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Public trading strategy

AI chip stocks are getting unfairly punished — buy the dip on AMD

Created

Thesis

The entire semiconductor sector is getting punished because one company, Broadcom, gave a weak forecast. This panic selling is dragging down fundamentally strong companies like AMD, creating a buying opportunity. While the market is scared right now, analysts note that demand for AI processors is actually accelerating. AMD is nearing a price level where buyers have historically stepped in, making this a great chance to buy the dip before the broader AI rally resumes.

Strategy approach

Build a mean-reversion strategy for AMD on the daily timeframe. Enter a long position when the stock experiences a 3-day consecutive drop AND the RSI(14) falls below 35. Exit the position when the price crosses back above the 20-day simple moving average (SMA), or set a 10% trailing stop to protect against further downside.

Markets and timeframes

Entry and exit at a glance

These are the named rules in the shared configuration. Review the full conditions below before using a strategy.

  • Entry: Oversold RSI/SMA/ADX Long (AMD@1d) (6 conditions)
  • Entry: Oversold RSI/SMA/ADX Long (NVDA@1d) (6 conditions)
  • Exit: Position Exit Rule (AMD@1d) (1 condition)
  • Exit: Position Exit Rule (NVDA@1d) (1 condition)
  • Exit: TP: Fib Extension 127.2% (AMD@1d) (1 condition)
  • Exit: TP: Fib Extension 127.2% (NVDA@1d) (1 condition)
  • Exit: SL: Below Support[2] (AMD@1d) (1 condition)
  • Exit: SL: Below Support[2] (NVDA@1d) (1 condition)
  • Exit: Stop Loss at 2.6% (1 condition)
  • Exit: Take Profit at 5.1% (1 condition)
  • Exit: SL: Fib Retracement 78.6% (AMD@1d) (1 condition)
  • Exit: SL: Fib Retracement 78.6% (NVDA@1d) (1 condition)

Shared strategy rules

Rule configuration

{
  "data_dependencies": [
    {
      "symbol": "STOCK:AMD",
      "timeframe": "1d"
    },
    {
      "symbol": "STOCK:NVDA",
      "timeframe": "1d"
    }
  ],
  "entry_rules": [
    {
      "conditions": [
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than",
          "right": {
            "type": "constant",
            "value": 35
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "field": "adx",
            "indicator": {
              "name": "adx",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than",
          "right": {
            "type": "constant",
            "value": 25
          }
        },
        {
          "left": {
            "field": "low",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1_amd",
      "name": "Oversold RSI/SMA/ADX Long (AMD@1d)",
      "priority": 1,
      "trade_symbol": "STOCK:AMD"
    },
    {
      "conditions": [
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than",
          "right": {
            "type": "constant",
            "value": 35
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "field": "adx",
            "indicator": {
              "name": "adx",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than",
          "right": {
            "type": "constant",
            "value": 25
          }
        },
        {
          "left": {
            "field": "low",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1_nvda",
      "name": "Oversold RSI/SMA/ADX Long (NVDA@1d)",
      "priority": 2,
      "trade_symbol": "STOCK:NVDA"
    }
  ],
  "exit_rules": [
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1_amd",
      "name": "Position Exit Rule (AMD@1d)",
      "priority": 1,
      "purpose": "signal",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1_nvda",
      "name": "Position Exit Rule (NVDA@1d)",
      "priority": 2,
      "purpose": "signal",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 1272,
            "type": "fibonacci_extension"
          }
        }
      ],
      "enabled": true,
      "id": "exit_2_amd",
      "name": "TP: Fib Extension 127.2% (AMD@1d)",
      "priority": 96,
      "purpose": "take_profit",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 1272,
            "type": "fibonacci_extension"
          }
        }
      ],
      "enabled": true,
      "id": "exit_2_nvda",
      "name": "TP: Fib Extension 127.2% (NVDA@1d)",
      "priority": 97,
      "purpose": "take_profit",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "rank": 2,
            "type": "support_level"
          }
        }
      ],
      "enabled": true,
      "id": "exit_3_amd",
      "name": "SL: Below Support[2] (AMD@1d)",
      "priority": 100,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "rank": 2,
            "type": "support_level"
          }
        }
      ],
      "enabled": true,
      "id": "exit_3_nvda",
      "name": "SL: Below Support[2] (NVDA@1d)",
      "priority": 101,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": -2.5661333333333336
          }
        }
      ],
      "enabled": true,
      "id": "exit_4",
      "name": "Stop Loss at 2.6%",
      "priority": 100,
      "purpose": "stop_loss"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 5.132266666666667
          }
        }
      ],
      "enabled": true,
      "id": "exit_5",
      "name": "Take Profit at 5.1%",
      "priority": 100,
      "purpose": "take_profit"
    },
    {
      "applies_to": "long",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 786,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "enabled": true,
      "id": "exit_6_amd",
      "name": "SL: Fib Retracement 78.6% (AMD@1d)",
      "priority": 100,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "long",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 786,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "enabled": true,
      "id": "exit_6_nvda",
      "name": "SL: Fib Retracement 78.6% (NVDA@1d)",
      "priority": 101,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:NVDA"
    }
  ],
  "position_sizing": {
    "max_position_percent": 25,
    "method": {
      "fib_stop_ratio": 786,
      "risk_percent": 2.5661333333333336,
      "type": "fixed_risk"
    },
    "min_position_value": 100
  },
  "trigger_timeframe": "1d",
  "version": 1
}

Indicator configuration

{
  "indicators": [
    {
      "name": "rsi",
      "period": 14
    },
    {
      "name": "sma",
      "period": 20
    },
    {
      "name": "sma",
      "period": 50
    },
    {
      "name": "adx",
      "period": 14
    },
    {
      "name": "rsi",
      "period": 14
    },
    {
      "name": "sma",
      "period": 20
    },
    {
      "name": "sma",
      "period": 50
    },
    {
      "name": "adx",
      "period": 14
    }
  ]
}

Parsed strategy

{
  "data_dependencies": [
    {
      "symbol": "STOCK:AMD",
      "timeframe": "1d"
    },
    {
      "symbol": "STOCK:NVDA",
      "timeframe": "1d"
    }
  ],
  "entry_rules": [
    {
      "conditions": [
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than",
          "right": {
            "type": "constant",
            "value": 35
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "field": "adx",
            "indicator": {
              "name": "adx",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than",
          "right": {
            "type": "constant",
            "value": 25
          }
        },
        {
          "left": {
            "field": "low",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1_amd",
      "name": "Oversold RSI/SMA/ADX Long (AMD@1d)",
      "priority": 1,
      "trade_symbol": "STOCK:AMD"
    },
    {
      "conditions": [
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than",
          "right": {
            "type": "constant",
            "value": 35
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "field": "adx",
            "indicator": {
              "name": "adx",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than",
          "right": {
            "type": "constant",
            "value": 25
          }
        },
        {
          "left": {
            "field": "low",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 618,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1_nvda",
      "name": "Oversold RSI/SMA/ADX Long (NVDA@1d)",
      "priority": 2,
      "trade_symbol": "STOCK:NVDA"
    }
  ],
  "exit_rules": [
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1_amd",
      "name": "Position Exit Rule (AMD@1d)",
      "priority": 1,
      "purpose": "signal",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "sma",
              "period": 20
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1_nvda",
      "name": "Position Exit Rule (NVDA@1d)",
      "priority": 2,
      "purpose": "signal",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 1272,
            "type": "fibonacci_extension"
          }
        }
      ],
      "enabled": true,
      "id": "exit_2_amd",
      "name": "TP: Fib Extension 127.2% (AMD@1d)",
      "priority": 96,
      "purpose": "take_profit",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 1272,
            "type": "fibonacci_extension"
          }
        }
      ],
      "enabled": true,
      "id": "exit_2_nvda",
      "name": "TP: Fib Extension 127.2% (NVDA@1d)",
      "priority": 97,
      "purpose": "take_profit",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "rank": 2,
            "type": "support_level"
          }
        }
      ],
      "enabled": true,
      "id": "exit_3_amd",
      "name": "SL: Below Support[2] (AMD@1d)",
      "priority": 100,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "crossed_above",
          "right": {
            "rank": 2,
            "type": "support_level"
          }
        }
      ],
      "enabled": true,
      "id": "exit_3_nvda",
      "name": "SL: Below Support[2] (NVDA@1d)",
      "priority": 101,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:NVDA"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": -2.5661333333333336
          }
        }
      ],
      "enabled": true,
      "id": "exit_4",
      "name": "Stop Loss at 2.6%",
      "priority": 100,
      "purpose": "stop_loss"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 5.132266666666667
          }
        }
      ],
      "enabled": true,
      "id": "exit_5",
      "name": "Take Profit at 5.1%",
      "priority": 100,
      "purpose": "take_profit"
    },
    {
      "applies_to": "long",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:AMD",
              "timeframe": "1d"
            },
            "ratio": 786,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "enabled": true,
      "id": "exit_6_amd",
      "name": "SL: Fib Retracement 78.6% (AMD@1d)",
      "priority": 100,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:AMD"
    },
    {
      "applies_to": "long",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than",
          "right": {
            "chart_ref": {
              "symbol": "STOCK:NVDA",
              "timeframe": "1d"
            },
            "ratio": 786,
            "type": "fibonacci_retracement"
          }
        }
      ],
      "enabled": true,
      "id": "exit_6_nvda",
      "name": "SL: Fib Retracement 78.6% (NVDA@1d)",
      "priority": 101,
      "purpose": "stop_loss",
      "target_symbol": "STOCK:NVDA"
    }
  ],
  "position_sizing": {
    "max_position_percent": 25,
    "method": {
      "fib_stop_ratio": 786,
      "risk_percent": 2.5661333333333336,
      "type": "fixed_risk"
    },
    "min_position_value": 100
  },
  "trigger_timeframe": "1d",
  "version": 1
}

Strategy instructions

Trading agent generated from recommendation idea 'AI chip stocks are getting unfairly punished — buy the dip on AMD'. Thesis: The entire semiconductor sector is getting punished because one company, Broadcom, gave a weak forecast. This panic selling is dragging down fundamentally strong companies like AMD, creating a buying opportunity. While the market is scared right now, analysts note that demand for AI processors is actually accelerating. AMD is nearing a price level where buyers have historically stepped in, making this a great chance to buy the dip before the broader AI rally resumes.

Performance

No trade count, win rate, or realized P&L figures are provided in this public preview. The thesis and shared rules do not establish a performance record.

What this public preview can establish

  • The thesis and strategy approach describe a market view. They do not show whether an entry or exit condition is currently met.
  • Technical strategy fields are shared above. Inspect the actual conditions and check when they were evaluated before relying on them.
  • No trade count, win rate, or P&L figure is published in this preview. It cannot establish a performance record.

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