Methodology
How the Signal Shooters Framework Works
Signal Shooters doesn’t publish a signal every time gold moves. It publishes one only when five independent layers of analysis agree — a deliberately high bar, designed to filter out noise rather than generate constant activity. This page explains each layer so you can learn to read the same structure yourself, not just watch a status light.
The five layers
1. H4 EMA Bias
We look at the 4-hour chart’s 50-period and 200-period exponential moving averages. When price sits above both, with the 50 above the 200, the bias is LONG_ONLY; the inverse sets SHORT_ONLY. This is the broad directional filter — everything else has to agree with this bias before a signal can fire.
2. H4 Structure
Beyond the moving averages, we look at actual swing structure on the 4-hour chart — is price making higher highs and higher lows (bullish structure) or the reverse? This confirms the EMA bias isn’t just a temporary crossover but reflects genuine trending structure.
3. Unmitigated H1 Point of Interest (POI)
A POI is a zone on the 1-hour chart — typically an order block or imbalance — where institutional-size orders likely originated. “Unmitigated” means price hasn’t returned to fully retest that zone since it formed. These zones tend to act as areas where price reacts, and we only treat a POI as valid while it remains unmitigated.
4. M15 Change of Character (CHoCH)
On the 15-minute chart, we watch for a break in the recent short-term structure — a CHoCH — that signals the local trend may be shifting in the direction our H4 bias already favors. This is the earliest confirmation that momentum is turning in the expected direction, at a granular timeframe.
5. Breakout Confluence
Finally, we require price to actually break and hold outside a defined recent range (currently tracked as a 20-bar range on the H1 chart), confirming that the setup isn’t just theoretical — the market has to actually move.
Why require all five
Any one of these signals alone produces frequent false positives — trend indicators alone chop in ranges, structure alone lags, POIs alone get invalidated often, and breakouts alone fake out constantly. Requiring agreement across all five, across three different timeframes, is intentionally restrictive. In backtesting, this produces far fewer signals than a single-indicator approach, but each one carries more statistical weight.
[Insert real backtest stats here once available — never state a win rate you can’t substantiate, and always pair it with the Risk Disclosure.]
What this page is, and isn’t
This is educational material describing a rules-based market analysis framework. It’s general information about a methodology — not a personal recommendation, and not tailored to any individual’s financial situation, risk tolerance, or account size. See the Risk Disclosure page before using any of this information to inform a trading decision.