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Fib and RSI Strategy Pineconnector

Script from: TradingView

Intraday

Scalping

Momentum

Bot

This strategy involves checking the Relative Strength Index (RSI) for overbought or oversold conditions when a stock hits critical Fibonacci levels on the 1-minute chart. For enhanced execution, set up Pineconnector alerts using {{strategy.order.alert_message}}. Improvements and discussions are welcome.

SNX / TetherUS (SNXUSDT)

+ Fib and RSI Strategy Pineconnector

@ 2 h

2.07

Risk Reward

17.39 %

Total ROI

17

Total Trades

Crypto.com Coin / United States Dollar (CROUSD)

+ Fib and RSI Strategy Pineconnector

@ 15 min

1.89

Risk Reward

4.61 %

Total ROI

18

Total Trades

GRT / TetherUS (GRTUSDT)

+ Fib and RSI Strategy Pineconnector

@ 2 h

1.52

Risk Reward

22.47 %

Total ROI

36

Total Trades

Algorand / TetherUS (ALGOUSDT)

+ Fib and RSI Strategy Pineconnector

@ 2 h

1.37

Risk Reward

13.47 %

Total ROI

32

Total Trades

ICP / TetherUS (ICPUSDT)

+ Fib and RSI Strategy Pineconnector

@ 2 h

1.28

Risk Reward

9.02 %

Total ROI

27

Total Trades

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ 1 min

111,358.53

Risk Reward

5.57 %

Total ROI

16

Total Trades

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ 4 h

6.44

Risk Reward

68.65 %

Total ROI

19

Total Trades

Freeport-McMoRan, Inc. (FCX)

+ Fib and RSI Strategy Pineconnector

@ 5 min

2.91

Risk Reward

9.09 %

Total ROI

19

Total Trades

Freeport-McMoRan, Inc. (FCX)

+ Fib and RSI Strategy Pineconnector

@ 5 min

2.91

Risk Reward

9.09 %

Total ROI

19

Total Trades

KeyCorp (KEY)

+ Fib and RSI Strategy Pineconnector

@ 1 h

2.83

Risk Reward

34.61 %

Total ROI

21

Total Trades

U.S. Bancorp (USB)

+ Fib and RSI Strategy Pineconnector

@ 5 min

2.67

Risk Reward

8.01 %

Total ROI

19

Total Trades

Pepsico, Inc. (PEP)

+ Fib and RSI Strategy Pineconnector

@ 5 min

2.50

Risk Reward

3.76 %

Total ROI

18

Total Trades
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Guide

How does the Fib and RSI Strategy Pineconnector strategy work ?

The Fib and RSI Strategy Pineconnector combines Fibonacci retracement levels with the Relative Strength Index (RSI) to generate trade signals. Specifically designed for 1-minute (1m) charts, this strategy looks to capitalize on moments when an asset's price hits important Fibonacci levels while simultaneously being in an overbought or oversold RSI state.

  • When the price is below a predefined Fibonacci level (fd1) and the RSI crosses over the oversold threshold, a long position (openLong) is initiated with targets and stop-losses calculated based on further refined Fibonacci levels and a set stop-loss percentage.
  • Conversely, a short position (openShort) is opened when the price exceeds a specified Fibonacci level (fu1) and the RSI crosses under the overbought line.
  • The code includes parameters for stop-loss in percentage terms, RSI periods, and Fibonacci multipliers to customize the strategy to the trader's preferences.
  • Trade alerts with specific messages are generated (strategy.entry and strategy.exit) for entering and exiting positions. These alerts can be optimized for execution using Pineconnector, thereby automating the trading process.

The recent release notes state that the code has been clarified, suggesting that the trading logic is now more transparent and may be easier to customize or debug for those with scripting knowledge on TradingView's platform.

How to use the Fib and RSI Strategy Pineconnector strategy ?

This trading strategy uses Fibonacci extensions and the Relative Strength Index (RSI) to identify potential buy and sell signals. The strategy enters long when the price dips below the standard deviation Fibonacci line and RSI crosses over the oversold threshold. It enters short when the price exceeds the standard deviation Fibonacci line and RSI crosses under the overbought threshold. It exits trades based on specified profit targets or stop loss levels calculated using Fibonacci levels and RSI.

To trade this strategy manually on TradingView:

  • Configure the RSI indicator with a length of 14, marking 30% as oversold and 70% as overbought.
  • Plot the Volume Weighted Moving Average (VWMA) with the source set to (High + Low + Close) / 3 over a period of 200 bars for Fibonacci basis calculation.
  • Calculate the standard deviation multiplier by multiplying the VWMA basis by 3.
  • Establish the Fibonacci levels (764 level) above and below the VWMA by adding and subtracting (0.001 * 764) times the standard deviation from the VWMA basis.
  • Place a long order when the price dips below the deviation line below the VWMA basis and RSI crosses above 30%, with a profit target at the -764 level and a stop loss at 1.5% below the entry price.
  • Place a short order when the price exceeds the deviation line above the VWMA basis and RSI crosses below 70%, with a profit target at the 764 level and a stop loss at 1.5% above the entry price.
  • Use 'round_to_mintick' function to round your targets and stop losses to the nearest tick size acceptable by the exchange.
  • Close long positions when the price exceeds the profit target or drops to the stop loss level. Similarly, close short positions when the price drops below the profit target or raises to the stop loss level.

How to optimize the Fib and RSI Strategy Pineconnector trading strategy ?

To improve the 'Fib and RSI Strategy Pineconnector' through manual trading, it's crucial to refine each component of the strategy for better precision and efficiency. Here is a step-by-step plan for improvement:

  • Fibonacci Level Adjustments:
    • Less reliance on a singular, fixed Fibonacci level. Instead, use a combination of significant Fibonacci retracement and extension levels to pinpoint more precise entry and exit points.
    • Analyze historical price action to identify which Fibonacci levels tend to act as stronger support or resistance, and give those levels more weight in decision-making.
  • RSI Modifications:
    • Instead of using conventional overbought (70) and oversold (30) thresholds, adapt the RSI levels based on market volatility. In range-bound markets, tighter thresholds (e.g., 60 overbought, 40 oversold) could be more effective.
    • Include a divergence analysis for RSI readings — a bullish divergence at key support or a bearish divergence at key resistance can be a powerful signal in conjunction with Fibonacci levels.
  • Stop Loss and Take Profit Optimization:
    • Move beyond a fixed percentage for stop losses and take profits. Adjust these levels according to the average true range (ATR) that measures market volatility, ensuring that stops and targets are relevant to current conditions.
    • Implement trailing stops once a trade has moved a certain percentage in favor, securing profits and reducing downside risk.
  • Trade Management:
    • Actively manage trades by watching for signs of reversal patterns near the identified levels and be ready to adjust stops or exit positions earlier if necessary.
    • Scale out of positions. Instead of exiting the entire position at a single target, consider taking partial profits at various levels to capture more upside while managing risk.
  • Risk Assessment:
    • Conduct a thorough risk assessment for every trade based on the current market environment and adjust the position size accordingly.
    • Use backtesting to evaluate the effectiveness of any strategy adjustments made, ensuring that improvements are based on empirical evidence rather than assumptions.
  • Market Context Emphasis:
    • Pay special attention to broader market sentiment and economic indicators which can have a pronounced effect on the efficacy of technical indicators such as RSI and Fibonacci levels.
    • Combine the technical analysis with market context to avoid false signals and enhance the overall strategy's performance.

For which kind of traders is the Fib and RSI Strategy Pineconnector strategy suitable ?

This strategy is best suited for active day traders who can monitor the markets and respond quickly. It demands a hands-on approach due to its reliance on short-term price changes and precise execution on the 1-minute timeframe, making it ideal for traders who thrive on fast-paced trading environments.

The trading style is highly technical and quantitative, suited for those who have a strong understanding of technical indicators and enjoy working with automated alert systems for efficient execution. It caters to traders who:

  • Prefer to make frequent trades over the course of a trading session.
  • Are comfortable making rapid decisions based on technical analysis.
  • Have the ability to interpret RSI overbought/oversold signals in conjunction with Fibonacci levels effectively.
  • Embrace automated trading tools to capitalize on the strategy's signals promptly.

Key Takeaways of Fib and RSI Strategy Pineconnector

  • Strategy Essence: Utilizes RSI and Fibonacci levels to trade on 1-minute charts, identifying overbought/oversold conditions for entry points.
  • Execution Method: Best executed using Pineconnector for automated trade alerts, while manual traders should closely monitor the RSI and Fib levels.
  • Optimization Approach: Adjust RSI and Fibonacci parameters based on market conditions, introduce ATR-based stop losses and trailing stops for better exits.
  • Trader Profile: Ideal for day traders adept at acting swiftly on technical indicators and comfortable with high-frequency trading.
  • Trading Style: Suited for technical-focused traders who prefer quantitative analysis and can harness alerts for expedited trading decisions.
  • Risk Management: Derive stop losses from volatility assessments and undertake partial profit-taking to balance reward and risk.
  • Market Context Integration: Enhance strategy performance by combining technical signals with current economic trends and sentiment analysis.
  • Backtesting Imperative: Continually backtest strategy modifications to validate improvements through empirical data, not assumptions.
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