breakout-trading

name	breakout-trading
description	Define and test closed-bar consolidation breakouts. Use when measuring boundaries, normalized break buffers, relative participation, retests, invalidation, and net execution costs.
license	Apache-2.0
metadata	{"author":"ske-labs","version":"4.0"}

Breakout Trading

Captures explosive moves when price breaks out of consolidation zones or key support/resistance levels.

Identification

Types: Horizontal (flat S/R, 3+ touches), Pattern (triangle/wedge/flag completion), Trendline (trend change signal).

Participation Confirmation

Measure breakout-bar volume against the same instrument's time-of-day baseline or a predeclared rolling median. Treat relative volume, RSI, and MACD as candidate filters to validate, not confidence grades or independent votes. Require a closed bar beyond the level by a volatility- or tick-normalized buffer; do not use future follow-through to label the original entry.

Workflow

1. Identify Consolidation

get_candles_around_date(symbol=<symbol>, exchange=<exchange>, interval=<interval>, date=<date>)

Look for tight range with 3+ touches on support/resistance.

2. Mark the Level

draw_chart_analysis(action="create", drawing={
    "type": "resistance",
    "points": [
        {"time": <first_touch_time>, "price": <level_price>},
        {"time": <current_time>, "price": <level_price>}
    ],
    "options": {"text": "Breakout Level (<price>)"}
})

3. Check Volume and Momentum

get_indicators(indicator_code="mfi", symbol=<symbol>, exchange=<exchange>, interval=<interval>)
get_indicators(indicator_code="rsi", symbol=<symbol>, exchange=<exchange>, interval=<interval>)
get_indicators(indicator_code="macd", symbol=<symbol>, exchange=<exchange>, interval=<interval>)

Record the close-to-level distance in ATR or ticks, relative volume, spread, and momentum progression. Apply only filter thresholds fixed before the evaluation sample.

4. Entry and Target

Use the consolidation-height projection as a scenario, not a forecast. Choose and test one entry rule: closed-bar break or first retest within a predeclared bar window. Put invalidation back inside the range plus the tested buffer; size from that distance and modeled slippage.

5. Report to Orchestrator

Breakout type, volume multiple, entry recommendation, measured move target, stop level, false breakout risk assessment.

Evidence and Validation

• Treat the setup as a testable hypothesis, not a prediction. Define thresholds, entry, invalidation, and exit before evaluating outcomes.
• Calibrate on the same instrument, venue, session, and timeframe. Use closed candles and a held-out or walk-forward sample; record every variant tried.
• Include spread, fees, slippage, borrow or funding, partial fills, and latency. Reject the setup when net expectancy is not positive or depends on one narrow parameter.
• Return observed inputs, missing data, cost assumptions, entry, invalidation, exit, and a valid, watch, or no-trade status.
• Research basis: Opening-range breakout research finds conditional evidence for a specified rule, while the broader technical-analysis review warns about data snooping and costs.

Key Rules

• Require a closed-bar trigger; a wick alone is not an entry under this rule.
• Freeze the participation, buffer, retest-window, and invalidation definitions before testing.
• A close back inside the range invalidates the setup only if that exact rule was specified in advance.
• Do not move a stop to breakeven merely because volume declines; compare that management rule out of sample.
• Report valid, watch, or no trade when the trigger, liquidity, or cost gate is missing.

Related Skills

• momentum-trading -- ride the continuation after consolidation breaks
• pullback-trading -- time the retest entry after breakout