{
  "generated_at": "2026-05-29T13:55:17",
  "intervals_loaded": [
    1,
    3,
    5,
    10,
    15,
    30,
    60,
    240,
    1440
  ],
  "latest_positions": [
    {
      "interval": 1,
      "label": "1분",
      "close": 425.0,
      "bb_pos": 0.352,
      "bb_zone": "mid",
      "bb_state": "squeeze",
      "ichi_position": "in_cloud",
      "ichi_tk": "bear",
      "ichi_cloud": "bull"
    },
    {
      "interval": 3,
      "label": "3분",
      "close": 425.0,
      "bb_pos": 0.638,
      "bb_zone": "mid",
      "bb_state": "inside_band",
      "ichi_position": "above_cloud",
      "ichi_tk": "bull",
      "ichi_cloud": "bull"
    },
    {
      "interval": 5,
      "label": "5분",
      "close": 425.0,
      "bb_pos": 0.706,
      "bb_zone": "high",
      "bb_state": "inside_band",
      "ichi_position": "above_cloud",
      "ichi_tk": "bull",
      "ichi_cloud": "bear"
    },
    {
      "interval": 10,
      "label": "10분",
      "close": 425.0,
      "bb_pos": 0.744,
      "bb_zone": "high",
      "bb_state": "inside_band",
      "ichi_position": "in_cloud",
      "ichi_tk": "bear",
      "ichi_cloud": "bear"
    },
    {
      "interval": 15,
      "label": "15분",
      "close": 425.0,
      "bb_pos": 0.526,
      "bb_zone": "mid",
      "bb_state": "inside_band",
      "ichi_position": "above_cloud",
      "ichi_tk": "bear",
      "ichi_cloud": "bear"
    },
    {
      "interval": 30,
      "label": "30분",
      "close": 425.0,
      "bb_pos": 0.448,
      "bb_zone": "mid",
      "bb_state": "inside_band",
      "ichi_position": "above_cloud",
      "ichi_tk": "bear",
      "ichi_cloud": "bear"
    },
    {
      "interval": 60,
      "label": "60분",
      "close": 425.0,
      "bb_pos": 0.613,
      "bb_zone": "mid",
      "bb_state": "inside_band",
      "ichi_position": "below_cloud",
      "ichi_tk": "bull",
      "ichi_cloud": "bear"
    },
    {
      "interval": 240,
      "label": "240분",
      "close": 425.0,
      "bb_pos": 0.317,
      "bb_zone": "low",
      "bb_state": "inside_band",
      "ichi_position": "below_cloud",
      "ichi_tk": "bear",
      "ichi_cloud": "bear"
    },
    {
      "interval": 1440,
      "label": "일봉",
      "close": 425.0,
      "bb_pos": 0.417,
      "bb_zone": "mid",
      "bb_state": "inside_band",
      "ichi_position": "below_cloud",
      "ichi_tk": "bull",
      "ichi_cloud": "bull"
    }
  ],
  "buy_recommendations": [
    "m30:bullish — 410회, +1.08% (+1.04%p)",
    "m60:above_upper — 480회, +1.00% (+0.96%p)",
    "m60:cross_up_upper — 340회, +0.89% (+0.86%p)",
    "m60:bullish — 960회, +0.76% (+0.72%p)",
    "m240:hammer — 1588회, +0.70% (+0.66%p)",
    "m240:cross_up_upper — 160회, +0.66% (+0.62%p)",
    "m60:bb_zone_top — 1377회, +0.66% (+0.62%p)",
    "m30:ichi_tk_cross_down — 148회, +0.62% (+0.59%p)",
    "조합 m30:bullish + m60:above_upper — 50회, +2.48%p",
    "조합 m60:above_upper + m30:body_strong — 50회, +2.44%p",
    "조합 m30:bullish + d1:bb_zone_high — 130회, +2.39%p",
    "조합 m30:bullish + m60:cross_up_upper — 30회, +2.26%p",
    "조합 d1:bb_zone_high + m30:body_strong — 100회, +2.13%p"
  ],
  "sell_recommendations": [],
  "buy_avoid": [
    "매수 회피: m240:cross_down_lower (-0.93%p)",
    "매수 회피: m240:below_lower (-0.93%p)",
    "매수 회피: m10:body_ratio (-0.63%p)",
    "매수 회피: m15:cross_up_lower (-0.58%p)",
    "매수 회피: m10:bullish (-0.54%p)",
    "매수 회피: m240:cross_up_lower (-0.53%p)"
  ],
  "top_buy_pairs": [
    {
      "keys": [
        "m30:bullish",
        "m60:above_upper"
      ],
      "count": 50,
      "avg_forward_pct": 2.5214,
      "edge_vs_base": 2.4838
    },
    {
      "keys": [
        "m60:above_upper",
        "m30:body_strong"
      ],
      "count": 50,
      "avg_forward_pct": 2.4777,
      "edge_vs_base": 2.4401
    },
    {
      "keys": [
        "m30:bullish",
        "d1:bb_zone_high"
      ],
      "count": 130,
      "avg_forward_pct": 2.4265,
      "edge_vs_base": 2.3889
    },
    {
      "keys": [
        "m30:bullish",
        "m60:cross_up_upper"
      ],
      "count": 30,
      "avg_forward_pct": 2.2987,
      "edge_vs_base": 2.2611
    },
    {
      "keys": [
        "d1:bb_zone_high",
        "m30:body_strong"
      ],
      "count": 100,
      "avg_forward_pct": 2.1672,
      "edge_vs_base": 2.1296
    },
    {
      "keys": [
        "m60:bb_zone_top",
        "m30:body_strong"
      ],
      "count": 80,
      "avg_forward_pct": 2.0742,
      "edge_vs_base": 2.0366
    },
    {
      "keys": [
        "m240:hammer",
        "m30:body_strong"
      ],
      "count": 139,
      "avg_forward_pct": 1.9833,
      "edge_vs_base": 1.9457
    },
    {
      "keys": [
        "m30:bullish",
        "m240:hammer"
      ],
      "count": 190,
      "avg_forward_pct": 1.932,
      "edge_vs_base": 1.8944
    },
    {
      "keys": [
        "m30:bullish",
        "m60:bb_zone_top"
      ],
      "count": 140,
      "avg_forward_pct": 1.924,
      "edge_vs_base": 1.8864
    },
    {
      "keys": [
        "m30:bullish",
        "m60:bb_pos_high"
      ],
      "count": 140,
      "avg_forward_pct": 1.924,
      "edge_vs_base": 1.8864
    },
    {
      "keys": [
        "m30:body_strong",
        "m60:bb_pos_high"
      ],
      "count": 90,
      "avg_forward_pct": 1.8966,
      "edge_vs_base": 1.859
    },
    {
      "keys": [
        "m60:bullish",
        "m240:cross_up_upper"
      ],
      "count": 20,
      "avg_forward_pct": 1.8701,
      "edge_vs_base": 1.8324
    },
    {
      "keys": [
        "m60:cross_up_upper",
        "m30:body_strong"
      ],
      "count": 20,
      "avg_forward_pct": 1.731,
      "edge_vs_base": 1.6934
    },
    {
      "keys": [
        "m60:cross_up_upper",
        "m240:hammer"
      ],
      "count": 180,
      "avg_forward_pct": 1.5455,
      "edge_vs_base": 1.5079
    },
    {
      "keys": [
        "m60:above_upper",
        "m240:hammer"
      ],
      "count": 300,
      "avg_forward_pct": 1.4981,
      "edge_vs_base": 1.4605
    },
    {
      "keys": [
        "m30:bullish",
        "m60:hammer"
      ],
      "count": 210,
      "avg_forward_pct": 1.4713,
      "edge_vs_base": 1.4337
    },
    {
      "keys": [
        "m60:bullish",
        "m240:hammer"
      ],
      "count": 420,
      "avg_forward_pct": 1.3974,
      "edge_vs_base": 1.3598
    },
    {
      "keys": [
        "m240:hammer",
        "m60:bb_zone_top"
      ],
      "count": 480,
      "avg_forward_pct": 1.3812,
      "edge_vs_base": 1.3436
    },
    {
      "keys": [
        "m60:cross_up_upper",
        "d1:bb_zone_high"
      ],
      "count": 180,
      "avg_forward_pct": 1.3333,
      "edge_vs_base": 1.2956
    },
    {
      "keys": [
        "m60:bullish",
        "m30:body_strong"
      ],
      "count": 90,
      "avg_forward_pct": 1.3228,
      "edge_vs_base": 1.2852
    }
  ],
  "top_sell_pairs": [],
  "suggested_rules": {
    "buy_all": [
      "m30:bullish",
      "m60:above_upper"
    ],
    "buy_any": [],
    "sell_all": [],
    "sell_stop": []
  }
}