A four-stage pipeline turns raw price action into a fully-defined, AI-validated trade setup. Every stage validates the last — and any failure closes the gate.
A universal Pine Script engine runs on TradingView charts for each watched pair. On every bar close it computes an H4 + H1 snapshot: EMA trend stack, RSI, MACD, ATR, swing pivots, structure breaks (BOS / CHoCH), support & resistance, entry zones and an entry-quality score.
When the technical state materially changes, the engine fires a structured JSON snapshot to the SigForge webhook, authenticated with a secret header. The server validates the contract, pair whitelist and numeric bounds, then stores the snapshot atomically.
DeepSeek AI receives the technical snapshot plus a freshness-checked FRED macro snapshot. It returns strict JSON: TRADE with entry, SL, TP, invalidation, confidence and reasoning — or NO_TRADE. Cooldowns and fingerprint de-duplication prevent repeat decisions.
Approved signals are written to the signal store and appear instantly on your dashboard and live viewer. The lifecycle engine tracks each setup through active, expired, TP or SL — preserving full history and performance stats.
SigForge is engineered to refuse bad data rather than trade on it. Each guard below resolves to NO_TRADE.
Technical snapshots expire quickly; macro snapshots must be fresh at both fetch time and source time. Anything stale is treated as missing — and missing data means no trade.
Entry, stop-loss and take-profit must form valid geometry for the trade direction. Inverted or nonsensical levels are rejected before a signal can exist.
Per-pair and global cooldowns plus alert fingerprinting stop the engine from churning the same setup into repeated signals.
All API keys and webhook secrets live in server-side configuration, never in the browser. Market data requests route through a rate-limited server proxy.
Only setups that survived the full pipeline. Each one arrives complete.
Pair, direction, entry zone, stop-loss, take-profit, invalidation level and the risk-to-reward ratio implied by the structure.
A confidence score and written reasoning from the AI decision layer, so you can evaluate the logic before you ever consider the levels.
Every signal carries an expiry. A live countdown shows exactly how long the setup remains valid before it is retired.
No pipeline — however disciplined — removes market risk. Trading leveraged markets can result in losses exceeding your expectations. SigForge provides market intelligence for educational purposes only and is not financial advice.
Open the live signal viewer and see exactly what the engine is doing right now.