Whale Wallet Tracking

When to use this skill

Use when the user asks about:

• Tracking large wallet movements for a specific token
• Identifying whale accumulation or distribution
• Understanding smart money positioning
• Detecting large exchange inflows/outflows
• Monitoring known entity wallets (funds, foundations, early investors)

Tracking Framework

1. Define Whale Thresholds

Set appropriate thresholds for the specific token:

• Large-cap tokens (BTC, ETH): Whale = top 100 non-exchange wallets or >$10M holdings
• Mid-cap tokens: Whale = top 50 holders or >$1M holdings
• Small-cap tokens: Whale = top 20 holders or >$100K holdings
• Always exclude known exchange wallets, contract addresses, and bridge wallets from analysis
• Identify labeled wallets: exchanges, foundations, team wallets, known funds

2. Movement Classification

Categorize whale transactions:

Movement Type	Direction	Interpretation
Exchange deposit	Wallet to Exchange	Potential sell intent — bearish signal
Exchange withdrawal	Exchange to Wallet	Accumulation — bullish signal
Wallet to wallet	Non-exchange transfer	OTC deal, rebalancing, or cold storage rotation
Contract interaction	Wallet to contract	DeFi activity — staking, LP, lending
New wallet accumulation	Multiple sources to new wallet	New whale appearing — could be fund/institution

3. Pattern Detection

Look for these significant patterns:

• Steady accumulation: Consistent withdrawals from exchanges over days/weeks — strong bullish signal
• Sudden large deposits: Multiple whales depositing to exchanges simultaneously — coordinated selling risk
• Dormant wallet activation: Wallets inactive for 6+ months suddenly moving — check if it's a known entity
• Concentration increase: Top 10 wallets growing their share — could indicate manipulation risk
• Smart money entry: Wallets with historical early-entry track records adding a new position

4. Exchange Flow Analysis

Monitor aggregate exchange movements:

• Net exchange flow: Total inflows minus outflows over 24h, 7d
• Exchange reserve trend: Is total exchange balance increasing or decreasing?
• Exchange-specific flows: Are flows concentrated on one exchange? (potential listing/delisting activity)
• Stablecoin exchange flows: Large stablecoin inflows to exchanges = dry powder for buying

5. Entity Attribution

When possible, link wallets to known entities:

• VC funds: Identify unlock schedules and typical selling patterns
• Project treasury: Monitor for unexpected outflows
• Market makers: Distinguish legitimate market making from directional bets
• MEV bots: Filter out MEV activity to focus on genuine whale positioning
• Bridge wallets: Track cross-chain flows to identify which chains are receiving capital

6. Alert-Worthy Events

Flag these as high-priority signals:

• Any single transfer > 1% of circulating supply
• Exchange deposit of > 0.5% of daily volume
• Team/foundation wallet moving tokens for the first time
• Multiple whales (3+) making the same directional move within 24h
• Dormant whale (1+ year inactive) activating

7. Output Format

• Token: Name and chain
• Timeframe: Analysis period (24h, 7d, 30d)
• Net whale flow: Accumulation / Neutral / Distribution
• Largest movements: Top 3-5 transactions with from/to labels and amounts
• Exchange flow: Net inflow/outflow and trend
• Smart money signal: What are known profitable wallets doing?
• Notable entity activity: Any labeled wallets with significant moves
• Risk assessment: Is whale activity suggesting potential volatility?
• Interpretation: Plain-language summary of what the whale data suggests