Signal Aggregation Skill Skill

Signal Aggregation Skill

Combines signals from multiple sources into confidence-weighted trade recommendations.

Capabilities

This skill enables the agent to:

Aggregate signals from orderflow (L2/footprint patterns)
Include technical scanner signals (RSI, MACD, moving averages)
Incorporate AI brain analysis (entry analysis, risk assessment)
Execute trades based on unified signal strength

Signal Sources

| Source | Data | Weight | |--------|------|--------| | Orderflow | L2 imbalance, bid/ask walls | High | | Scanner | RSI, MACD, SMA crossovers | Medium | | Brain | Entry confidence, position sizing | High |

Procedural Steps

1. Request Unified Signal

Call: get_aggregated_signal(symbol: str, account_size?: float)
Endpoint: POST http://localhost:8011/signal

2. Interpret Signal Strength

| Strength | Confidence | Action | |----------|------------|--------| | STRONG | >80% | Execute immediately | | MODERATE | 50-80% | Consider with caution | | WEAK | <50% | Wait for better setup |

3. Execute (if Strong Signal)

Call: execute_aggregated_signal(symbol: str)
Endpoint: POST http://localhost:8011/execute

This automatically:

Gets unified signal
Validates through confirmation mesh
Routes to broker if approved

Example Workflow

# Get unified signal for AAPL
signal = await get_signal({
    "symbol": "AAPL",
    "include_orderflow": True,
    "include_scanner": True,
    "include_brain": True,
    "account_size": 100000
})

# Check strength
if signal.strength == "STRONG" and signal.confidence > 0.8:
    # Execute with confidence
    result = await execute("/execute", {
        "symbol": "AAPL",
        "account_size": 100000
    })
else:
    # Wait for better setup
    log(f"Signal too weak: {signal.strength}, {signal.confidence}")

Safety Guardrails

Never execute WEAK signals
Always include orderflow for real-time context
Verify all sources agree on direction before STRONG signal
Use suggested_quantity from brain's position sizing

Agent Skills: Signal Aggregation Skill

Install this agent skill to your local

Skill Files