trailing-stops

Trailing Stops

Once a trade is profitable, trailing stops protect your gains while letting winners run.

Prerequisites

No dependencies required. Provide entry, current price, and ATR manually. Enhanced with Groww MCP (live ATR, candles, MAs) or yfinance.

Data Needed

1. Entry price and current price: Known or from get_quotes_and_depth
2. ATR(14): get_historical_technical_indicators from Groww, or user-provided
3. Recent swing lows/highs: fetch_historical_candle_data (daily)
4. Moving averages: SMA20, EMA50 from indicators
5. Initial risk (1R): Entry - original stop-loss

The Hybrid Approach (Recommended)

This progressive system adapts as the trade matures:

Trade Stage	Profit Level	Trailing Method
Just entered	0 to 1R	Fixed stop — don't trail yet, use initial stop-loss
Early profit	1R gained	Move to breakeven — stop at entry price (eliminates risk)
Building profit	2R gained	ATR trail — highest close minus ATR(14) × 1.5
Strong runner	3R+ gained	Structure trail — below most recent swing low

This works because:

• Below 1R: Moving stop too early gets you shaken out on noise
• At 1R: Breakeven means you can't lose money — psychological freedom to hold
• At 2R: ATR trail gives the stock room to breathe while protecting most profit
• At 3R+: Structure trail is tighter, appropriate when you have a large cushion

Individual Methods

ATR Trail

Trailing stop = Highest close since entry - ATR(14) × multiplier
Multiplier: 1.5 (tight), 2.0 (standard), 3.0 (loose)

Recalculate daily at market close. Only move stop up, never down.

Structure Trail

Trailing stop = Below the most recent higher low

Identify swing lows on the daily chart. Each new higher low becomes the new stop reference. Best for stocks making clear stair-step patterns.

Moving Average Trail

Aggressive: Trail below SMA20 (for fast trends)
Moderate: Trail below EMA50 (for steady trends)
Conservative: Trail below SMA200 (for long-term holds)

Use closing price vs MA — if daily close is below the MA, exit next day.

Chandelier Exit

Trailing stop = Highest high since entry - ATR(14) × 3.0

More aggressive than standard ATR trail. Good for volatile runners where you want to ride big swings.

Trailing Stop Rules

1. Only move up, never down — a trailing stop is a ratchet
2. Check daily at market close — don't adjust intraday (noise)
3. Use closing prices for triggers — ignore intraday wicks
4. When stop is hit: exit at next day's open, no exceptions
5. Don't overtighten: If you're trailing too tight, you'll get stopped out on normal pullbacks. Give the stock room proportional to its ATR.

Choosing Your Method

Stock Behavior	Best Trail Method
Strong uptrend, clear swing lows	Structure trail
Trending but volatile	ATR trail (2.0×) or Chandelier
Steady grinder, low volatility	MA trail (EMA50)
Explosive mover, unsure of top	Chandelier exit (3.0× ATR)
Long-term investment	MA trail (SMA200)