{
  "symbol": "BTC/USDT",
  "timeframe": "4h",
  "timestamp": "2026-03-26 13:00 KST",
  "last_price": 70881.9,
  "num_candles": 299,
  "stage1_analyses": {
    "wyckoff": {
      "agent_id": "wyckoff",
      "display_name": "Wyckoff Expert",
      "signal": "bearish",
      "confidence": 0.74,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.72,
      "setup_signals": [
        "\uac00\uaca9 $70,881.90\uc740 \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\ucd5c\uadfc LPSY \ud6c4\ubcf4\uac00 $71,999.90\uc5d0\uc11c \ud615\uc131\ub418\uc5c8\uace0 \ud604\uc7ac\uac00\ub294 \uadf8 \uc544\ub798\ub85c \ub418\ubc00\ub9bc",
        "UT $74,046.50 \uc774\ud6c4 UTAD $74,856.20 \uc0c1\ub2e8 \uc2e4\ud328\uac00 \ud655\uc778\ub418\uc5b4 Phase D \ubd84\ubc30 \uc555\ub825\uc774 \uc6b0\uc138",
        "\ud604\uc7ac\uac00\ub294 BC/\uba54\uc778 \ub808\uc778\uc9c0 \uc0c1\ub2e8 $72,300.00 \uc544\ub798\uc5d0 \uc788\uc5b4 \uc0c1\ub2e8 \uc7ac\uc218\uc6a9\uc774 \uc544\uc9c1 \uc5c6\uc74c",
        "\ud558\ubc29 \uc720\ub3d9\uc131 \uae30\uc900\uc73c\ub85c AR \uc800\uc810 $65,081.00 \ubc0f SOW_IN_PHASE_B $62,979.50\uc774 \ubbf8\ud574\uacb0 \ud14c\uc2a4\ud2b8 \uad6c\uac04"
      ],
      "reasoning": "4\uc2dc\uac04 \uad6c\uc870\ub294 regime=DIS, regime_fitness 0.963\uc73c\ub85c \ubd84\ubc30 \uad6c\uc870\uac00 \uc6b0\uc138\ud558\uba70, \uc774\ubca4\ud2b8 \uccb4\uc778\uc740 BC $72,300.00 \u2192 AR $65,081.00 \u2192 ST $70,938.50 \u2192 SOW_IN_PHASE_B $62,979.50 \u2192 UT $74,046.50 \u2192 UTAD $74,856.20 \u2192 LPSY $71,999.90 \uc21c\uc11c\uc785\ub2c8\ub2e4. \ud604\uc7ac\uac00\ub294 $70,881.90\uc73c\ub85c LPSY $71,999.90 \uc544\ub798\uc5d0 \uc788\uace0, \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uc601\uc5ed\uc5d0 \uc788\uc5b4 \uad6c\uc870\uc801\uc73c\ub85c\ub294 Phase D\uc758 LPSY \uc774\ud6c4 \uacf5\uae09 \uc7ac\ub4f1\uc7a5 \ud574\uc11d\uc774 \uc6b0\uc120\uc785\ub2c8\ub2e4. \ub2e4\ub9cc \ub808\uc778\uc9c0 \ud558\ub2e8 \ubd95\uad34\uac00 \uc544\uc9c1 \ud655\uc815\ub41c \uac83\uc740 \uc544\ub2c8\ubbc0\ub85c \uc989\uac01\uc801\uc778 \uacb0\ub860\uc740 \u2018\ud655\uc815 \ud558\ub77d \ucd94\uc138\u2019\uac00 \uc544\ub2c8\ub77c, $71,999.90~$72,300.00 \uc7ac\uc218\uc6a9 \uc2e4\ud328 \uc2dc $68,690.50 \ubc0f $65,081.00 \uc7ac\ud14c\uc2a4\ud2b8 \uac00\ub2a5\uc131\uc774 \ub192\uc740 \ubd84\ubc30 Phase D \uc2dc\ub098\ub9ac\uc624\uc785\ub2c8\ub2e4. $72,300.00\uc744 \ud68c\ubcf5\ud558\uace0 \ud2b9\ud788 UTAD $74,856.20 \uc704\uc5d0\uc11c 4\uc2dc\uac04 \uc218\uc6a9\uc774 \ub098\uc624\uba74 \ud604\uc7ac LPSY \uae30\ubc18 \uc57d\uc138 \ud574\uc11d\uc740 \ud6fc\uc190\ub429\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          68690.5,
          65081.0,
          62979.5
        ],
        "resistance": [
          71999.9,
          72300.0,
          74046.5,
          74856.2
        ]
      },
      "time_horizon": "medium term",
      "invalidation_level": "$74,856.20 \uc0c1\ubc29 4\uc2dc\uac04 \uc885\uac00 \uc218\uc6a9",
      "risk_scenario": "$71,999.90 LPSY\uc640 $72,300.00 BC/\ub808\uc778\uc9c0 \uc0c1\ub2e8\uc744 \uc7ac\uc218\uc6a9\ud558\uba74 \ub2e8\uae30 \uc57d\uc138 \uc14b\uc5c5\uc740 \uc57d\ud654\ub418\uace0, $74,046.50 UT \ubc0f $74,856.20 UTAD \uc7ac\uc2dc\ud5d8\uc73c\ub85c \uc774\uc5b4\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 $74,856.20 \uc704\uc5d0\uc11c \uc218\uc6a9\ub418\uba74 \ud604\uc7ac \ubd84\ubc30 Phase D/LPSY \ud574\uc11d\uc740 \ubb34\ud6a8\ud654\ub418\uace0 \uc0c1\ub2e8 \uc7ac\ud3c9\uac00\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.",
      "data_quality": "high",
      "metrics": {
        "acc_score": 95.7,
        "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": 27,
            "price": 72300.0,
            "color": "#ffd166"
          },
          {
            "label": "AR",
            "side": "low",
            "idx": 50,
            "price": 65081.0,
            "color": "#06d6a0"
          },
          {
            "label": "ST",
            "side": "high",
            "idx": 66,
            "price": 70938.5,
            "color": "#118ab2"
          },
          {
            "label": "SOW_IN_PHASE_B",
            "side": "low",
            "idx": 143,
            "price": 62979.5,
            "color": "#ef476f"
          },
          {
            "label": "UT",
            "side": "high",
            "idx": 170,
            "price": 74046.5,
            "color": "#f9844a"
          },
          {
            "label": "UTAD",
            "side": "high",
            "idx": 247,
            "price": 74856.2,
            "color": "#f9844a"
          },
          {
            "label": "LPSY",
            "side": "high",
            "idx": 294,
            "price": 71999.9,
            "color": "#8338ec"
          }
        ],
        "phase_structures": [
          {
            "structure_id": "4h_cycle_1",
            "sequence": 1,
            "timeframe": "4h",
            "regime": "distribution",
            "role": "current_structure_candidate",
            "is_active": true,
            "is_completed": false,
            "is_confirmed": true,
            "structure_bias": "bearish",
            "phase_context": "distribution",
            "start_idx": 27,
            "end_idx": 294,
            "phase_count": 7,
            "phases": [
              {
                "label": "BC",
                "side": "high",
                "idx": 27,
                "price": 72300.0,
                "color": "#ffd166",
                "dt": "2026-02-09 05:00:00+09:00"
              },
              {
                "label": "AR",
                "side": "low",
                "idx": 50,
                "price": 65081.0,
                "color": "#06d6a0",
                "dt": "2026-02-13 01:00:00+09:00"
              },
              {
                "label": "ST",
                "side": "high",
                "idx": 66,
                "price": 70938.5,
                "color": "#118ab2",
                "dt": "2026-02-15 17:00:00+09:00"
              },
              {
                "label": "SOW_IN_PHASE_B",
                "side": "low",
                "idx": 143,
                "price": 62979.5,
                "color": "#ef476f",
                "dt": "2026-02-28 13:00:00+09:00"
              },
              {
                "label": "UT",
                "side": "high",
                "idx": 170,
                "price": 74046.5,
                "color": "#f9844a",
                "dt": "2026-03-05 01:00:00+09:00"
              },
              {
                "label": "UTAD",
                "side": "high",
                "idx": 247,
                "price": 74856.2,
                "color": "#f9844a",
                "dt": "2026-03-17 21:00:00+09:00"
              },
              {
                "label": "LPSY",
                "side": "high",
                "idx": 294,
                "price": 71999.9,
                "color": "#8338ec",
                "dt": "2026-03-25 17:00:00+09:00"
              }
            ]
          }
        ],
        "active_structure_id": "4h_cycle_1",
        "primary_structure_id": "4h_cycle_1",
        "structure_count": 1,
        "regime_fitness": 0.9625,
        "current_event": "LPSY",
        "major_phase": "D",
        "pos_in_range": 0.5,
        "main_range_low": 65081.0,
        "main_range_high": 72300.0
      }
    },
    "ict": {
      "agent_id": "ict",
      "display_name": "ICT Trader",
      "signal": "bullish",
      "confidence": 0.76,
      "structure_bias": "bullish",
      "setup_bias": "bullish",
      "setup_score": 0.92,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $70,881.90\uac00 EQ $71,038.50 \uc544\ub798\uc5d0 \uc788\uc5b4 \ud560\uc778(discount) \uc601\uc5ed\uc5d0\uc11c \uac70\ub798 \uc911",
        "EMA20 $70,526.48, EMA120 $70,288.31, EMA240 $70,237.40 \uc704\uc5d0\uc11c \uac00\uaca9\uc774 \uc720\uc9c0\ub418\uc5b4 \ub2e8\uae30\u00b7\uc911\uae30 \ud3c9\uade0 \uc704 \uc218\uc6a9 \ud655\uc778",
        "\ud558\ub2e8\uc5d0 \ud6c4\ubcf4 bullish OB $65,569.20-$67,496.40 \uc874\uc7ac, \uc544\uc9c1 \ud65c\uc131 \ud655\uc815\uc740 \uc544\ub2c8\uc9c0\ub9cc \ud560\uc778 \ub9e4\uc218 \ubc30\uc5f4\ub85c \uc791\ub3d9 \uac00\ub2a5",
        "\uc774\uc804\uc77c \uace0\uac00 $71,999.90 \ubc0f 7\uc77c \uace0\uac00 $71,999.90\uac00 \uc544\uc9c1 \ubbf8\ub3cc\ud30c\ub418\uc5b4 \uc0c1\ub2e8 buy-side liquidity \ubaa9\ud45c\ub85c \ub0a8\uc544 \uc788\uc74c",
        "\uc774\uc804\uc77c \uc800\uac00 $68,884.50\uc640 range low $67,300.00\uc774 \uc544\uc9c1 \uae68\uc9c0\uc9c0 \uc54a\uc544 \ud604\uc7ac bullish retracement \uad6c\uc870 \uc720\uc9c0"
      ],
      "reasoning": "\ud655\uc815 \uad6c\uc870\ub294 $68,687.00 \uc0c1\ubc29 CHoCH \uc774\ud6c4 $69,999.00 \ubc0f $74,046.50 \uc0c1\ubc29 BOS\uac00 \uc5f0\uc18d\uc73c\ub85c \ubc1c\uc0dd\ud588\uae30 \ub54c\ubb38\uc5d0 bullish\ub85c \ud310\ub2e8\ud55c\ub2e4. \ud604\uc7ac\uac00\ub294 $70,881.90\ub85c EQ $71,038.50 \ubc14\ub85c \uc544\ub798\uc758 discount \uc601\uc5ed\uc5d0 \uc788\uc73c\uba70, EMA20 $70,526.48 / EMA120 $70,288.31 / EMA240 $70,237.40 \uc704\uc5d0\uc11c \uc720\uc9c0\ub418\uace0 \uc788\uc5b4 \ub9e4\uc218 \uce21 \ubc29\uc5b4\uac00 \uc0b4\uc544 \uc788\ub2e4. \ub2e4\ub9cc \ud65c\uc131\ud654\ub41c bullish OB\ub098 \ubbf8\ucda9\uc871 FVG\ub294 \uc5c6\uace0, \uac00\uc7a5 \uac00\uae4c\uc6b4 bullish OB\ub294 $65,569.20-$67,496.40\uc758 \ud6c4\ubcf4 \uad6c\uac04\uc5d0 \ubd88\uacfc\ud574 \uc9c4\uc785 \uadfc\uac70\uc758 \ud488\uc9c8\uc740 \uc644\uc804\ud558\uc9c0 \uc54a\ub2e4. \uc0c1\ub2e8\uc73c\ub85c\ub294 \uc774\uc804\uc77c \uace0\uac00\uc774\uc790 7\uc77c \uace0\uac00\uc778 $71,999.90\uc774 1\ucc28 buy-side liquidity\uc774\uba70, \uadf8 \uc704\ub294 $74,046.50 BOS \ub808\ubca8\uacfc range high $74,777.00\uc774 \uc8fc\uc694 \ubaa9\ud45c\ub2e4.",
      "key_levels": {
        "support": [
          70526.48,
          70288.31,
          70237.4,
          68884.5,
          67496.4,
          67300,
          65569.2
        ],
        "resistance": [
          71038.5,
          71999.9,
          74046.5,
          74777
        ]
      },
      "time_horizon": "medium term",
      "invalidation_level": "$67,300.00",
      "risk_scenario": "$71,999.90 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ub3cc\ud30c\ud558\uc9c0 \ubabb\ud558\uace0 EQ $71,038.50 \uc704 \uc218\uc6a9\uc5d0 \uc2e4\ud328\ud558\uba74, \uac00\uaca9\uc740 EMA \ud074\ub7ec\uc2a4\ud130 $70,526.48-$70,237.40\uc744 \uc7ac\ucc28 \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\ub2e4. \uc774 \uad6c\uac04\uc774 \ubb34\ub108\uc9c0\uba74 \uc774\uc804\uc77c \uc800\uac00 $68,884.50\uc73c\ub85c \ud558\ub77d \uc555\ub825\uc774 \ud655\ub300\ub418\uace0, $67,300.00 range low \uc774\ud0c8 \uc2dc \ud604\uc7ac bullish setup\uc740 \uc2e4\ud328\ub85c \uac04\uc8fc\ub41c\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "order_blocks_total": 2,
        "confirmed_bullish_ob": 0,
        "confirmed_bearish_ob": 0,
        "candidate_bullish_ob": 2,
        "candidate_bearish_ob": 0,
        "active_bullish_ob": 0,
        "active_bearish_ob": 0,
        "nearest_bull_ob_range": {
          "bottom": 65569.2,
          "top": 67496.4,
          "quality": "candidate",
          "score": 0.546
        },
        "nearest_bear_ob_range": null,
        "active_bullish_ob_list": [],
        "active_bearish_ob_list": [],
        "ob_mitigated_count": 0,
        "unfilled_bull_fvg_count": 0,
        "unfilled_bear_fvg_count": 0,
        "bull_fvg_ranges": [],
        "bear_fvg_ranges": [],
        "fvg_open_count": 0,
        "fvg_mitigated_count": 59,
        "fvg_open_zones": [],
        "bos_choch_events": [
          "BOS_bearish",
          "CHoCH_bullish",
          "BOS_bullish",
          "BOS_bullish"
        ],
        "bos_choch_levels": [
          {
            "type": "BOS_bearish",
            "level": 65595.7
          },
          {
            "type": "CHoCH_bullish",
            "level": 68687.0
          },
          {
            "type": "BOS_bullish",
            "level": 69999.0
          },
          {
            "type": "BOS_bullish",
            "level": 74046.5
          }
        ],
        "bos_sequence": [
          "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": "discount",
        "eq_level": 71038.5,
        "range_high": 74777.0,
        "range_low": 67300.0,
        "bull_score": 7.7,
        "bear_score": 2.5,
        "setup_bias": "bullish",
        "setup_score": 0.92,
        "setup_signals": [
          "bullish CHoCH above $68,687.00",
          "bullish BOS above $69,999.00",
          "bullish BOS above $74,046.50"
        ],
        "retracement_direction": "bullish",
        "current_retracement_pct": 26.4,
        "deepest_retracement_pct": 64.7,
        "previous_day_high": 71999.9,
        "previous_day_low": 68884.5,
        "broken_prev_high": false,
        "broken_prev_low": false,
        "sessions": {}
      }
    },
    "derivatives": {
      "agent_id": "derivatives",
      "display_name": "Derivatives Trader",
      "signal": "bearish",
      "confidence": 0.58,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.66,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $70,881.90\ub294 7\uc77c \ub808\uc778\uc9c0 EQ \uc57d $69,649.95 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "\uc0c1\ub2e8 \uc720\ub3d9\uc131 $71,500 \ubc0f $72,100\uc774 \uadfc\uc811\ud574 \uc788\uc73c\ub098, $72,000 \ubd80\uadfc 7\uc77c \uace0\uc810 \ub3cc\ud30c \ud6c4 \uad6c\uc870\uc801 \uc218\uc6a9\uc740 \uc544\uc9c1 \ubbf8\ud655\uc778",
        "\ub871 \uacc4\uc815 \ube44\uc728 0.583, account_long_crowding 0.682\ub85c \ub871 \ud3ec\uc9c0\uc154\ub2dd\uc774 \uc0c1\ub300\uc801\uc73c\ub85c \ud63c\uc7a1\ud55c \uc0c1\ud0dc",
        "24\uc2dc\uac04 \ub871 \uacc4\uc815 \ubcc0\ud654 -0.0472, \uc20f \uacc4\uc815 \ubcc0\ud654 +0.047\ub85c \ub871 \ucd95\uc18c\u00b7\uc20f \uc99d\uac00 \ud750\ub984\uc774 \ub098\ud0c0\ub098\uba70 \ubc29\ud5a5\uc131 \ud655\uc815 \uc804 \ud3ec\uc9c0\uc158 \uc7ac\ubc30\uce58 \uc9c4\ud589",
        "OI 24h \ubcc0\ud654 \uc810\uc218 0.714 \ubc0f oi_trend 0.571\ub85c \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785\uc774 \uc788\uc73c\ub098 \uac00\uaca9\uc740 24\uc2dc\uac04 +0.27%\uc5d0 \uadf8\uccd0 \ucc38\uc5ec \ub300\ube44 \uac00\uaca9 \ubc18\uc751\uc774 \uc57d\ud568",
        "\uac00\uc7a5 \uac00\uae4c\uc6b4 \ud558\ubc29 \uccad\uc0b0 \uc720\ub3d9\uc131 $70,800\uc774 \ud604\uc7ac\uac00 \ubc14\ub85c \uc544\ub798\uc5d0 \uc704\uce58\ud558\uace0, \ucd94\uac00 \ud558\ubc29 \uc720\ub3d9\uc131\uc740 $69,400 \ubc0f $68,700\uc5d0 \uc9d1\uc911"
      ],
      "reasoning": "\ud604\uc7ac BTC\ub294 $70,881.90\uc73c\ub85c EMA20 $70,526.48, EMA120 $70,288.31, EMA240 $70,237.40 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uad6c\uc870\uac00 \uc644\uc804\ud788 \uc57d\uc138\ub85c \uc804\ud658\ub410\ub2e4\uace0 \ubcf4\uae30\ub294 \uc5b4\ub835\uc9c0\ub9cc, $72,000~$72,100 \uc0c1\ub2e8 \uad6c\uc870 \ub3cc\ud30c\uc640 \uc218\uc6a9\uc774 \ud655\uc778\ub418\uc9c0 \uc54a\uc544 structure_bias\ub294 \uc911\ub9bd\uc73c\ub85c \ubcf8\ub2e4. \ubc18\uba74 setup \uce21\uba74\uc5d0\uc11c\ub294 7\uc77c \ub808\uc778\uc9c0 EQ \uc57d $69,649.95 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \ub871 \uacc4\uc815 \ube44\uc728 0.583 \ubc0f account_long_crowding 0.682\uac00 \uc720\uc9c0\ub418\uace0 \uc788\uc5b4 \ub2e8\uae30 contrarian \ud558\ubc29 \uc14b\uc5c5\uc774 \uc6b0\uc138\ud558\ub2e4. OI\ub294 \uc99d\uac00\ud558\uace0 \uc788\uc9c0\ub9cc \uac00\uaca9\uc740 24\uc2dc\uac04 +0.27%\uc5d0 \uadf8\uccd0 \uc2e0\uaddc \ud3ec\uc9c0\uc158 \uc720\uc785 \ub300\ube44 \uc0c1\uc2b9 \ucd94\uc9c4\ub825\uc774 \uc57d\ud558\uba70, funding_pressure 0.474\uc640 basis -0.0558%\ub294 \uac15\ud55c \ub871 \ucd94\uaca9\ubcf4\ub2e4\ub294 \ubd88\uc548\uc815\ud55c \ud3ec\uc9c0\uc154\ub2dd\uc744 \uc2dc\uc0ac\ud55c\ub2e4. \uac00\uc7a5 \uac00\uae4c\uc6b4 \ud558\ubc29 \uc720\ub3d9\uc131\uc740 $70,800\uc774\uace0, \uc774\ud0c8 \uc2dc $69,400, $68,700\uae4c\uc9c0 \uccad\uc0b0 \uc790\uc11d\uc774 \uc5f4\ub9b4 \uc218 \uc788\uc73c\uba70, \ubc18\ub300\ub85c $72,100 \uc704 \uc218\uc6a9\uc774 \ub098\uc624\uba74 \uc774 \ud558\ubc29 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub41c\ub2e4.",
      "key_levels": {
        "support": [
          70800,
          69400,
          68700,
          67300
        ],
        "resistance": [
          71500,
          71999.9,
          72100,
          72900
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "$72,100 \uc0c1\ubc29 \ub3cc\ud30c \ud6c4 4\uc2dc\uac04\ubd09 \uc885\uac00 \uc218\uc6a9",
      "risk_scenario": "$71,500 \uc0c1\ub2e8 \uc720\ub3d9\uc131\uc744 \ud761\uc218\ud55c \ub4a4 $72,100 \uc704\uc5d0\uc11c 4\uc2dc\uac04\ubd09 \uc885\uac00 \uc218\uc6a9\uc774 \ub098\uc624\uba74 \uc20f \ud3ec\uc9c0\uc158\uc774 \uc5ed\uccad\uc0b0\ub418\uba70 $72,900 \uccad\uc0b0 \ud074\ub7ec\uc2a4\ud130\uae4c\uc9c0 \ube60\ub974\uac8c \ud655\uc7a5\ub420 \uc218 \uc788\ub2e4. \uc774 \uacbd\uc6b0 OI \uc99d\uac00\uac00 \uc20f \ucee4\ubc84\ub9c1\uacfc \uc2e0\uaddc \ub871 \uc720\uc785\uc73c\ub85c \uc804\ud658\ub418\uba70 \ud604\uc7ac\uc758 bearish setup\uc740 \uc2e4\ud328\ub85c \ubd10\uc57c \ud55c\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "cvd_divergence": 0.7,
        "cvd_change": 3197.122,
        "oi_trend": 0.571,
        "oi_change_pct_24h": 0.714,
        "oi_latest": 86773.028,
        "funding_pressure": 0.474,
        "funding_avg": 2.638e-05,
        "funding_change_24h": 1.38e-06,
        "long_account_ratio": 0.582,
        "short_account_ratio": 0.418,
        "long_account_latest": 0.583,
        "short_account_latest": 0.417,
        "long_account_change_24h": -0.0472,
        "short_account_change_24h": 0.0472,
        "account_flow_label": "short_accounts_rising_long_accounts_falling",
        "account_short_crowding": 0.0,
        "account_long_crowding": 0.682,
        "ls_imbalance": 0.0,
        "ls_imbalance_interpretation": "high=short-account crowding / low=long-account crowding",
        "spot_futures_basis_score": 0.486,
        "spot_futures_basis_pct": -0.0558,
        "basis_change_lookback": -0.0052,
        "aggregate_score": 0.446,
        "bull_signals": 2,
        "bear_signals": 1,
        "liq_below": [
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            28790.82730865
          ],
          [
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            38069.782206899996
          ],
          [
            68700,
            31527.54752085
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        ],
        "liq_above": [
          [
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            32656.38067245
          ],
          [
            72100,
            27149.739497500002
          ],
          [
            72900,
            36028.44062975
          ]
        ],
        "strongest_liq_level": 63100,
        "fragility_score": 0.866,
        "positioning_extreme": "balanced"
      }
    },
    "harmonic": {
      "agent_id": "harmonic",
      "display_name": "Harmonic Specialist",
      "signal": "neutral",
      "confidence": 0.46,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.58,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $70,881.90\ub294 \uc5c4\uaca9 Bat \uc57d\uc138 \ud615\uc131 PRZ $69,635.67-$70,980.82 \ub0b4\ubd80\uc5d0 \uc704\uce58\ud558\uba70, D \uc608\uc0c1\uac00 $70,308.25\ub97c \uc774\ubbf8 \uc0c1\ud68c\ud55c \uc0c1\ud0dc",
        "\uc0c1\ub2e8\uc5d0 \uace0\ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc57d\uc138 Butterfly PRZ $71,233.66-$71,950.11\uac00 \ubc14\ub85c \ub300\uae30 \uc911\uc774\uba70, \uc644\ub8cc\ud615 Butterfly D=$71,748.10\uc740 \ubc18\uc751 \uc810\uc218 0.75\ub85c \uc57d\uc138 \ubc18\uc751 \ud655\uc778",
        "\ucd5c\uadfc 7\uc77c \uace0\uc810 $71,999.90 \ubd80\uadfc\uc740 \uc57d\uc138 Gartley \uc644\ub8cc/\ud615\uc131 \ud074\ub7ec\uc2a4\ud130 $71,645.17-$73,018.42\uc640 \uacb9\uce58\uba70, \uc644\ub8cc\ud615 Gartley D=$71,999.90\ub294 \ubc18\uc751 \uc810\uc218 0.95\ub85c \ubc29\uc5b4 \ud655\uc778",
        "\ud558\ub2e8\uc5d0\ub294 \ubc18\ub300 \ubc29\ud5a5\uc758 Bullish Bat PRZ $68,872.29-$70,101.90 \ubc0f \uc644\ub8cc\ud615 Bullish Bat PRZ $68,830.32-$70,101.88\uac00 \uc788\uc5b4 $70,100 \uc544\ub798\ub85c \ubc00\ub9b4 \uacbd\uc6b0 \ub2e8\uae30 \ubc18\ub4f1 \ud6c4\ubcf4 \uad6c\uac04 \uc874\uc7ac",
        "\uac70\ubc84\ub10c\uc2a4 \uae30\uc900\uc0c1 council_relevant_prz_count=0, directional_influence_prz_count=0, actionable_patterns_list=[]\ub85c, \ud558\ubaa8\ub2c9\ub9cc\uc73c\ub85c \uad6c\uc870 \uc804\ud658\uc744 \uc120\uc5b8\ud560 \uc218 \uc5c6\uc74c"
      ],
      "reasoning": "4\uc2dc\uac04\ubd09 \uae30\uc900 \uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud655\uc778\ub41c BOS/CHoCH \ub610\ub294 \uba85\ud655\ud55c \uad6c\uc870 \uc218\uc6a9 \ub370\uc774\ud130\uac00 \uc5c6\uc73c\ubbc0\ub85c structure_bias\ub294 \uc911\ub9bd\uc73c\ub85c \ub454\ub2e4. \ub2e4\ub9cc \ud604\uc7ac\uac00 $70,881.90\ub294 \ud65c\uc131 \uc57d\uc138 Bat PRZ $69,635.67-$70,980.82\uc758 \uc0c1\ub2e8\ubd80\uc5d0 \uc788\uace0, \ubc14\ub85c \uc704 $71,233.66-$71,950.11\uc5d0\ub294 \uace0\ucee8\ud50c\ub8e8\uc5b8\uc2a4 \uc57d\uc138 Butterfly PRZ\uac00 \uacb9\uccd0 \ub2e8\uae30 setup_bias\ub294 \uc57d\uc138\ub2e4. \ud2b9\ud788 \uc644\ub8cc\ud615 \uc57d\uc138 Gartley\ub294 D=$71,999.90, PRZ $71,645.17-$73,018.42\uc5d0\uc11c reaction_score 0.95\ub97c \uae30\ub85d\ud574 $72,000\ub300\uac00 \uacf5\uae09/\ubc18\uc751 \uad6c\uac04\uc784\uc744 \uac15\ud654\ud55c\ub2e4. \uadf8\ub7ec\ub098 best_pattern\uc778 Bat\ub294 \uc544\uc9c1 forming\uc774\uace0 confirmed_reaction=false\uc774\uba70, \uc804\uccb4\uc801\uc73c\ub85c actionable_patterns_list\uac00 \ube44\uc5b4 \uc788\uc73c\ubbc0\ub85c \uc774 \uc57d\uc138\ub294 \u2018\ud655\uc815 \ucd94\uc138\u2019\uac00 \uc544\ub2c8\ub77c PRZ \ubc18\uc751 \ub9ac\uc2a4\ud06c \uc911\uc2ec\uc758 \uc0ac\uc804 \uc14b\uc5c5\uc73c\ub85c\ub9cc \ud3c9\uac00\ud55c\ub2e4.",
      "key_levels": {
        "support": [
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          69635.67,
          68872.29,
          68830.32,
          68301.95,
          67959.69
        ],
        "resistance": [
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          71233.66,
          71950.11,
          72331.79,
          73018.42,
          73342.96
        ]
      },
      "time_horizon": "\ub2e8\uae30~\uc911\uae30, 4\uc2dc\uac04\ubd09 \uae30\uc900",
      "invalidation_level": "$73,342.96 \uc0c1\ubc29 4\uc2dc\uac04\ubd09 \uc885\uac00 \uc218\uc6a9",
      "risk_scenario": "$71,950.11 \uc0c1\ub2e8\uc744 \ub3cc\ud30c\ud558\uace0 $73,018.42\uae4c\uc9c0 \ud761\uc218\ud55c \ub4a4 $73,342.96 \uc704\uc5d0\uc11c 4\uc2dc\uac04\ubd09 \uc885\uac00 \uc218\uc6a9\uc774 \ub098\uc624\uba74 \uc57d\uc138 PRZ \ubc29\uc5b4 \uc2e4\ud328\ub85c \ud574\uc11d\ub418\uba70, \ud558\ubaa8\ub2c9 \uc57d\uc138 \uc14b\uc5c5\uc740 \ubb34\ud6a8\ud654\ub418\uace0 $73,870.00 \ubc0f $74,046.50 \uc720\ub3d9\uc131 \uc7ac\uacf5\ub7b5 \uc2dc\ub098\ub9ac\uc624\uac00 \uc5f4\ub9b0\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "patterns_found": 214,
        "completed_patterns_found": 77,
        "forming_d_prz_found": 137,
        "swing_orders_scanned": [
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          5,
          8
        ],
        "swing_search_window": 30,
        "multiscale_swings_scanned": 56,
        "swing_highs_scanned": 27,
        "swing_lows_scanned": 29,
        "timeframe": "4h",
        "prz_active_threshold_pct": 0.75,
        "prz_nearby_threshold_pct": 1.5,
        "prz_watch_threshold_pct": 3.0,
        "prz_max_width_pct": 1.3,
        "quality_counts": {
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          "medium": 81,
          "low": 130
        },
        "prz_status_counts": {
          "active": 37,
          "nearby": 15,
          "watch": 36,
          "far": 126,
          "forming": 91
        },
        "high_confluence_prz_count": 29,
        "strict_patterns_found": 74,
        "candidate_patterns_found": 140,
        "active_patterns_at_prz": 37,
        "nearby_patterns": 15,
        "all_patterns": [
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        "all_signals": [
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          "bullish",
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          "bullish",
          "bullish"
        ],
        "best_pattern": "bat",
        "best_pattern_quality": "strict",
        "best_quality": "medium",
        "best_pattern_score": 0.918,
        "best_completion_status": "forming",
        "nearest_pattern": "shark",
        "nearest_prz": 70879.94,
        "price_to_prz": -0.0,
        "prz_range": [
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        "council_relevant_prz_count": 0,
        "directional_influence_prz_count": 0,
        "confirmed_reaction_prz_count": 0,
        "validated_harmonic_tp_count": 0,
        "pattern_candidates": [
          {
            "pattern": "butterfly",
            "signal": "bearish",
            "completion_status": "forming",
            "pattern_quality": "candidate",
            "quality": "high",
            "pattern_score": 0.882,
            "ratio_score": 0.795,
            "prz_score": 1.0,
            "prz_proximity": "active",
            "action_status": "active",
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            "prz_width_pct": 1.001,
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            "prz_fib_families": [
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            "price_to_prz_pct": 1.0,
            "price_to_prz_pct_raw": 1.0016,
            "harmonic_vote_state": {
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              "confirmed_reaction": false,
              "confirmation_reasons": [],
              "reaction_score": 0.0,
              "reaction_detail": {
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              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
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            "directional_vote_weight": 0.35,
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            "tp_ladder": {
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              "d_price": 71591.88,
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              "tp1_ad_382": 68301.95,
              "tp2_ad_618": 66269.43,
              "tp3_a_or_structure_liquidity": 62979.5,
              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
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              "ABC": 0.4048
            },
            "x_price": 69999.0,
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            "c_price": 66080.0,
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            "d_idx": null
          },
          {
            "pattern": "butterfly",
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            "completion_status": "completed",
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            "quality": "high",
            "pattern_score": 0.86,
            "ratio_score": 0.828,
            "prz_score": 1.0,
            "prz_proximity": "active",
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            "d_price": 71748.1,
            "prz_range": [
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              71950.11
            ],
            "prz_width_pct": 1.001,
            "prz_confluence_count": 3,
            "prz_fib_families": [
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            "price_to_prz_pct": 1.0,
            "price_to_prz_pct_raw": 1.0016,
            "harmonic_vote_state": {
              "authority": "post_confirmation_vote_eligible",
              "directional_vote_weight": 0.58,
              "confirmed_reaction": true,
              "confirmation_reasons": [
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                "PRZ_rejection_or_defense",
                "AD0.236_reaction_reached",
                "PRZ_center_reclaimed_or_rejected",
                "post_D_close_progress"
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              "reaction_score": 0.75,
              "reaction_detail": {
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                "reaction_move_ratio_ad": 0.321,
                "adverse_move_ratio_ad": 0.0,
                "bars_after_d": 12,
                "reasons": [
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                "reaction_score": 0.0,
                "reasons": []
              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.35,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
              "direction": "bullish",
              "source": "bat",
              "d_price": 69487.09,
              "a_price": 71286.0,
              "tp1_ad_382": 70174.28,
              "tp2_ad_618": 70598.82,
              "tp3_a_or_structure_liquidity": 71286.0,
              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
              "XAB": 0.4377,
              "ABC": 0.7978
            },
            "x_price": 68932.9,
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            "x_order": 8,
            "a_price": 71286.0,
            "a_idx": 212,
            "a_order": 5,
            "b_price": 70256.0,
            "b_idx": 227,
            "b_order": 5,
            "c_price": 71077.7,
            "c_idx": 271,
            "c_order": 5,
            "d_idx": null
          },
          {
            "pattern": "gartley",
            "signal": "bearish",
            "completion_status": "forming",
            "pattern_quality": "strict",
            "quality": "medium",
            "pattern_score": 0.885,
            "ratio_score": 0.984,
            "prz_score": 0.893,
            "prz_proximity": "nearby",
            "action_status": "nearby",
            "high_confluence_prz": true,
            "d_price": 72331.79,
            "prz_range": [
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              73018.42
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            "prz_width_pct": 1.899,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": 2.05,
            "price_to_prz_pct_raw": 2.0455,
            "harmonic_vote_state": {
              "authority": "pre_confirmation_reversal_candidate",
              "directional_vote_weight": 0.35,
              "confirmed_reaction": false,
              "confirmation_reasons": [],
              "reaction_score": 0.0,
              "reaction_detail": {
                "reaction_score": 0.0,
                "reasons": []
              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.35,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
              "direction": "bearish",
              "source": "gartley",
              "d_price": 72331.79,
              "a_price": 67300.0,
              "tp1_ad_382": 70409.65,
              "tp2_ad_618": 69222.15,
              "tp3_a_or_structure_liquidity": 67300.0,
              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
              "XAB": 0.6206,
              "ABC": 0.6114
            },
            "x_price": 73870.0,
            "x_idx": 223,
            "x_order": 8,
            "a_price": 67300.0,
            "a_idx": 279,
            "a_order": 8,
            "b_price": 71377.5,
            "b_idx": 287,
            "b_order": 3,
            "c_price": 68884.5,
            "c_idx": 290,
            "c_order": 5,
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            "completion_status": "forming",
            "pattern_quality": "strict",
            "quality": "low",
            "pattern_score": 0.869,
            "ratio_score": 0.991,
            "prz_score": 0.875,
            "prz_proximity": "nearby",
            "action_status": "nearby",
            "high_confluence_prz": true,
            "d_price": 69143.14,
            "prz_range": [
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              69833.81
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            "prz_width_pct": 1.998,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": -2.45,
            "price_to_prz_pct_raw": -2.453,
            "harmonic_vote_state": {
              "authority": "pre_confirmation_reversal_candidate",
              "directional_vote_weight": 0.35,
              "confirmed_reaction": false,
              "confirmation_reasons": [],
              "reaction_score": 0.0,
              "reaction_detail": {
                "reaction_score": 0.0,
                "reasons": []
              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.35,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
              "direction": "bearish",
              "source": "gartley",
              "d_price": 69143.14,
              "a_price": 65234.4,
              "tp1_ad_382": 67650.0,
              "tp2_ad_618": 66727.54,
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              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
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              "ABC": 0.886
            },
            "x_price": 69999.0,
            "x_idx": 129,
            "x_order": 8,
            "a_price": 65234.4,
            "a_idx": 157,
            "a_order": 3,
            "b_price": 68171.6,
            "b_idx": 192,
            "b_order": 5,
            "c_price": 65569.2,
            "c_idx": 195,
            "c_order": 8,
            "d_idx": null
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          {
            "pattern": "bat",
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            "completion_status": "forming",
            "pattern_quality": "strict",
            "quality": "low",
            "pattern_score": 0.857,
            "ratio_score": 0.954,
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            "prz_proximity": "nearby",
            "action_status": "nearby",
            "high_confluence_prz": true,
            "d_price": 72614.26,
            "prz_range": [
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            "prz_width_pct": 2.007,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": 2.44,
            "price_to_prz_pct_raw": 2.444,
            "harmonic_vote_state": {
              "authority": "pre_confirmation_reversal_candidate",
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              "confirmed_reaction": false,
              "confirmation_reasons": [],
              "reaction_score": 0.0,
              "reaction_detail": {
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                "reasons": []
              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.35,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
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              "tp1_ad_382": 71138.11,
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              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
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              "ABC": 0.7685
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            "x_price": 73870.0,
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            "c_order": 5,
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          },
          {
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            "pattern_quality": "candidate",
            "quality": "low",
            "pattern_score": 0.816,
            "ratio_score": 0.765,
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            "prz_proximity": "active",
            "action_status": "active",
            "high_confluence_prz": true,
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            "prz_range": [
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            "prz_width_pct": 2.028,
            "prz_confluence_count": 3,
            "prz_fib_families": [
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              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": 1.42,
            "price_to_prz_pct_raw": 1.415,
            "harmonic_vote_state": {
              "authority": "pre_confirmation_reversal_candidate",
              "directional_vote_weight": 0.35,
              "confirmed_reaction": false,
              "confirmation_reasons": [],
              "reaction_score": 0.0,
              "reaction_detail": {
                "reaction_score": 0.0,
                "reasons": []
              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.35,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
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              "source": "butterfly",
              "d_price": 71884.89,
              "a_price": 68750.0,
              "tp1_ad_382": 70687.36,
              "tp2_ad_618": 69947.53,
              "tp3_a_or_structure_liquidity": 68750.0,
              "note": "Use as strong TP ladder context; not standalone path authority."
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            "ratios": {
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              "ABC": 0.9422
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            "x_price": 71748.1,
            "x_idx": 205,
            "x_order": 8,
            "a_price": 68750.0,
            "a_idx": 259,
            "a_order": 8,
            "b_price": 71077.7,
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            "c_price": 68884.5,
            "c_idx": 290,
            "c_order": 5,
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          },
          {
            "pattern": "gartley",
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            "completion_status": "completed",
            "pattern_quality": "candidate",
            "quality": "medium",
            "pattern_score": 0.8,
            "ratio_score": 0.817,
            "prz_score": 0.893,
            "prz_proximity": "nearby",
            "action_status": "nearby",
            "high_confluence_prz": true,
            "d_price": 71999.9,
            "prz_range": [
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            "prz_width_pct": 1.899,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": 2.05,
            "price_to_prz_pct_raw": 2.0455,
            "harmonic_vote_state": {
              "authority": "post_confirmation_vote_eligible",
              "directional_vote_weight": 0.58,
              "confirmed_reaction": true,
              "confirmation_reasons": [
                "PRZ_rejection_or_defense",
                "AD0.236_reaction_reached",
                "PRZ_center_reclaimed_or_rejected",
                "D_PRZ_failure_zone_defended",
                "post_D_close_progress"
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              "reaction_score": 0.95,
              "reaction_detail": {
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                "reaction_move_ratio_ad": 0.312,
                "adverse_move_ratio_ad": 0.0,
                "bars_after_d": 4,
                "reasons": [
                  "AD0.236_reaction_reached",
                  "PRZ_center_reclaimed_or_rejected",
                  "D_PRZ_failure_zone_defended",
                  "post_D_close_progress"
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              },
              "path_role": "medium confluence / weak-consensus tie-breaker; no standalone path override",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.58,
            "confirmed_reaction": true,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
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              "d_price": 72331.79,
              "a_price": 67300.0,
              "tp1_ad_382": 70409.65,
              "tp2_ad_618": 69222.15,
              "tp3_a_or_structure_liquidity": 67300.0,
              "note": "Use as strong TP ladder context; not standalone path authority."
            },
            "ratios": {
              "XAB": 0.6206,
              "ABC": 0.6114,
              "BCD": 1.2497,
              "XAD": 0.7154
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            "x_price": 73870.0,
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            "x_order": 8,
            "a_price": 67300.0,
            "a_idx": 279,
            "a_order": 8,
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            "b_order": 3,
            "c_price": 68884.5,
            "c_idx": 290,
            "c_order": 5,
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          {
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            "completion_status": "completed",
            "pattern_quality": "candidate",
            "quality": "medium",
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            "prz_proximity": "nearby",
            "action_status": "nearby",
            "high_confluence_prz": true,
            "d_price": 68884.5,
            "prz_range": [
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            "prz_width_pct": 1.83,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": -2.0,
            "price_to_prz_pct_raw": -1.9974,
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              "confirmed_reaction": true,
              "confirmation_reasons": [
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                "reasons": [
                  "AD0.382_reaction_reached",
                  "PRZ_center_reclaimed_or_rejected",
                  "post_D_close_progress"
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              },
              "path_role": "medium confluence / weak-consensus tie-breaker; no standalone path override",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.58,
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            "standalone_path_override_allowed": false,
            "tp_ladder": {
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              "tp1_ad_382": 70161.3,
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              "tp3_a_or_structure_liquidity": 71286.0,
              "note": "Use as strong TP ladder context; not standalone path authority."
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            "ratios": {
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              "BCD": 2.6691,
              "XAD": 1.0206
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          {
            "pattern": "gartley",
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            "completion_status": "forming",
            "pattern_quality": "candidate",
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            "prz_proximity": "watch",
            "action_status": "watch",
            "high_confluence_prz": true,
            "d_price": 68529.29,
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            "prz_confluence_count": 3,
            "prz_fib_families": [
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              "BC_EXT",
              "XAD"
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            "price_to_prz_pct": -3.32,
            "price_to_prz_pct_raw": -3.3191,
            "harmonic_vote_state": {
              "authority": "pre_confirmation_reversal_candidate",
              "directional_vote_weight": 0.25,
              "confirmed_reaction": false,
              "confirmation_reasons": [],
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              "reaction_detail": {
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                "reasons": []
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              "tp1_ad_382": 70636.87,
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              "tp3_a_or_structure_liquidity": 74046.5,
              "note": "Use as strong TP ladder context; not standalone path authority."
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            "ratios": {
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              "ABC": 0.964
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            "x_price": 66462.0,
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            "x_order": 3,
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            "prz_proximity": "watch",
            "action_status": "watch",
            "high_confluence_prz": true,
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            "prz_width_pct": 1.452,
            "prz_confluence_count": 3,
            "prz_fib_families": [
              "ABCD",
              "BC_EXT",
              "XAD"
            ],
            "price_to_prz_pct": -3.32,
            "price_to_prz_pct_raw": -3.3191,
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              "authority": "pre_confirmation_reversal_candidate",
              "directional_vote_weight": 0.25,
              "confirmed_reaction": false,
              "confirmation_reasons": [
                "PRZ_rejection_or_defense",
                "AD0.382_reaction_reached",
                "PRZ_center_reclaimed_or_rejected",
                "D_PRZ_failure_zone_defended",
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              "reaction_score": 1.0,
              "reaction_detail": {
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                "reaction_move_ratio_ad": 0.489,
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                  "PRZ_center_reclaimed_or_rejected",
                  "D_PRZ_failure_zone_defended",
                  "post_D_close_progress"
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              },
              "path_role": "weak PRZ/reaction-zone context only; cannot flip main path",
              "standalone_path_override_allowed": false
            },
            "directional_vote_weight": 0.25,
            "confirmed_reaction": false,
            "standalone_path_override_allowed": false,
            "tp_ladder": {
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              "tp1_ad_382": 70636.87,
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              "tp3_a_or_structure_liquidity": 74046.5,
              "note": "Use as strong TP ladder context; not standalone path authority."
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            "ratios": {
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              "BCD": 1.0847,
              "XAD": 0.6983
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            "x_price": 66462.0,
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            "a_order": 8,
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            "b_order": 3,
            "c_price": 73870.0,
            "c_idx": 223,
            "c_order": 8,
            "d_idx": 259
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        ],
        "actionable_patterns_list": [],
        "tp_ladder": [],
        "validated_tp_ladder": [],
        "harmonic_governance": {
          "role": "PRZ reaction + TP ladder confluence, not standalone path engine",
          "pre_confirmation_weight_range": [
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            0.35
          ],
          "post_confirmation_vote_weight_range": [
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            0.6
          ],
          "standalone_path_override_allowed": false,
          "opposes_core_path_policy": "branch/reversal-risk/reaction-zone unless lower-TF structure and derivatives also confirm",
          "aligns_with_core_path_policy": "modest confidence lift plus strong TP ladder influence"
        },
        "execution_readiness": "early"
      }
    },
    "fibonacci": {
      "agent_id": "fibonacci",
      "display_name": "Fibonacci Analyst",
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      "confidence": 0.62,
      "structure_bias": "bearish",
      "setup_bias": "bearish",
      "setup_score": 0.68,
      "setup_signals": [
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        "\ud604\uc7ac\uac00 $70,881.90\uac00 \ud575\uc2ec \ud669\uae08\ube44 ret_0.618 $70,679.98 \ubc14\ub85c \uc704\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc911\uc774\uba70 \uac70\ub9ac 0.28%",
        "\uc0c1\ub2e8 ret_0.786 \uc800\ud56d $71,168.07\uc774 \ud604\uc7ac\uac00\uc5d0\uc11c 0.40%\ub85c \ub9e4\uc6b0 \uac00\uae4c\uc6cc \ub418\ub3cc\ub9bc \uc800\ud56d \ud6c4\ubcf4",
        "\uc8fc\uc694 \uc2a4\uc719 \uace0\uc810 $71,790 \ubc0f 7\uc77c \uace0\uc810 $71,999.90 \uc544\ub798\uc5d0 \uba38\ubb3c\ub7ec \uc788\uc5b4 \uc544\uc9c1 \uc0c1\ubc29 \uad6c\uc870 \uc804\ud658 \ubbf8\ud655\uc778",
        "\ud558\ubc29 \uc774\ud0c8 \uc2dc $70,164.70 \ubd80\uadfc\uc5d0 ret_0.382\u00b7ret_0.5\u00b7ret_0.618 \uae30\ubc18 3\uc911 \ud53c\ubcf4\ub098\uce58 \ud074\ub7ec\uc2a4\ud130\uac00 \uc874\uc7ac"
      ],
      "reasoning": "\ud604\uc7ac \ubd84\uc11d \uc2a4\uc719\uc740 $71,790 \u2192 $68,884\uc758 \ud558\ub77d \uc2a4\uc719\uc774\uba70, \uac00\uaca9\uc740 \ub418\ub3cc\ub9bc \uad6c\uac04\uc758 \ud575\uc2ec\uc778 ret_0.618 $70,679.98 \uc704\uc5d0\uc11c \ud14c\uc2a4\ud2b8 \uc0c1\ud0dc\uc785\ub2c8\ub2e4. \uad6c\uc870\uc801\uc73c\ub85c\ub294 $71,790 \uc2a4\uc719 \uace0\uc810\uc744 \ud68c\ubcf5\ud558\uc9c0 \ubabb\ud588\uae30 \ub54c\ubb38\uc5d0 \ud558\ub77d \uc2a4\uc719 \uc774\ud6c4\uc758 \uae4a\uc740 \ub418\ub3cc\ub9bc\uc73c\ub85c \ud574\uc11d\ub418\uba70, \ud655\uc778\ub41c bullish BOS\ub294 \uc544\uc9c1 \uc5c6\uc2b5\ub2c8\ub2e4. \ub2e8\uae30 \uc14b\uc5c5\uc740 EQ $70,337.15 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c ret_0.786 $71,168.07 \uc800\ud56d\uc5d0 \uc811\uadfc\ud558\uace0 \uc788\uc5b4 \ucd94\uac00 \uc0c1\uc2b9 \ucd94\uaca9\ubcf4\ub2e4\ub294 \uc800\ud56d \ubc18\uc751 \ubc0f \ub418\ub3cc\ub9bc \ub9ac\uc2a4\ud06c\uac00 \uc6b0\uc138\ud569\ub2c8\ub2e4. \ub2e4\ub9cc $70,679.98 \ud669\uae08\ube44 \uc9c0\uc9c0\uac00 \uc720\uc9c0\ub418\uba74 $71,168.07 \uc7ac\uc2dc\ud5d8 \uac00\ub2a5\uc131\uc774 \ub0a8\uc544 \uc788\uc5b4 \ucd5c\uc885 \uc2e0\ud638\ub294 \uc911\ub9bd\uc73c\ub85c \ud310\ub2e8\ud569\ub2c8\ub2e4.",
      "key_levels": {
        "support": [
          70679.98,
          70337.15,
          69994.32,
          68139.13,
          66092.29
        ],
        "resistance": [
          71168.07,
          71790,
          71999.9
        ]
      },
      "time_horizon": "short term",
      "invalidation_level": "$71,168.07 \uc0c1\ud5a5 \uc548\ucc29 \uc2dc \ub2e8\uae30 bearish setup\uc740 \uc57d\ud654\ub418\uba70, $71,790 \ub3cc\ud30c \uc2dc bearish structure \ud574\uc11d\uc774 \ubb34\ud6a8\ud654\ub429\ub2c8\ub2e4.",
      "risk_scenario": "$70,679.98 \ud669\uae08\ube44 \uc9c0\uc9c0\uac00 \ubb34\ub108\uc9c0\uba74 \uac00\uaca9\uc740 EQ $70,337.15\uc640 ret_0.382 $69,994.32\uae4c\uc9c0 \ub418\ub3cc\ub9b4 \uc218 \uc788\uc73c\uba70, \uc774 \uad6c\uac04\ub9c8\uc800 \uc774\ud0c8\ud558\uba74 $68,884.50 \ubc0f ext_1.272 $68,094.26 \ubc29\ud5a5\uc73c\ub85c \ud558\ub77d \ud655\uc7a5\uc774 \uc5f4\ub9bd\ub2c8\ub2e4. \ubc18\ub300\ub85c $71,168.07\uc744 \ub3cc\ud30c\ud574 \uc9c0\uc9c0\ub85c \uc804\ud658\ud558\uba74 \uc20f \uc14b\uc5c5\uc740 \uc2e4\ud328\ud558\uace0 $71,790~$71,999.90 \uc720\ub3d9\uc131 \ud68c\uc218 \uc2dc\ub098\ub9ac\uc624\uac00 \uc6b0\uc138\ud574\uc9d1\ub2c8\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "swing_pair": "High\u2192Low: $71,790 \u2192 $68,884",
        "direction": "down",
        "nearest_fib": "ret_0.618",
        "nearest_fib_price": 70679.98,
        "nearest_fib_distance": 0.28,
        "golden_ratio_level": 70679.98,
        "fib_ret_382": 69994.32,
        "fib_ret_618": 70679.98,
        "confluence_zones": [
          {
            "price": 70164.7,
            "count": 3,
            "levels": [
              "ret_0.382",
              "ret_0.618",
              "ret_0.5"
            ],
            "cluster_score": 0.85
          },
          {
            "price": 66092.29,
            "count": 2,
            "levels": [
              "ext_2.0",
              "ret_0.382"
            ],
            "cluster_score": 0.6
          },
          {
            "price": 68139.13,
            "count": 2,
            "levels": [
              "ext_1.272",
              "ret_0.5"
            ],
            "cluster_score": 0.6
          }
        ],
        "support_levels": [
          70679.9754,
          70337.15,
          69994.3246
        ],
        "resistance_levels": [
          71168.0658
        ],
        "level_candidates": [
          {
            "name": "ret_0.236",
            "price": 69570.15,
            "distance_pct": 1.85,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.382",
            "price": 69994.32,
            "distance_pct": 1.25,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.5",
            "price": 70337.15,
            "distance_pct": 0.77,
            "is_support": true,
            "cluster_score": 0.85
          },
          {
            "name": "ret_0.618",
            "price": 70679.98,
            "distance_pct": 0.28,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ret_0.786",
            "price": 71168.07,
            "distance_pct": 0.4,
            "is_support": false,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.0",
            "price": 68884.5,
            "distance_pct": 2.82,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.272",
            "price": 68094.26,
            "distance_pct": 3.93,
            "is_support": true,
            "cluster_score": 0.6
          },
          {
            "name": "ext_1.414",
            "price": 67681.71,
            "distance_pct": 4.51,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_1.618",
            "price": 67089.02,
            "distance_pct": 5.35,
            "is_support": true,
            "cluster_score": 0.0
          },
          {
            "name": "ext_2.0",
            "price": 65979.2,
            "distance_pct": 6.92,
            "is_support": true,
            "cluster_score": 0.6
          }
        ],
        "confluence_quality": 0.85,
        "fib_reaction_state": "testing",
        "reaction_probability": 0.65
      }
    },
    "candlestick": {
      "agent_id": "candlestick",
      "display_name": "Candlestick Reader",
      "signal": "neutral",
      "confidence": 0.56,
      "structure_bias": "neutral",
      "setup_bias": "bearish",
      "setup_score": 0.62,
      "setup_signals": [
        "\ud604\uc7ac\uac00 $70,881.90\ub294 7\uc77c \ubc94\uc704 EQ $69,649.95 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "7\uc77c \uace0\uc810 $71,999.90 \ubc14\ub85c \uc544\ub798\uc5d0\uc11c \uace0\uac70\ub798\ub7c9 evening_star \uac10\uc9c0, \ud328\ud134 \ud488\uc9c8 0.789",
        "\ucd5c\uadfc bearish_engulfing@295 \uc774\ud6c4 doji@296 \ubc0f bullish_harami@296\uac00 \ub098\ud0c0\ub098 \ubc29\ud5a5\uc131\uc774 \ud655\uc815\ub418\uc9c0 \uc54a\uc74c",
        "\ud604\uc7ac\uac00\uac00 EMA20 $70,526.48 \uc704\uc5d0 \uc788\uc9c0\ub9cc \uc774\uaca9\uc740 +0.5%\ub85c \uc791\uc544 \ud558\ubc29 \uc7ac\uc9c4\uc785 \uc2dc \ub2e8\uae30 \uc9c0\uc9c0 \uc774\ud0c8 \uc704\ud5d8 \uc874\uc7ac",
        "\ucd5c\uadfc 5\uac1c 4\uc2dc\uac04 \uce94\ub4e4\uc774 +1.1%, -1.2%, +0.1%, +0.6%, -0.6%\ub85c \uc0c1\ubc29 \ucd94\uc138 \uc9c0\uc18d\ubcf4\ub2e4 \ub9e4\ub3c4 \uc555\ub825\uacfc \ud63c\uc870\uac00 \uc6b0\uc138"
      ],
      "reasoning": "\uad6c\uc870\uc801\uc73c\ub85c\ub294 \ud604\uc7ac\uac00 $70,881.90\uac00 EMA20 $70,526.48, EMA120 $70,288.31, EMA240 $70,237.40 \uc704\uc5d0 \uc788\uc5b4 \uc644\uc804\ud55c \uc57d\uc138 \uad6c\uc870\ub77c\uace0 \ubcf4\uae30\ub294 \uc5b4\ub835\uc9c0\ub9cc, $71,999.90 \uc0c1\ub2e8 \ub3cc\ud30c\ub098 $67,300.00 \ud558\ub2e8 \uc774\ud0c8 \uac19\uc740 \ud655\uc815 BOS\uac00 \uc5c6\uc5b4 structure_bias\ub294 \uc911\ub9bd\uc774\ub2e4. \uc14b\uc5c5 \uad00\uc810\uc5d0\uc11c\ub294 7\uc77c \ubc94\uc704 EQ $69,649.95 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uace0\uac70\ub798\ub7c9 evening_star\uac00 \ud488\uc9c8 0.789\ub85c \ud3ec\ucc29\ub418\uc5b4 \ub2e8\uae30 \ud558\ubc29 \uc14b\uc5c5\uc774 \ub354 \ub69c\ub837\ud558\ub2e4. \ub2e4\ub9cc bull_score 2.15\uac00 bear_score 1.65\ubcf4\ub2e4 \ub192\uace0, morning_star@297 \ubc0f bullish_harami@296\uac00 \uc788\uc5b4 \uc989\uc2dc \uac15\ud55c \ub9e4\ub3c4 \uc2e0\ud638\ub85c \ud655\uc815\ud558\uae30\uc5d0\ub294 \ubd80\uc871\ud558\ub2e4. \ub530\ub77c\uc11c \uc804\uccb4 \uc2e0\ud638\ub294 \uc911\ub9bd\uc73c\ub85c \ub450\ub418, $70,526.48 EMA20 \uc774\ud0c8 \uc2dc $70,288.31~$70,237.40 EMA120/240 \ubc0f EQ $69,649.95\uae4c\uc9c0 \ub20c\ub9bc\uc774 \uc5f4\ub9b4 \uc218 \uc788\ub2e4.",
      "key_levels": {
        "support": [
          70526.48,
          70288.31,
          70237.4,
          69649.95,
          67300
        ],
        "resistance": [
          71999.9
        ]
      },
      "time_horizon": "\ub2e8\uae30: \ub2e4\uc74c 1~3\uac1c\uc758 4\uc2dc\uac04 \uce94\ub4e4",
      "invalidation_level": "$71,999.90 \uc0c1\ud5a5 \ub3cc\ud30c \ubc0f 4\uc2dc\uac04 \uc885\uac00 \uc548\ucc29 \uc2dc \ud604\uc7ac\uc758 \ub2e8\uae30 bearish setup\uc740 \ubb34\ud6a8\ud654",
      "risk_scenario": "\ubc18\ub300 \uc2dc\ub098\ub9ac\uc624\ub85c $71,999.90\uc744 \ub3cc\ud30c\ud558\uba74 \uace0\uac70\ub798\ub7c9 evening_star\ub294 \uc2e4\ud328\ud55c \ubc18\uc804 \ud328\ud134\uc774 \ub418\uace0, \uc20f \ucee4\ubc84\ub9c1\uacfc \ub3cc\ud30c \ub9e4\uc218\ub85c $72,000 \uc704 \uc720\ub3d9\uc131 \ud655\uc7a5\uc774 \ub098\uc62c \uc218 \uc788\ub2e4. \ubc18\ub300\ub85c $70,526.48 EMA20 \uc544\ub798\ub85c \ubc00\ub9ac\uba74 \uc911\ub9bd \uad6c\uc870\uac00 \uc57d\ud654\ub418\uba70 $70,288.31~$70,237.40, \uc774\ud6c4 $69,649.95 EQ\uae4c\uc9c0 \uc870\uc815\uc774 \ube68\ub77c\uc9c8 \uc218 \uc788\ub2e4.",
      "data_quality": "medium",
      "metrics": {
        "total_patterns_detected": 136,
        "recent_patterns": 6,
        "pattern_list": [
          "bullish_engulfing@291",
          "bearish_engulfing@295",
          "evening_star@289",
          "morning_star@297",
          "doji@296",
          "bullish_harami@296"
        ],
        "atr_value": 1114.15,
        "vol_avg_20": 35046.27,
        "high_volume_patterns": [
          "evening_star"
        ],
        "pattern_candidates": [
          {
            "pattern": "evening_star",
            "signal": "bearish",
            "pattern_quality": 0.789,
            "tier": "strict",
            "high_volume": true
          },
          {
            "pattern": "bearish_engulfing",
            "signal": "bearish",
            "pattern_quality": 0.635,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_engulfing",
            "signal": "bullish",
            "pattern_quality": 0.485,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "morning_star",
            "signal": "bullish",
            "pattern_quality": 0.452,
            "tier": "candidate",
            "high_volume": false
          },
          {
            "pattern": "bullish_harami",
            "signal": "bullish",
            "pattern_quality": 0.385,
            "tier": "candidate",
            "high_volume": false
          }
        ],
        "best_pattern_quality": 0.789,
        "bull_score": 2.15,
        "bear_score": 1.65
      }
    }
  },
  "chairman_synthesis": {
    "overall_signal": "bearish",
    "overall_confidence": 0.64,
    "execution_setup": {
      "setup_bias": "bearish",
      "setup_strength": 0.7,
      "active_setups": [
        "Wyckoff: \ud604\uc7ac\uac00 $70,881.90\uac00 LPSY $71,999.90 \uc544\ub798\uc5d0 \uc788\uace0 \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50 \uc704 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc704\uce58",
        "Derivatives: 7\uc77c \ub808\uc778\uc9c0 EQ \uc57d $69,649.95 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc5d0\uc11c \ub871 \uacc4\uc815 \ube44\uc728 0.583, \ub871 \ud63c\uc7a1\ub3c4 0.682\ub85c \ub2e8\uae30 \ud558\ubc29 \ucde8\uc57d\uc131 \uc874\uc7ac",
        "Harmonic: \ud604\uc7ac\uac00\uac00 \uc57d\uc138 Bat PRZ $69,635.67-$70,980.82 \uc0c1\ub2e8\ubd80\uc5d0 \uc788\uc73c\uba70, \ubc14\ub85c \uc704 $71,233.66-$71,950.11 \uc57d\uc138 Butterfly PRZ \ub300\uae30",
        "Fibonacci: \ud558\ub77d \uc2a4\uc719 $71,790 \u2192 $68,884\uc758 \uae4a\uc740 \ub418\ub3cc\ub9bc \uad6c\uac04\uc5d0\uc11c ret_0.618 $70,679.98 \uc704 \ud14c\uc2a4\ud2b8, ret_0.786 $71,168.07 \uc800\ud56d \uadfc\uc811",
        "Candlestick: 7\uc77c \uace0\uc810 $71,999.90 \uc544\ub798 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0\uc11c \uace0\uac70\ub798\ub7c9 evening_star \ud488\uc9c8 0.789 \uac10\uc9c0",
        "ICT \ubc18\ub300 \uadfc\uac70: \uac00\uaca9\uc774 EMA20 $70,526.48, EMA120 $70,288.31, EMA240 $70,237.40 \uc704\uc5d0 \uc788\uace0 $68,687 \uc0c1\ubc29 CHoCH \ubc0f $69,999/$74,046.50 \uc0c1\ubc29 BOS\ub97c \uadfc\uac70\ub85c \ub2e8\uae30 \ub9e4\uc218 \uad6c\uc870\ub97c \uc8fc\uc7a5"
      ],
      "setup_vs_structure": "\uad6c\uc870\uc801 \ud310\uc815\uc740 Wyckoff \ubd84\ubc30 Phase D\uc640 Fibonacci \ud558\ub77d \ub418\ub3cc\ub9bc \ud574\uc11d \ub54c\ubb38\uc5d0 \uc57d\uc138 \ucabd\uc73c\ub85c \uae30\uc6b8\uc9c0\ub9cc, ICT\ub294 \ucd5c\uadfc BOS \uccb4\uc778\uc744 \uadfc\uac70\ub85c \ubc18\ub300 \ubc29\ud5a5\uc758 bullish structure\ub97c \uc81c\uc2dc\ud55c\ub2e4. \uc2e4\ud589 \uc14b\uc5c5\uc740 5\uac1c \ubd84\uc11d\uac00\uac00 \ud504\ub9ac\ubbf8\uc5c4\u00b7PRZ\u00b7\ud3ec\uc9c0\uc154\ub2dd\u00b7\uce94\ub4e4 \ubc18\uc751\uc744 \uadfc\uac70\ub85c \uc57d\uc138\ub97c \uc81c\uc2dc\ud574 \uad6c\uc870\uc640 \ub300\uccb4\ub85c \uc815\ub82c\ub418\uc9c0\ub9cc, EMA \uc704 \uc218\uc6a9\uacfc ICT BOS \ub54c\ubb38\uc5d0 \uc989\uc2dc \ub2e8\ubc29\ud5a5 \ud655\uc815 \uad6c\uc870\ub85c \ubcf4\uae30\ub294 \uc5b4\ub835\ub2e4."
    },
    "signal_breakdown": {
      "bullish_count": 1,
      "bearish_count": 2,
      "neutral_count": 3
    },
    "key_levels": {
      "support": [
        70679.98,
        70526.48,
        70288.31,
        70237.4,
        69994.32,
        69649.95,
        68884.5,
        68690.5,
        67300,
        65081
      ],
      "resistance": [
        71168.07,
        71999.9,
        72300,
        74046.5,
        74777,
        74856.2
      ]
    },
    "confluences": [
      "$71,999.90\ub294 Wyckoff\uc758 \ucd5c\uadfc LPSY, ICT\uc758 \uc774\uc804\uc77c \uace0\uac00 \ubc0f 1\ucc28 buy-side liquidity, Harmonic\uc758 \uc644\ub8cc\ud615 \uc57d\uc138 Gartley D, Candlestick\uc758 7\uc77c \uace0\uc810 \ubd80\uadfc evening_star \ubc18\uc751 \uad6c\uac04\uc774 \uacb9\uce58\ub294 \ud575\uc2ec \uc0c1\ub2e8 \uad6c\uc870 \ub808\ubca8\uc774\ub2e4.",
      "$70,526.48-$70,237.40 \uad6c\uac04\uc740 ICT, Derivatives, Candlestick\uc774 \uacf5\ud1b5\uc73c\ub85c \uc5b8\uae09\ud55c EMA20/120/240 \ubc29\uc5b4 \uad6c\uac04\uc774\uba70, \ud604\uc7ac\uac00\uac00 \uc774 \uc704\uc5d0 \uc788\uc5b4 \ub2e8\uae30 \uad6c\uc870\uac00 \uc644\uc804\ud55c \uc57d\uc138\ub85c \ud655\uc815\ub418\uc9c0 \uc54a\uc740 \uc774\uc720\ub2e4.",
      "$68,690 \uc804\ud6c4\ub294 Wyckoff \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50, ICT \uc0c1\ubc29 CHoCH $68,687.00, \ucd5c\uadfc \uc800\uc810\ub300 $68,884.50\uc640 \ub9de\ubb3c\ub9ac\ub294 \uc911\uac04 \uad6c\uc870 \uae30\uc900\uc120\uc774\ub2e4.",
      "$67,300\uc740 ICT\uc758 7\uc77c range low, Derivatives\uc758 \ud558\ubc29 \uc720\ub3d9\uc131/\uc9c0\uc9c0, Candlestick\uc758 \uad6c\uc870 \ud558\ub2e8\uc73c\ub85c \ubc18\ubcf5 \ud655\uc778\ub418\ub294 \ud558\ub2e8 \ub808\uc778\uc9c0 \uae30\uc900\uc774\ub2e4.",
      "$74,046.50\ub294 Wyckoff\uc758 UT, ICT\uc758 \uc0c1\ubc29 BOS \ub808\ubca8, Derivatives\uc758 \uc0c1\ub2e8 \uad6c\uc870 \ud655\uc778 \uae30\uc900\uacfc \uc5f0\uacb0\ub418\ub294 \uc0c1\uc704 \uc800\ud56d/\uc218\uc6a9 \ud310\ub2e8 \ub808\ubca8\uc774\ub2e4.",
      "$71,168-$71,950 \uad6c\uac04\uc740 Fibonacci ret_0.786 $71,168.07, Harmonic \uc57d\uc138 Butterfly PRZ $71,233.66-$71,950.11, Wyckoff LPSY $71,999.90 \uc9c1\uc804 \uacf5\uae09 \uad6c\uac04\uc774 \uacb9\uce58\ub294 \ub2e8\uae30 \uc0c1\ub2e8 \ubc18\uc751 \uc601\uc5ed\uc774\ub2e4."
    ],
    "conflicts": [
      "\uac00\uc7a5 \ud070 \ucda9\ub3cc\uc740 Wyckoff\uc640 ICT\uc758 \uad6c\uc870 \ud574\uc11d\uc774\ub2e4. Wyckoff\ub294 BC $72,300 \u2192 AR $65,081 \u2192 SOW $62,979.50 \u2192 UT $74,046.50 \u2192 UTAD $74,856.20 \u2192 LPSY $71,999.90 \uc21c\uc11c\uc758 \ubd84\ubc30 Phase D\ub97c \ud575\uc2ec \uad6c\uc870\ub85c \ubcf4\uc9c0\ub9cc, ICT\ub294 $68,687 CHoCH \uc774\ud6c4 $69,999 \ubc0f $74,046.50 \uc0c1\ubc29 BOS \uc5f0\uc18d \ubc1c\uc0dd\uc744 \uadfc\uac70\ub85c bullish structure\ub97c \uc8fc\uc7a5\ud55c\ub2e4.",
      "Derivatives, Candlestick, Harmonic\uc740 \uad6c\uc870 \uc790\uccb4\ub294 \uc911\ub9bd\uc5d0 \uac00\uae5d\uac8c \ub450\uba74\uc11c\ub3c4 \uc2e4\ud589 \uc14b\uc5c5\uc740 \uc57d\uc138\ub85c \ud3c9\uac00\ud55c\ub2e4. \uc989, \uad6c\uc870 \ud655\uc815 \uc2e0\ud638\ub77c\uae30\ubcf4\ub2e4 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc758 \ubc18\uc751 \ub9ac\uc2a4\ud06c\uc640 \ud3ec\uc9c0\uc154\ub2dd \ucde8\uc57d\uc131\uc5d0 \uac00\uae4c\uc6b4 \uc57d\uc138\ub2e4.",
      "Harmonic\uc740 \uc57d\uc138 PRZ\uac00 \ub2e4\uc218 \uc874\uc7ac\ud558\uc9c0\ub9cc \uc790\uccb4\uc801\uc73c\ub85c\ub294 \ub3c5\ub9bd \uacbd\ub85c \uc5d4\uc9c4\uc774 \uc544\ub2c8\uba70, actionable pattern\uc774 \ube44\uc5b4 \uc788\uc5b4 Wyckoff/ICT \uac19\uc740 \uad6c\uc870 \ud310\uc815\uc744 \ub2e8\ub3c5\uc73c\ub85c \ub4a4\uc9d1\uc744 \uc218 \uc5c6\ub2e4.",
      "\uac00\uaca9\uc774 EMA20 $70,526.48, EMA120 $70,288.31, EMA240 $70,237.40 \uc704\uc5d0 \uc788\ub2e4\ub294 \uc810\uc740 \uc57d\uc138 \ubd84\ubc30 \ud574\uc11d\uacfc \ucda9\ub3cc\ud558\ub294 \ub2e8\uae30 \ubc29\uc5b4 \uc870\uac74\uc774\ub2e4."
    ],
    "executive_summary": "\ud604\uc7ac 4\uc2dc\uac04 BTC \uad6c\uc870\ub294 \uc911\ub9bd \uc2e0\ud638\uac00 \ub9ce\uc74c\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0, \uac00\uc911\uce58 \uae30\uc900\uc73c\ub85c\ub294 Wyckoff \ubd84\ubc30 Phase D, \uc989 UTAD \uc774\ud6c4 LPSY \ud558\ubc29 \uc7ac\uc9c4\uc785 \uad6c\uc870\ub85c \ud574\uc11d\ud558\ub294 \uac83\uc774 \uc6b0\uc138\ud558\ub2e4. \ud604\uc7ac\uac00\ub294 $70,881.90\ub85c LPSY $71,999.90 \uc544\ub798, \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50 \uc704\uc758 \ud504\ub9ac\ubbf8\uc5c4 \uad6c\uac04\uc5d0 \uc788\uc5b4 \u2018\ud655\uc815 \ud558\ub77d \ucd94\uc138\u2019\ubcf4\ub2e4\ub294 \ubd84\ubc30 \uc0c1\ub2e8\ubd80\uc5d0\uc11c \uacf5\uae09\uc774 \uc7ac\ub4f1\uc7a5\ud55c \uc0c1\ud0dc\ub85c \uc9c4\ub2e8\ub41c\ub2e4. \ud575\uc2ec \uc0c1\ub2e8 \uad6c\uc870 \uad6c\uac04\uc740 $71,168-$71,999.90\uc774\uba70, \uc774\uacf3\uc5d0\ub294 Fibonacci \ub418\ub3cc\ub9bc \uc800\ud56d, Harmonic \uc57d\uc138 PRZ, Wyckoff LPSY, Candlestick evening_star \ubc18\uc751\uc774 \uc911\ucca9\ub41c\ub2e4. \ubc18\uba74 ICT\uc758 $68,687 CHoCH \ubc0f $69,999/$74,046.50 \uc0c1\ubc29 BOS, \uadf8\ub9ac\uace0 EMA20/120/240 \uc704 \uac00\uaca9 \uc218\uc6a9\uc740 \uc57d\uc138 \uad6c\uc870\uac00 \uc544\uc9c1 \uc644\uc804\ud788 \ud655\uc815\ub418\uc9c0 \uc54a\uc558\uc74c\uc744 \ubcf4\uc5ec\uc8fc\ub294 \uc8fc\uc694 \ubc18\ub300 \uc870\uac74\uc774\ub2e4. \ucd5c\uc885 \uad6c\uc870 \ubb34\ud6a8\ud654\ub294 $74,856.20 \uc704 4\uc2dc\uac04\ubd09 \uc218\uc6a9\uc774\uba70, \uadf8 \uc804\uc5d0\ub294 $72,300 \ubc0f $74,046.50 \ud68c\ubcf5 \uc5ec\ubd80\uac00 \ubd84\ubc30 \ud574\uc11d\uc758 \uac15\ub3c4 \ubcc0\ud654\ub97c \ud310\ub2e8\ud558\ub294 \uc911\uac04 \uc870\uac74\uc774\ub2e4."
  },
  "overall_signal": "bearish",
  "overall_confidence": 0.64,
  "operating_path": {
    "path_type": "complex",
    "confidence": 0.58,
    "waypoints": [
      {
        "seq": 1,
        "price": 70164.7,
        "type": "support_test",
        "source": "Fibonacci(fib_confluence strict, score 0.85), Candlestick\u00b7ICT(EMA20 $70,526.48 / EMA120 $70,288.31 / EMA240 $70,237.40 \uc774\ud0c8)",
        "description": "\ud604\uc7ac\uac00 $70,881.90\ub294 ret_0.618 $70,679.98 \uc9c0\uc9c0\uc640 EMA20/120/240 \uc704 \ud504\ub9ac\ubbf8\uc5c4\uc5d0 \uc788\uc73c\ub098, \uc14b\uc5c5 \uc57d\uc138(strength 0.70)\uac00 \uad6c\uc870 \ubbf8\ud655\uc815 \uc0c1\ud0dc\uc758 \uace0\ud655\uc2e0 \uc0ac\uc804 \uc14b\uc5c5\uc774\ubbc0\ub85c \uccab \uc6c0\uc9c1\uc784\uc744 \ud558\ubc29\uc73c\ub85c \uc7a1\ub294\ub2e4. EMA \ud074\ub7ec\uc2a4\ud130\ub97c \ud558\ud5a5 \uc774\ud0c8\ud558\uba70 strict \ub4f1\uae09 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 $70,164.70(WP1 \ud6c4\ubcf4 \ucd5c\uc0c1\uc704, 1.01% \uac70\ub9ac)\uc744 \ud14c\uc2a4\ud2b8. \uc774 \ub808\ubca8 \uc0c1\uc2e4\uc740 \ud504\ub9ac\ubbf8\uc5c4 \ubc29\uc5b4\uc120 \ubd95\uad34\ub97c \uc758\ubbf8\ud55c\ub2e4.",
        "est_hours": 5.0,
        "turning_zone": [
          69850,
          70180
        ],
        "likely_wick": 70050,
        "rejection_confirm": 70337.15,
        "invalid_overshoot": 69649.95,
        "calibration_reasoning": "strict \ub4f1\uae09 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 70,164.70(ret_0.382/0.5/0.618 3\uac1c \ub808\ubca8)\uc744 \uc0c1\ub2e8 \uc575\ucee4\ub85c, \uadf8 \uc9c1\ud558\uc758 fib 0.382 \uc9c0\uc9c0 69,994.32\u00b7\uccb4\uc5b4\ub9e8 \uc9c0\uc9c0\u00b7\ub77c\uc6b4\ub4dc\ub118\ubc84 70,000 \ud074\ub7ec\uc2a4\ud130\ub97c \ud558\ub2e8 \uc790\uc11d\uc73c\ub85c \uc7a1\uc544 likely_wick\ub97c 70,050\uc73c\ub85c \ud558\ud5a5 \ud3b8\ud5a5(\uc874 \ud3ed ~0.30 ATR). 7\uc77c EQ 69,649.95\ub294 \uc14b\uc5c5 \uac00\uc18d \ud2b8\ub9ac\uac70\uc774\ubbc0\ub85c \uc774\ud0c8 \uc2dc WP1 \ud134 \ubb34\ud6a8\u00b7WP2 \uc5f0\uc7a5 \ud655\uc815\uc73c\ub85c invalid_overshoot\uc5d0 \ubc30\uce58."
      },
      {
        "seq": 2,
        "price": 68690.5,
        "type": "swing_low",
        "source": "Wyckoff(\uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50), ICT(\uc0c1\ubc29 CHoCH $68,687, \uc9c1\uc804 \uc800\uc810 $68,884.50), Derivatives($68,700 \uc9c0\uc9c0)",
        "description": "EMA \ubc29\uc5b4 \uc0c1\uc2e4 \ud6c4 \uc9c1\uc804 \uc2a4\uc719 \uc800\uc810 $68,884.50\uc744 \uc18c\ud654\ud558\uace0 Wyckoff \uba54\uc778 \ub808\uc778\uc9c0 EQ $68,690.50 / ICT CHoCH $68,687\uc774 \uacb9\uce58\ub294 \ud575\uc2ec \uc911\uac04 \uad6c\uc870\uc120\uae4c\uc9c0 \ub9c8\ud06c\ub2e4\uc6b4. \ubd84\ubc30 Phase D\uc758 LPSY $71,999.90 \uc774\ud6c4 \uacf5\uae09 \uc7ac\ub4f1\uc7a5 \uc2dc\ub098\ub9ac\uc624\uc758 1\ucc28 \uad6c\uc870 \ubaa9\ud45c\uc774\uba70, Wyckoff\uac00 \uc81c\uc2dc\ud55c '$72,300 \uc7ac\uc218\uc6a9 \uc2e4\ud328 \uc2dc $68,690.50 \uc7ac\ud14c\uc2a4\ud2b8' \uacbd\ub85c\uc640 \uc815\ub82c\ub41c\ub2e4.",
        "est_hours": 13.0,
        "turning_zone": [
          68250,
          68720
        ],
        "likely_wick": 68550,
        "rejection_confirm": 68884.5,
        "invalid_overshoot": 68139.13,
        "calibration_reasoning": "Wyckoff \uba54\uc778 \ub808\uc778\uc9c0 EQ 68,690.50 + ICT CHoCH 68,687 \ud074\ub7ec\uc2a4\ud130\uac00 \ud575\uc2ec \ud134 \uc575\ucee4\uc774\uba70, \uc874 \ud558\ub2e8\uc740 fib ext_1.272/ret_0.5 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 68,139.13 \ubc29\ud5a5\uc73c\ub85c \ud655\uc7a5(\ud3ed ~0.42 ATR)\ud574 modest \uc624\ubc84\uc288\ud2b8 wick(68,550)\uc744 \uc218\uc6a9. \uc9c1\uc804 \uc2a4\uc719 \uc800\uc810/\uccb4\uc5b4\ub9e8 68,884.50 \ud68c\ubcf5\uc774 \ubc18\ub4f1 \ud655\uc778\uc120, 68,139.13 \uc774\ud0c8\uc740 WP3 \uc5f0\uc7a5 \ud655\uc815\uc73c\ub85c \ubb34\ud6a8\ud654 \uae30\uc900."
      },
      {
        "seq": 3,
        "price": 67300.0,
        "type": "liquidity_sweep",
        "source": "ICT(7\uc77c \ub808\uc778\uc9c0 \ud558\ub2e8 $67,300), Derivatives(\ud558\ubc29 \uc720\ub3d9\uc131/\uc9c0\uc9c0 $67,300), Candlestick(\uad6c\uc870 \ud558\ub2e8 $67,300)",
        "description": "$68,690.50 EQ\ub97c \uc774\ud0c8\ud560 \uacbd\uc6b0 \uc138 \ubd84\uc11d\uac00\uac00 \uacf5\ud1b5 \ud655\uc778\ud55c 7\uc77c \ub808\uc778\uc9c0 \ud558\ub2e8 $67,300\uae4c\uc9c0 \ud558\ubc29 \uccad\uc0b0 \uc720\ub3d9\uc131\uc73c\ub85c \ud655\uc7a5. \uc14b\uc5c5 \uac00\uc18d \ud2b8\ub9ac\uac70($69,649.95 7\uc77c EQ \ud558\ud5a5 \uc218\uc6a9)\uac00 \ucda9\uc871\ub420 \ub54c \uc5f4\ub9ac\ub294 \uc870\uac74\ubd80 \uc5f0\uc7a5 \ubaa9\ud45c\ub85c, 24h \ub9c8\ud06c\ub2e4\uc6b4\uc758 \uadf9\ub2e8\uc744 \ud615\uc131\ud55c\ub2e4.",
        "est_hours": 22.0,
        "turning_zone": [
          66500,
          67350
        ],
        "likely_wick": 66950,
        "rejection_confirm": 67500,
        "invalid_overshoot": 66092.29,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \ud558\ubc29 \uccad\uc0b0 \uc2a4\uc715(\ub2e4\uc6b4\uc0ac\uc774\ub4dc)\uc774\ub77c \uc874\uc744 base \ud558\ubc29\uc73c\ub85c ~0.76 ATR \ud655\ub300\ud588\uace0, 7\uc77c \ub808\uc778\uc9c0 \ud558\ub2e8 67,300 \uc9c1\ud558\uc758 67,000 \ub77c\uc6b4\ub4dc\ub118\ubc84\ub97c \uc720\ub3d9\uc131 \uc790\uc11d\uc73c\ub85c likely_wick\ub97c 66,950\uc73c\ub85c \ud3b8\ud5a5. fib ext_2.0/ret_0.382 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 66,092.29 \uc774\ud0c8\uc740 \uc2a4\uc715 \uc2e4\ud328\u00b7\ube0c\ub808\uc774\ud06c\ub2e4\uc6b4 \uc5f0\uc7a5\uc774\ubbc0\ub85c invalid_overshoot\ub85c \uc124\uc815. (shark PRZ 70,879.94\ub294 \ubbf8\ud655\uc815 report-only\ub77c \uc6e8\uc774\ud3ec\uc778\ud2b8 \uc774\ub3d9\uc5d0 \ubbf8\ubc18\uc601)"
      }
    ],
    "period_extremes": {
      "4h": {
        "expected_high": 71168.07,
        "expected_low": 70288.31,
        "high_first": true
      },
      "8h": {
        "expected_high": 71168.07,
        "expected_low": 69649.95,
        "high_first": true
      },
      "24h": {
        "expected_high": 71233.66,
        "expected_low": 67300.0,
        "high_first": true
      }
    },
    "triggers": {
      "bullish": {
        "price": 71999.9,
        "description": "7\uc77c \uace0\uc810\u00b7LPSY\u00b7buy-side \uc720\ub3d9\uc131\uc774 \uacb9\uce58\ub294 $71,999.90\uc744 4\uc2dc\uac04 \uc885\uac00\ub85c \uc7ac\ud0c8\ud658\ud558\uba74(Gartley D 0.95 \ubc29\uc5b4 \ubb34\ub825\ud654) \uc57d\uc138 \uc14b\uc5c5\uc774 \ud6fc\uc190\ub418\uace0, $74,046.50 BOS\u00b7range high $74,777\uc744 \ud5a5\ud55c \uc0c1\ubc29 \uac00\uc18d\uc774 \uc2dc\uc791\ub41c\ub2e4. ICT \ub9e4\uc218 \uad6c\uc870\uac00 \uc6b0\uc704\ub97c \uc810\ud558\ub294 \ubd84\uae30\uc810."
      },
      "bearish": {
        "price": 69649.95,
        "description": "EMA \ud074\ub7ec\uc2a4\ud130($70,237~$70,526) \ud558\ud5a5 \uc774\ud0c8 \ud6c4 7\uc77c \ub808\uc778\uc9c0 EQ $69,649.95\ub97c 4\uc2dc\uac04 \uc885\uac00\ub85c \uc783\uc73c\uba74 \ud504\ub9ac\ubbf8\uc5c4\u2192\ub514\uc2a4\uce74\uc6b4\ud2b8 \uc804\ud658\uc774 \ud655\uc815\ub418\uba70, \ub871 \ud63c\uc7a1\ub3c4(0.682) \uccad\uc0b0\uc774 \uc790\uadf9\ub418\uc5b4 $68,690.50\u00b7$67,300\ub85c \ub9c8\ud06c\ub2e4\uc6b4\uc774 \uac00\uc18d\ub41c\ub2e4."
      }
    },
    "scenario_invalidation": 72300.0
  },
  "tp_calibration": {
    "calibrated_waypoints": [
      {
        "seq": 1,
        "base_target": 70164.7,
        "turning_zone": [
          69850,
          70180
        ],
        "likely_wick": 70050,
        "rejection_confirm": 70337.15,
        "invalid_overshoot": 69649.95,
        "calibration_reasoning": "strict \ub4f1\uae09 fib \ucee8\ud50c\ub8e8\uc5b8\uc2a4 70,164.70(ret_0.382/0.5/0.618 3\uac1c \ub808\ubca8)\uc744 \uc0c1\ub2e8 \uc575\ucee4\ub85c, \uadf8 \uc9c1\ud558\uc758 fib 0.382 \uc9c0\uc9c0 69,994.32\u00b7\uccb4\uc5b4\ub9e8 \uc9c0\uc9c0\u00b7\ub77c\uc6b4\ub4dc\ub118\ubc84 70,000 \ud074\ub7ec\uc2a4\ud130\ub97c \ud558\ub2e8 \uc790\uc11d\uc73c\ub85c \uc7a1\uc544 likely_wick\ub97c 70,050\uc73c\ub85c \ud558\ud5a5 \ud3b8\ud5a5(\uc874 \ud3ed ~0.30 ATR). 7\uc77c EQ 69,649.95\ub294 \uc14b\uc5c5 \uac00\uc18d \ud2b8\ub9ac\uac70\uc774\ubbc0\ub85c \uc774\ud0c8 \uc2dc WP1 \ud134 \ubb34\ud6a8\u00b7WP2 \uc5f0\uc7a5 \ud655\uc815\uc73c\ub85c invalid_overshoot\uc5d0 \ubc30\uce58."
      },
      {
        "seq": 2,
        "base_target": 68690.5,
        "turning_zone": [
          68250,
          68720
        ],
        "likely_wick": 68550,
        "rejection_confirm": 68884.5,
        "invalid_overshoot": 68139.13,
        "calibration_reasoning": "Wyckoff \uba54\uc778 \ub808\uc778\uc9c0 EQ 68,690.50 + ICT CHoCH 68,687 \ud074\ub7ec\uc2a4\ud130\uac00 \ud575\uc2ec \ud134 \uc575\ucee4\uc774\uba70, \uc874 \ud558\ub2e8\uc740 fib ext_1.272/ret_0.5 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 68,139.13 \ubc29\ud5a5\uc73c\ub85c \ud655\uc7a5(\ud3ed ~0.42 ATR)\ud574 modest \uc624\ubc84\uc288\ud2b8 wick(68,550)\uc744 \uc218\uc6a9. \uc9c1\uc804 \uc2a4\uc719 \uc800\uc810/\uccb4\uc5b4\ub9e8 68,884.50 \ud68c\ubcf5\uc774 \ubc18\ub4f1 \ud655\uc778\uc120, 68,139.13 \uc774\ud0c8\uc740 WP3 \uc5f0\uc7a5 \ud655\uc815\uc73c\ub85c \ubb34\ud6a8\ud654 \uae30\uc900."
      },
      {
        "seq": 3,
        "base_target": 67300.0,
        "turning_zone": [
          66500,
          67350
        ],
        "likely_wick": 66950,
        "rejection_confirm": 67500,
        "invalid_overshoot": 66092.29,
        "calibration_reasoning": "\ud130\ubbf8\ub110 \ud558\ubc29 \uccad\uc0b0 \uc2a4\uc715(\ub2e4\uc6b4\uc0ac\uc774\ub4dc)\uc774\ub77c \uc874\uc744 base \ud558\ubc29\uc73c\ub85c ~0.76 ATR \ud655\ub300\ud588\uace0, 7\uc77c \ub808\uc778\uc9c0 \ud558\ub2e8 67,300 \uc9c1\ud558\uc758 67,000 \ub77c\uc6b4\ub4dc\ub118\ubc84\ub97c \uc720\ub3d9\uc131 \uc790\uc11d\uc73c\ub85c likely_wick\ub97c 66,950\uc73c\ub85c \ud3b8\ud5a5. fib ext_2.0/ret_0.382 \ucee8\ud50c\ub8e8\uc5b8\uc2a4 66,092.29 \uc774\ud0c8\uc740 \uc2a4\uc715 \uc2e4\ud328\u00b7\ube0c\ub808\uc774\ud06c\ub2e4\uc6b4 \uc5f0\uc7a5\uc774\ubbc0\ub85c invalid_overshoot\ub85c \uc124\uc815. (shark PRZ 70,879.94\ub294 \ubbf8\ud655\uc815 report-only\ub77c \uc6e8\uc774\ud3ec\uc778\ud2b8 \uc774\ub3d9\uc5d0 \ubbf8\ubc18\uc601)"
      }
    ]
  },
  "timing": {
    "stages": {
      "stage1_agents": 48.9,
      "chairman": 48.9,
      "operating_path": 266.1,
      "tp_calibrator": 232.3
    },
    "agents": {},
    "total_s": 596.3
  }
}