2e8 \ud568\uc815 \ud6c4 \uc57d\uc138 \uc7ac\uac1c \ubb38\ub9e5\uc744 \ub9cc\ub4ed\ub2c8\ub2e4. \uad6c\uc870_bias\ub294 bearish\uac00 \ub9de\uc9c0\ub9cc, \uc544\uc9c1 SOW\uc640 Phase E\uac00 \uba85\uc2dc\uc801\uc73c\ub85c \ucd9c\ub825\ub418\uc9c0 \uc54a\uc558\uc73c\ubbc0\ub85c \uc644\uc804\ud55c \ud558\ubc29 \uc774\ud589 \ud655\uc815\uc774\ub77c\uae30\ubcf4\ub2e4 'Phase D \uc57d\uc138 \uc6b0\uc138'\ub85c \ubcf4\ub294 \uac83\uc774 \uc815\ud655\ud569\ub2c8\ub2e4. \uc989 \uad6c\uc870\ub294 \uc57d\uc138\uc774\ub098, \uc989\uc2dc \uacbd\ub85c\ub294 $73,066.2~$73,450.0 \uc7ac\uac70\ubd80 \uc5ec\ubd80\uac00 \ud575\uc2ec\uc774\uba70 \uc774 \uad6c\uac04\uc744 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud558\uba74 \uc6b0\uc120 $72,000\ub300 \ud558\ub2e8\uacfc \uc774\ud6c4 \uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8/\uc911\uac04 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\uc774 \ub354 \ub192\uc2b5\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          72000.0,
          69142.6,
          68148.4,
          67055.0,
          65676.1
        ],
        "resistance": [
          72687.77,
          73066.2,
          73450.0
        ]
      },
      "time_horizon": "short/medium term",
      "invalidation_level": "73450.0",
      "risk_scenario": "\ub9cc\uc57d \uac00\uaca9\uc774 $73,450.0 UTAD \uace0\uc810\uc744 \uc2dc\uac04\ubd09 \uae30\uc900\uc73c\ub85c \uba85\ud655\ud788 \uc7ac\uc7a5\uc545\ud558\uace0 \uadf8 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74, \ud604\uc7ac LPSY \ud574\uc11d\uc740 \uc2e4\ud328\ud558\uba70 \ubd84\ubc30 Phase D \uc57d\uc138 \uc2dc\ub098\ub9ac\uc624\ub294 \ud6fc\uc190\ub429\ub2c8\ub2e4. \uadf8 \uacbd\uc6b0 \uc774\ubc88 \uc0c1\ub2e8 \uc774\ud0c8\uc740 UTAD\uac00 \uc544\ub2c8\ub77c \ub2e8\uc21c \uc624\ubc84\uc288\ud2b8 \ud639\uc740 \uc7ac\ubd84\ubc30\uac00 \uc544\ub2cc \uc7ac\ucd95\uc801\uc131 \ud655\uc7a5\uc73c\ub85c \uc7ac\ud3c9\uac00\ud574\uc57c \ud558\uace0, \uc989\uc2dc \uc57d\uc138 \uacbd\ub85c \ub300\uc2e0 \uc0c1\ub2e8 \uc7ac\ud14c\uc2a4\ud2b8/\uc2e0\uace0\uc810 \ud0d0\uc0c9\uc774 \uc6b0\uc138\ud574\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 93.7,
        "dis_score": 96.2,
        "regime": "DIS",
        "regime_state": "dis_candidate",
        "structure_bias": "bearish",
        "phase_context": "dis_candidate / distribution / Phase D",
        "phases_detected": [
          "BC",
          "AR",
          "ST",
          "SOW_IN_PHASE_B",
          "UT",
          "UTAD",
          "LPSY"
        ],
        "last_phase": "LPSY",
        "phase_candidates": [
          {
            "label": "BC",
            "side": "high",
            "idx": 16,
            "price": 68148.4,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "low",
            "idx": 17,
            "price": 67055.0,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "high",
            "idx": 68,
            "price": 69142.6,
            "color": "#118ab2"
          },
          {
            "label": "SOW_IN_PHASE_B",
            "side": "low",
            "idx": 88,
            "price": 65676.1,
            "color": "#ef476f"
          },
          {
            "label": "UT",
            "side": "high",
            "idx": 199,
            "price": 68955.6,
            "color": "#f9844a"
          },
          {
            "label": "UTAD",
            "side": "high",
            "idx": 287,
            "price": 73450.0,
            "color": "#f9844a"
          },
          {
            "label": "LPSY",
            "side": "high",
            "idx": 293,
            "price": 73066.2,
            "color": "#8338ec"
          }
        ],
        "phase_structures": [
          {
            "structure_id": "1h_cycle_1",
            "sequence": 1,
            "timeframe": "1h",
            "regime": "distribution",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bearish",
            "phase_context": "distribution",
            "start_idx": 16,
            "end_idx": 293,
            "phase_count": 7,
            "phases": [
              {
                "label": "BC",
                "side": "high",
                "idx": 16,
                "price": 68148.4,
                "color": "#ffd166",
                "dt": "2026-03-30 22:00:00+09:00"
              },
              {
                "label": "AR",
                "side": "low",
                "idx": 17,
                "price": 67055.0,
                "color": "#06d6a0",
                "dt": "2026-03-30 23:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "high",
                "idx": 68,
                "price": 69142.6,
                "color": "#118ab2",
                "dt": "2026-04-02 02:00:00+09:00"
              },
              {
                "label": "SOW_IN_PHASE_B",
                "side": "low",
                "idx": 88,
                "price": 65676.1,
                "color": "#ef476f",
                "dt": "2026-04-02 22:00:00+09:00"
              },
              {
                "label": "UT",
                "side": "high",
                "idx": 199,
                "price": 68955.6,
                "color": "#f9844a",
                "dt": "2026-04-07 13:00:00+09:00"
              },
              {
                "label": "UTAD",
                "side": "high",
                "idx": 287,
                "price": 73450.0,
                "color": "#f9844a",
                "dt": "2026-04-11 05:00:00+09:00"
              },
              {
                "label": "LPSY",
                "side": "high",
                "idx": 293,
                "price": 73066.2,
                "color": "#8338ec",
                "dt": "2026-04-11 11:00:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "1h_cycle_1",
        "primary_structure_id": "1h_cycle_1",
        "structure_count": 1,
        "regime_fitness": 0.9625,
        "current_event": "LPSY",
        "major_phase": "D",
        "pos_in_range": 0.5,
        "main_range_low": 67055.0,
        "main_range_high": 68148.4
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bullish",
    "overall_confidence": 0.64,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.76,
      "active_setups": [
        "\ud604\uc7ac\uac00 $72,625.40\ub294 ICT EQ $71,960.10 \ubc0f Fib EQ/0.5 $72,416.05 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uac00\uaca9\uc774 EMA20 $72,687.77 \uc544\ub798\uc5d0 \uc788\uc5b4 \uce94\ub4e4\u00b7\ud30c\uc0dd\u00b7\ud53c\ubcf4\ub098\uce58\u00b7\ud558\ubaa8\ub2c9\u00b7\uc5d8\ub9ac\uc5c7\uc5d0\uc11c \uacf5\ud1b5\uc73c\ub85c \ub2e8\uae30 \ubaa8\uba58\ud140 \ub454\ud654\uac00 \ud655\uc778\ub428",
        "\uc0c1\ub2e8 \uc800\ud56d/\uc720\ub3d9\uc131 \uad6c\uac04 $73,128.00~$73,450.00\uc774 ICT\u00b7\uc5d8\ub9ac\uc5c7\u00b7\uc640\uc774\ucf54\ud504\u00b7\uce94\ub4e4\uc5d0\uc11c \ubc18\ubcf5 \ud655\uc778\ub428",
        "Fib ret_0.382 $72,660.06 \ubc14\ub85c \uc544\ub798 \ud14c\uc2a4\ud2b8 \uad6c\uac04\uc73c\ub85c, \ub808\ubca8 \ubc18\uc751\uc774 \uc544\uc9c1 \uc800\ud56d \ud310\uc815 \uc0c1\ud0dc",
        "Wyckoff \uae30\uc900 UTAD $73,450.0 \uc774\ud6c4 LPSY $73,066.2\uac00 \ud655\uc778\ub41c \uc0c1\ub2e8 \uacf5\uae09 \uc7ac\uc2dc\ud5d8 \ubb38\ub9e5"
      ],
      "setup_vs_structure": "\uad6c\uc870\ub294 \ub2e4\uc218 \ubd84\uc11d\uac00 \uae30\uc900 \uc5ec\uc804\ud788 \uc0c1\uc2b9 \uc6b0\uc704\uc9c0\ub9cc, \uc2e4\ud589 \uc14b\uc5c5\uc740 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\u00b7EMA20 \ud558\ud68c\u00b7\uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc778\uc811 \ub54c\ubb38\uc5d0 \ub2e8\uae30\uc801\uc73c\ub85c \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uc989 \uc911\uae30 \uad6c\uc870\uc640 \ub2e8\uae30 \uc2e4\ud589 \ud0c0\uc774\ubc0d\uc774 \ubd84\ub9ac\ub41c \uc0c1\ud0dc\uc774\uba70, \ud604 \uad6c\uac04\uc740 \ucd94\uc138 \ud655\uc778\ubcf4\ub2e4 \uc0c1\ub2e8 \uacf5\uae09/\uc800\ud56d \ubc18\uc751\uc744 \uc810\uac80\ud574\uc57c \ud558\ub294 \uc790\ub9ac\uc785\ub2c8\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 2,
      "bearish_count": 1,
      "neutral_count": 4
    },
    "key_levels": {
      "support": [
        72416.05,
        72172.04,
        71960.1,
        71821.1,
        71382.1,
        71079.77,
        70012.75
      ],
      "resistance": [
        72660.06,
        72687.77,
        72858.5,
        72961.98,
        73066.2,
        73128.0,
        73450.0
      ]
    },
    "confluences": [
      "ICT, Elliott, Candlestick, Harmonic, Fibonacci\uac00 \ubaa8\ub450 \uc911\uae30 \uad6c\uc870 \uae30\uc900\uc73c\ub85c \uac00\uaca9\uc774 EMA120 $71,079.77 \ubc0f EMA240 $69,818.75 \uc704\uc5d0 \uc788\uc5b4 \uae30\ubcf8 \ucd94\uc138 \uace8\uaca9\uc740 \uc0c1\uc2b9 \ucabd\uc774\ub77c\uace0 \ud310\ub2e8\ud568",
      "Candlestick, Derivatives, Fibonacci, Harmonic, Elliott\uac00 \ubaa8\ub450 EMA20 $72,687.77 \uc544\ub798 \uccb4\ub958\ub97c \ub2e8\uae30 \uc2e4\ud589 \ub9ac\uc2a4\ud06c\ub85c \uc9c0\uc801\ud568",
      "ICT, Elliott, Wyckoff, Candlestick\uac00 $73,128.00~$73,450.00 \uad6c\uac04\uc744 \uc0c1\ub2e8 \uc720\ub3d9\uc131/\uc800\ud56d/\uacf5\uae09 \uc2dc\ud5d8\ub300\ub85c \uacf5\ud1b5 \uc778\uc2dd\ud568",
      "ICT\uc758 EQ $71,960.10, Fibonacci\uc758 0.5 \ub418\ub3cc\ub9bc $72,416.05, Derivatives\uc758 $71,400~$72,000 \uc9c0\uc9c0 \uc5b8\uae09\uc774 \ubaa8\ub450 \ud604\uc7ac \uad6c\uc870\uc5d0\uc11c \ud575\uc2ec \uc911\uac04 \uc9c0\uc9c0\ub300 \uc5ed\ud560\uc744 \uac00\ub9ac\ud0b4",
      "Fibonacci\uc758 ret_0.382 $72,660.06\uacfc \ub2e4\uc218 \ubd84\uc11d\uac00\uc758 EMA20 $72,687.77\uac00 \ub9e4\uc6b0 \uadfc\uc811\ud574, $72,660~$72,688 \uad6c\uac04\uc774 \ub2e8\uae30 \uad6c\uc870 \ud310\ub3c5\uc758 \ud575\uc2ec \uacbd\uacc4\ub85c \uacb9\uce68"
    ],
    "conflicts": [
      "ICT\ub294 CHoCH bullish $69,219.00 \uc774\ud6c4 BOS bullish $72,858.50, $73,128.00\ub85c \uc0c1\uc2b9 \uad6c\uc870 \uc5f0\uc18d\uc131\uc744 \uac15\uc870\ud558\uc9c0\ub9cc, Wyckoff\ub294 \uac19\uc740 \uc0c1\ub2e8 \ud655\uc7a5\uc744 UTAD $73,450.0 \ubc0f LPSY $73,066.2\ub85c \ud574\uc11d\ud558\uba70 \ubd84\ubc30 Phase D\uc758 \uc99d\uac70\ub85c \ubd04",
      "Derivatives\ub294 OI trend 0.814, CVD divergence 0.850, aggregate score 0.671\uc744 \uadfc\uac70\ub85c \uad6c\uc870\uc801 \ub9e4\uc218 \uc6b0\uc704\ub97c \uc9c0\uc9c0\ud558\uc9c0\ub9cc, Wyckoff\ub294 \ud574\ub2f9 \uc0c1\ub2e8 \uccb4\ub958\ub97c \uacf5\uae09 \uc6b0\uc704 \uc7ac\ud655\uc778 \uad6c\uac04\uc73c\ub85c \uc77d\uc5b4 \uad6c\uc870 \ud310\uc815 \uc790\uccb4\uac00 \uc0c1\ucda9\ud568",
      "Elliott\ub294 strict-tier \uc0c1\uc2b9 \uc784\ud384\uc2a4 wave_quality 0.85\ub97c \uad6c\uc870 \ud575\uc2ec\uc73c\ub85c \ubcf4\uc9c0\ub9cc, Wyckoff\ub294 confirmed distribution \uad6c\uc870 fitness 0.963\uc744 \uc81c\uc2dc\ud574 \ub3d9\uc77c \uac00\uaca9\ub300\ub97c \uc11c\ub85c \ub2e4\ub978 \ub808\uc9d0\uc73c\ub85c \ud574\uc11d\ud568",
      "\uce94\ub4e4\u00b7\ud53c\ubcf4\ub098\uce58\u00b7\ud558\ubaa8\ub2c9\uc740 \uad6c\uc870\ub294 \uac15\uc138\uc774\ub098 \uc14b\uc5c5\uc740 \uc57d\uc138\ub85c \uc815\ub9ac\ud558\ub294 \ubc18\uba74, ICT\ub294 \uad6c\uc870\uc640 \uc14b\uc5c5 \ubaa8\ub450 \uac15\uc138\ub85c \uc720\uc9c0\ud574 \ub2e8\uae30 \uc2e4\ud589 \uc2dc\uc810\uc5d0 \ub300\ud55c \uc758\uacac \ucc28\uc774\uac00 \ud07c"
    ],
    "executive_summary": "1\uc2dc\uac04 BTC \uad6c\uc870\ub294 \ub2e4\uc218 \uc5c4\uaca9 \uc2e0\ud638 \uae30\uc900\uc73c\ub85c \uc544\uc9c1 \uc0c1\uc2b9 \uace8\uaca9\uc774 \uc6b0\uc138\ud569\ub2c8\ub2e4. ICT\uc758 CHoCH bullish $69,219.00 \uc774\ud6c4 BOS bullish $72,858.50 \ubc0f $73,128.00, Elliott\uc758 strict \uc0c1\uc2b9 \uc784\ud384\uc2a4(wave_quality 0.85), \uadf8\ub9ac\uace0 \uacf5\ud1b5\ub41c EMA120 $71,079.77\u00b7EMA240 $69,818.75 \uc0c1\ubc29 \uc720\uc9c0\uac00 \uc774\ub97c \ub4b7\ubc1b\uce68\ud569\ub2c8\ub2e4. \ub2e4\ub9cc \ud604\uc7ac \uc704\uce58\ub294 $71,960.10~$72,416.05 EQ \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc774\uba70, \uac00\uaca9\uc774 EMA20 $72,687.77 \ubc0f Fib $72,660.06 \uc544\ub798\uc5d0\uc11c \uc815\uccb4\ub418\uace0 \uc788\uc5b4 \uc2e4\ud589 \uc14b\uc5c5\uc740 \uad6c\uc870\uc640 \ub2ec\ub9ac \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc5b4 \uc788\uc2b5\ub2c8\ub2e4. \uad6c\uc870\uc0c1 \ud604\uc7ac \uad6d\uba74\uc740 '\uc0c1\uc2b9 \uad6c\uc870 \ub0b4\ubd80\uc758 \uc0c1\ub2e8 \uacf5\uae09/\uc720\ub3d9\uc131 \uc7ac\ud310\ub3c5 \uad6c\uac04'\uc73c\ub85c \ubcf4\ub294 \uac83\uc774 \uac00\uc7a5 \uade0\ud615\uc801\uc774\uba70, \ub3d9\uc2dc\uc5d0 Wyckoff\uac00 \uc81c\uc2dc\ud55c UTAD $73,450.0 \uc774\ud6c4 LPSY $73,066.2 \ubd84\ubc30 Phase D \ud574\uc11d\uc740 \ubb34\uc2dc\ud560 \uc218 \uc5c6\ub294 \ubc18\ub300 \uad6c\uc870 \uacbd\uace0\uc785\ub2c8\ub2e4. \ub530\ub77c\uc11c \ud575\uc2ec \uad6c\uc870 \uacbd\uacc4\ub294 \uc704\ub85c $73,128.00~$73,450.00, \uc544\ub798\ub85c $71,382.10\uc774\uba70, \ud2b9\ud788 $71,382.10\uc774 \ubb34\ub108\uc9c0\uba74 \ud604 \uc885\ud569 \uc0c1\uc2b9 \uad6c\uc870 \ud310\uc815\uc740 \uc720\ud6a8\uc131\uc744 \ud06c\uac8c \uc783\uc2b5\ub2c8\ub2e4."
  },
  "overall_signal": "bullish",
  "overall_confidence": 0.64,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.63,
    "waypoints": [
      {
        "seq": 1,
        "price": 72416.05,
        "type": "support_test",
        "source": "Fibonacci(EQ/0.5), ICT(premium\u2192EQ \ubcf5\uadc0), Candlestick(EMA20 \ud558\ud68c \ud6c4 \ub20c\ub9bc), Derivatives(\uc7ac\uc815\ub82c \uad6c\uac04)",
        "description": "\ud604\uc7ac\uac00 $72,625.40\uac00 EMA20 $72,687.77\uc640 Fib ret_0.382 $72,660.06 \uc544\ub798\uc5d0\uc11c \uc815\uccb4\ub418\uace0 \uc14b\uc5c5 bias\uac00 76% \uc57d\uc138\uc774\ubbc0\ub85c, \uc6b0\uc120 Fib 0.5/EQ $72,416.05(\ud504\ub9ac\ubbf8\uc5c4\u2192\uade0\ud615 \ubcf5\uadc0 \uacbd\uacc4)\ub85c\uc758 \uc120\uc870\uc815\uc774 \uac00\uc7a5 \uc790\uc5f0\uc2a4\ub7ec\uc6b4 1\ucc28 \uacbd\ub85c\uc785\ub2c8\ub2e4. \ub2e4\uc218 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5 \uc9c0\ubaa9\ud55c \uc911\uac04 \uc9c0\uc9c0\ub300\ub85c, \uad6c\uc870 \ud6fc\uc190 \uc5c6\uc774 \ub20c\ub9bc\uc774 \uc18c\ud654\ub420 1\ucc28 \ubc18\uc751 \ub808\ubca8\uc785\ub2c8\ub2e4.",
        "est_hours": 3.0,
        "turning_zone": [
          72278.0,
          72416.05
        ],
        "likely_wick": 72330.0,
        "rejection_confirm": 72538.06,
        "invalid_overshoot": 72172.04,
        "calibration_reasoning": "Fib 0.5/EQ $72,416.05\uc744 \uc0c1\ub2e8\uc73c\ub85c \ub450\uace0 ATR 0.4\ubc30(~$138) \ud3ed\uc73c\ub85c \ud558\ubc29 \ud655\uc7a5\ud588\uc73c\uba70, \ubc18\ub4f1 \ud655\uc778\uc740 Fib 0.5\u00b70.382 confluence $72,538.06, \uc774\ud0c8 \ubb34\ud6a8\ud654\ub294 Fib 0.618 $72,172.04\ub85c \uc124\uc815."
      },
      {
        "seq": 2,
        "price": 71998.33,
        "type": "liquidity_sweep",
        "source": "WP1 Candidate fib_confluence, ICT EQ $71,960.10, Derivatives \uc9c0\uc9c0 $71,400~$72,000, Fib 0.618 $72,172.04 \uc778\uadfc",
        "description": "$72,416.05 \ubc18\uc751\uc774 \uc57d\ud560 \uacbd\uc6b0 Wyckoff LPSY/UTAD \uc0c1\ub2e8 \ud568\uc815 \ub9e5\ub77d\uc774 \uc774\uc5b4\uc9c0\uba70 $72,000 \uc2ec\ub9ac/\uc720\ub3d9\uc131 \uad6c\uac04\uae4c\uc9c0 sell-side \uccad\uc0b0\uc774 \uc720\ub3c4\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. ICT EQ $71,960.10\uacfc Fib 0.618 $72,172.04, Derivatives\uac00 \uc9c0\ubaa9\ud55c $71,400~$72,000 \uc9c0\uc9c0 \ud558\ub2e8\uacfc \uc911\ucca9\ub418\ub294 \ud575\uc2ec \ub9e4\uc218 \ubc29\uc5b4 \uad6c\uac04\uc73c\ub85c, \uad6c\uc870 \uc720\ud6a8 \uc0c1\ud0dc\uc758 \uae4a\uc740 \ub20c\ub9bc \uc885\ucc29\uc810\uc785\ub2c8\ub2e4.",
        "est_hours": 8.0,
        "turning_zone": [
          71824.63,
          71998.33
        ],
        "likely_wick": 71880.0,
        "rejection_confirm": 72172.04,
        "invalid_overshoot": 71700.0,
        "calibration_reasoning": "$72,000 \uc2ec\ub9ac \ub77c\uc6b4\ub4dc\ub118\ubc84 \ud558\ubc29 \uc720\ub3d9\uc131 \uc790\uc11d \ud6a8\uacfc\ub85c ICT EQ $71,960.10\uacfc Fib 0.786 $71,824.63 \uc0ac\uc774\ub85c \uc2a4\uc715 \uac00\ub2a5, ATR 0.5\ubc30(~$173) \ud3ed\uc73c\ub85c calibrate\ud558\uace0 wick\uc740 $71,900 \ud558\ub2e8 sweep point\uc5d0 bias."
      },
      {
        "seq": 3,
        "price": 72687.77,
        "type": "resistance_test",
        "source": "Candlestick/Derivatives/Fibonacci/Harmonic/Elliott \uacf5\ud1b5 EMA20, Fib ret_0.382 $72,660.06",
        "description": "$71,998~$72,172 \uc9c0\uc9c0\uc5d0\uc11c \ubc18\uc751 \ud655\uc778 \ud6c4, \uc911\uae30 \uc0c1\uc2b9 \uad6c\uc870(EMA120 \uc0c1\ubc29\u00b7wave_quality 0.85)\uac00 \uc5ec\uc804\ud788 \uc720\ud6a8\ud558\ubbc0\ub85c EMA20 $72,687.77 \ubc0f Fib ret_0.382 $72,660.06 \ud074\ub7ec\uc2a4\ud130 \uc7ac\ud0c8\ud658 \uc2dc\ub3c4\uac00 \uc774\uc5b4\uc9d1\ub2c8\ub2e4. \uc774 \uad6c\uac04 \ud68c\ubcf5\uc774 \uc0c1\ubc29 \uc7ac\uac1c\uc758 \uad00\ubb38\uc785\ub2c8\ub2e4.",
        "est_hours": 16.0,
        "turning_zone": [
          72687.77,
          72826.0
        ],
        "likely_wick": 72780.0,
        "rejection_confirm": 72538.06,
        "invalid_overshoot": 72858.5,
        "calibration_reasoning": "EMA20 $72,687.77\uacfc Fib 0.382 $72,660.06 cluster\ub97c \ud558\ub2e8\uc73c\ub85c, ATR 0.4\ubc30 \ud3ed \uc0c1\ubc29 \ud655\uc7a5\ud558\uc5ec ICT BOS $72,858.50 \uc9c1\uc804\uae4c\uc9c0 zone \uc124\uc815; BOS \ub3cc\ud30c \uc2dc WP4\ub85c \uc5f0\uc7a5\ub418\ubbc0\ub85c \uadf8 \ub808\ubca8\uc744 \ubb34\ud6a8\ud654 \uae30\uc900\uc73c\ub85c \uc801\uc6a9."
      },
      {
        "seq": 4,
        "price": 73128.0,
        "type": "resistance_test",
        "source": "ICT BOS bullish $73,128.00, Elliott \uc9c1\uc804 \uc784\ud384\uc2a4 \uace0\uc810 $73,128.0, Wyckoff LPSY $73,066.2 \uc0c1\ub2e8",
        "description": "EMA20 \uc7ac\ud0c8\ud658 \uc2dc ICT BOS $72,858.50\uc744 \ub118\uc5b4 \uc9c1\uc804 \uc784\ud384\uc2a4 \uace0\uc810 $73,128.00 \uc7ac\uc2dc\ud5d8\uae4c\uc9c0 \uc5f0\uc7a5\ub429\ub2c8\ub2e4. \ub2e4\ub9cc \uadf8 \uc704 $73,450 UTAD\ub294 Wyckoff \ubd84\ubc30 \uc0c1\ub2e8\uc73c\ub85c \uc989\uc2dc \ub3cc\ud30c\ubcf4\ub2e4\ub294 \uc7ac\uac70\ubd80/\uc2a4\uc715 \ubc18\uc751\uc774 \uba3c\uc800 \ub098\uc62c \uac00\ub2a5\uc131\uc774 \ub192\uc544, 24\uc2dc\uac04 \uc9c0\ud3c9\uc5d0\uc11c\ub294 $73,128 \uad6c\uac04\uc774 \ud604\uc2e4\uc801 \uc0c1\ub2e8 \ud0c0\uae43\uc785\ub2c8\ub2e4.",
        "est_hours": 23.0,
        "turning_zone": [
          73128.0,
          73380.0
        ],
        "likely_wick": 73320.0,
        "rejection_confirm": 72961.98,
        "invalid_overshoot": 73450.0,
        "calibration_reasoning": "Terminal waypoint\ub85c ATR 0.7\ubc30(~$242) \ud3ed \ubd80\uc5ec, $73,450 UTAD/ext_1.0 \ub354\ube14 confluence\uac00 \uc720\ub3d9\uc131 \uc790\uc11d \uc5ed\ud560\uc744 \ud558\ubbc0\ub85c wick\uc740 \uadf8 \ubc14\ub85c \uc544\ub798 $73,320\uc5d0 bias; $73,450 \ub3cc\ud30c \uc2dc Wyckoff \ubd84\ubc30 \uc0c1\ub2e8 \uc774\ud0c8\ub85c \uad6c\uc870 \ubcc0\uacbd\ub418\uc5b4 \ubb34\ud6a8\ud654."
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 72687.77,
        "expected_low": 72300.0,
        "high_first": false
      },
      "8h": {
        "expected_high": 72687.77,
        "expected_low": 71998.33,
        "high_first": false
      },
      "24h": {
        "expected_high": 73128.0,
        "expected_low": 71998.33,
        "high_first": false
      }
    },
    "triggers": {
      "bullish": {
        "price": 72858.5,
        "description": "EMA20 $72,687.77 + Fib ret_0.382 $72,660.06 \uc218\uc6a9 \ud6c4 ICT BOS $72,858.50 \uc7ac\ub3cc\ud30c \uc2dc $73,128~$73,450 \uc0c1\ub2e8 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5 \uac00\uc18d \ud655\uc778. Derivatives OI trend 0.814 \ubc0f CVD divergence 0.850\uc774 \uc0c1\ubc29 \uc5f0\uc18d\uc131\uc744 \ub4b7\ubc1b\uce68."
      },
      "bearish": {
        "price": 71382.1,
        "description": "ICT \ud575\uc2ec \uad6c\uc870 \uc800\uc810 $71,382.10 \uc774\ud0c8 \uc2dc Chairman\uc774 \uba85\uc2dc\ud55c \uc0c1\uc2b9 \uad6c\uc870 \uc720\ud6a8\uc131 \uc0c1\uc2e4. Wyckoff Phase D\uc5d0\uc11c SOW/Phase E \uc804\ud658 \uac00\ub2a5\uc131 \ud655\ub300\ub418\uba70 $71,079.77(EMA120)\u2192$70,470.20 \ucabd \ub9e4\ubb3c \uc18c\ud654 \uad6d\uba74\uc73c\ub85c \uc774\ud589."
      }
    },
    "scenario_invalidation": 71382.1
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 72416.05,
        "turning_zone": [
          72278.0,
          72416.05
        ],
        "likely_wick": 72330.0,
        "rejection_confirm": 72538.06,
        "invalid_overshoot": 72172.04,
        "calibration_reasoning": "Fib 0.5/EQ $72,416.05\uc744 \uc0c1\ub2e8\uc73c\ub85c \ub450\uace0 ATR 0.4\ubc30(~$138) \ud3ed\uc73c\ub85c \ud558\ubc29 \ud655\uc7a5\ud588\uc73c\uba70, \ubc18\ub4f1 \ud655\uc778\uc740 Fib 0.5\u00b70.382 confluence $72,538.06, \uc774\ud0c8 \ubb34\ud6a8\ud654\ub294 Fib 0.618 $72,172.04\ub85c \uc124\uc815."
      },
      {
        "seq": 2,
        "base_target": 71998.33,
        "turning_zone": [
          71824.63,
          71998.33
        ],
        "likely_wick": 71880.0,
        "rejection_confirm": 72172.04,
        "invalid_overshoot": 71700.0,
        "calibration_reasoning": "$72,000 \uc2ec\ub9ac \ub77c\uc6b4\ub4dc\ub118\ubc84 \ud558\ubc29 \uc720\ub3d9\uc131 \uc790\uc11d \ud6a8\uacfc\ub85c ICT EQ $71,960.10\uacfc Fib 0.786 $71,824.63 \uc0ac\uc774\ub85c \uc2a4\uc715 \uac00\ub2a5, ATR 0.5\ubc30(~$173) \ud3ed\uc73c\ub85c calibrate\ud558\uace0 wick\uc740 $71,900 \ud558\ub2e8 sweep point\uc5d0 bias."
      },
      {
        "seq": 3,
        "base_target": 72687.77,
        "turning_zone": [
          72687.77,
          72826.0
        ],
        "likely_wick": 72780.0,
        "rejection_confirm": 72538.06,
        "invalid_overshoot": 72858.5,
        "calibration_reasoning": "EMA20 $72,687.77\uacfc Fib 0.382 $72,660.06 cluster\ub97c \ud558\ub2e8\uc73c\ub85c, ATR 0.4\ubc30 \ud3ed \uc0c1\ubc29 \ud655\uc7a5\ud558\uc5ec ICT BOS $72,858.50 \uc9c1\uc804\uae4c\uc9c0 zone \uc124\uc815; BOS \ub3cc\ud30c \uc2dc WP4\ub85c \uc5f0\uc7a5\ub418\ubbc0\ub85c \uadf8 \ub808\ubca8\uc744 \ubb34\ud6a8\ud654 \uae30\uc900\uc73c\ub85c \uc801\uc6a9."
      },
      {
        "seq": 4,
        "base_target": 73128.0,
        "turning_zone": [
          73128.0,
          73380.0
        ],
        "likely_wick": 73320.0,
        "rejection_confirm": 72961.98,
        "invalid_overshoot": 73450.0,
        "calibration_reasoning": "Terminal waypoint\ub85c ATR 0.7\ubc30(~$242) \ud3ed \ubd80\uc5ec, $73,450 UTAD/ext_1.0 \ub354\ube14 confluence\uac00 \uc720\ub3d9\uc131 \uc790\uc11d \uc5ed\ud560\uc744 \ud558\ubbc0\ub85c wick\uc740 \uadf8 \ubc14\ub85c \uc544\ub798 $73,320\uc5d0 bias; $73,450 \ub3cc\ud30c \uc2dc Wyckoff \ubd84\ubc30 \uc0c1\ub2e8 \uc774\ud0c8\ub85c \uad6c\uc870 \ubcc0\uacbd\ub418\uc5b4 \ubb34\ud6a8\ud654."
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 20.0,
      "chairman": 29.6,
      "operating_path": 57.7,
      "tp_calibrator": 44.9
    },
    "agents": {},
    "total_s": 152.3
  }
}