Loading…
Public trading strategy

AI chip demand isn't slowing — accumulate TSM and Nvidia on strong sales and ana

Created

Thesis

TSMC's better-than-expected sales prove that the AI hardware boom is still accelerating. As the primary manufacturer for Nvidia, TSMC's success is a direct positive signal for the entire AI supply chain. With major banks backing these stocks as top picks, any short-term dips present a buying opportunity for a sector that continues to outperform the broader market.

Strategy approach

Build a mean-reversion long strategy on TSM and NVDA on the daily timeframe. Entry: when the stock's price touches or dips below the lower Bollinger Band (20, 2) AND the 14-day RSI is between 40 and 50. Exit: when price touches the 20-day SMA or upper Bollinger Band. Max hold: 10 days. Stop loss: 5%.

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: BB/RSI Signal Long (NVDA@1d) (3 conditions)
  • Exit: Position Exit Rule (NVDA@1d) (2 conditions)
  • Exit: Stop Loss at 5.0% (1 condition)
  • Exit: Take Profit at 10.0% (1 condition)

Shared strategy rules

Rule configuration

{
  "data_dependencies": [
    {
      "symbol": "NVDA",
      "timeframe": "1d"
    }
  ],
  "entry_rules": [
    {
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "lower",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 30
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": 50
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1",
      "name": "BB/RSI Signal Long (NVDA@1d)",
      "priority": 1
    }
  ],
  "exit_rules": [
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "middle",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "upper",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1",
      "name": "Position Exit Rule (NVDA@1d)",
      "priority": 1,
      "purpose": "signal"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": -5
          }
        }
      ],
      "enabled": true,
      "id": "exit_2",
      "name": "Stop Loss at 5.0%",
      "priority": 10,
      "purpose": "stop_loss"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 10
          }
        }
      ],
      "enabled": true,
      "id": "exit_3",
      "name": "Take Profit at 10.0%",
      "priority": 11,
      "purpose": "take_profit"
    }
  ],
  "position_sizing": {
    "max_position_percent": 25,
    "method": {
      "risk_percent": 2,
      "stop_loss_percent": 5,
      "type": "fixed_risk"
    },
    "min_position_value": 100
  },
  "trigger_timeframe": "1d",
  "version": 1
}

Indicator configuration

{
  "indicators": [
    {
      "name": "bollinger_bands",
      "period": 20,
      "std_dev": 2
    },
    {
      "name": "rsi",
      "period": 14
    }
  ]
}

Parsed strategy

{
  "data_dependencies": [
    {
      "symbol": "NVDA",
      "timeframe": "1d"
    }
  ],
  "entry_rules": [
    {
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "less_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "lower",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 30
          }
        },
        {
          "left": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "indicator": {
              "name": "rsi",
              "period": 14
            },
            "type": "indicator"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": 50
          }
        }
      ],
      "direction": "long",
      "enabled": true,
      "id": "entry_1",
      "name": "BB/RSI Signal Long (NVDA@1d)",
      "priority": 1
    }
  ],
  "exit_rules": [
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "middle",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        },
        {
          "left": {
            "field": "close",
            "type": "price"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "chart_ref": {
              "symbol": "NVDA",
              "timeframe": "1d"
            },
            "field": "upper",
            "indicator": {
              "name": "bollinger_bands",
              "period": 20,
              "std_dev": 2
            },
            "type": "indicator"
          }
        }
      ],
      "enabled": true,
      "id": "exit_1",
      "name": "Position Exit Rule (NVDA@1d)",
      "priority": 1,
      "purpose": "signal"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "less_than_or_equal",
          "right": {
            "type": "constant",
            "value": -5
          }
        }
      ],
      "enabled": true,
      "id": "exit_2",
      "name": "Stop Loss at 5.0%",
      "priority": 10,
      "purpose": "stop_loss"
    },
    {
      "applies_to": "both",
      "conditions": [
        {
          "left": {
            "field": "unrealized_pnl_percent",
            "type": "position"
          },
          "operator": "greater_than_or_equal",
          "right": {
            "type": "constant",
            "value": 10
          }
        }
      ],
      "enabled": true,
      "id": "exit_3",
      "name": "Take Profit at 10.0%",
      "priority": 11,
      "purpose": "take_profit"
    }
  ],
  "position_sizing": {
    "max_position_percent": 25,
    "method": {
      "risk_percent": 2,
      "stop_loss_percent": 5,
      "type": "fixed_risk"
    },
    "min_position_value": 100
  },
  "trigger_timeframe": "1d",
  "version": 1
}

Strategy instructions

Trading agent generated from recommendation idea 'AI chip demand isn't slowing — accumulate TSM and Nvidia on strong sales and analyst backing'. Thesis: TSMC's better-than-expected sales prove that the AI hardware boom is still accelerating. As the primary manufacturer for Nvidia, TSMC's success is a direct positive signal for the entire AI supply chain. With major banks backing these stocks as top picks, any short-term dips present a buying opportunity for a sector that continues to outperform the broader market.

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.

Explore

How CommonQuant researches and tests strategies · Public paper-trading record and its limits · Discover public strategies