Skill 07 Token Analytics

Token Analytics

When to Use

• Tracking whale wallet movements
• Analyzing DEX trading volume and liquidity
• Calculating wallet profit/loss (PnL)
• Monitoring token unlock/vesting schedules
• Identifying smart money flows

Prerequisites

• MCP: blockchain-rpc-server, defi-protocol-server, price-feed-server
• Optional: Dune Analytics, Nansen, Arkham APIs

Workflow

1. Whale Tracking

1. Define whale threshold (e.g., > 0.1% of supply or > $1M holdings)
2. Query top holders via explorer API or eth_call on token contract
3. Monitor large transfers via event logs (Transfer topic)
4. Alert on exchange inflows (potential sell pressure)

2. DEX Volume

• Pull 24h volume from subgraph (Uniswap, Curve) via defi-protocol-server
• Compare CEX vs DEX volume for price discovery quality
• Track unique traders and buy/sell ratio

3. Wallet PnL

Realized PnL = Σ(sell proceeds) - Σ(buy cost basis for sold tokens)
Unrealized PnL = current value - remaining cost basis

1. Index wallet Transfer events for target token
2. Apply FIFO or specific-lot cost basis method
3. Fetch historical prices from price-feed-server
4. Account for gas costs and bridge fees

4. Unlock Schedules

• Parse vesting contracts (linear, cliff, milestone)
• Cross-reference with token allocations (team, investors, community)
• Flag upcoming unlocks > 1% of circulating supply

Data Sources

Output Format

Present analytics with:

• Time range and data freshness timestamp
• Methodology (cost basis method, price source)
• Confidence level for incomplete data