AI-Driven Trend & Momentum Analysis

2. AI-Driven Trend & Momentum Analysis

MoonClaw’s decision layer goes beyond static rules.

Volume Acceleration Detection

The agent measures:

• Volume delta over short time intervals

• Liquidity inflow patterns

• Transaction frequency acceleration

• Buy/sell imbalance ratios

It identifies whether activity is organic growth or short-lived bot spikes.

Holder Distribution Analysis

MoonClaw evaluates:

• Top wallet concentration

• Rapid whale accumulation

• Sybil wallet clustering patterns

• Holder growth velocity

Tokens with extreme concentration risk can be deprioritized or avoided.

Pattern Recognition & Reflection

MoonClaw logs trade outcomes and market conditions. Over time, it:

• Adjusts entry thresholds

• Reweights risk factors

• Identifies repeating pump-and-dump structures

• Adapts stop-loss aggressiveness

This reflection layer enables iterative improvement (though not guaranteed performance gains).