smart-money-hunter

name	smart-money-hunter
description	Track smart money and KOL trades to find tokens with institutional/profitable wallet inflow. Triggers when user asks about smart money, what profitable wallets are buying, KOL trades, whale tracking, or wants tokens with smart money conviction.

Smart Money Hunter Skill

Workflow Checklist

Smart Money Hunt Progress:
- [ ] Step 1: Fetch smart money buys (get_smart_money)
- [ ] Step 2: Fetch KOL buys (get_kol_trades)
- [ ] Step 3: Identify overlapping tokens
- [ ] Step 4: Research top conviction tokens
- [ ] Step 5: Present ranked results

Step 1: Smart Money Buys

Call get_smart_money with side: "buy", limit: 20.

Extract: token_mint, token_symbol, wallet, amount_usd, timestamp for each trade.

Aggregate: Group by token. Count unique wallets per token. Sum USD amounts. This gives a "conviction score" — more unique smart wallets buying the same token = stronger signal.

Step 2: KOL Buys

Call get_kol_trades with side: "buy", limit: 20.

Same aggregation: Group by token, count unique KOLs, sum amounts.

Step 3: Find Overlap

Cross-reference smart money tokens with KOL tokens.

Priority tiers:

1. Tokens appearing in BOTH smart money and KOL lists — highest conviction
2. Tokens with 3+ unique smart money wallets — strong institutional signal
3. Tokens with large individual buys (>$10k) — whale conviction
4. Remaining KOL-only tokens — narrative play

Step 4: Research Top Tokens

For the top 3-5 tokens from Step 3, run parallel research:

• get_token_security — risk check (honeypot, rug ratio, sniper count)
• get_dex_data — price, volume, liquidity
• get_gmgn_trending — confirm token is trending by smartmoney metric

Skip any token that: is honeypot, has sell tax > 5%, rug ratio > 30%, or liquidity < $20k.

Step 5: Present Results

## Smart Money Hunter — [timestamp]

### Tier 1: Smart Money + KOL Overlap
1. **[SYMBOL]** — X smart wallets, Y KOLs | $Z total buys
   - Security: [pass/warn] | Liq: $X | MCap: $Y
   - Risk flags: [none / list]

### Tier 2: Strong Smart Money Conviction
2. **[SYMBOL]** — X unique smart wallets buying
   - [same details]

### Tier 3: Whale Conviction
3. **[SYMBOL]** — $X single buy by [wallet_label]
   - [same details]

### Smart Money Sells (tokens being exited)
- [SYMBOL] — X smart wallets selling, $Z total

### Watch List
Tokens to monitor that passed security but need more data:
- [list with brief notes]

Tips

• Time-awareness: Smart money trades older than 6h may already be priced in. Note timestamps.
• Sell tracking: Also check get_smart_money with side: "sell" to find tokens smart money is exiting.
• Cross-wallet: If same wallet appears in both buy and sell lists for different tokens, note it as an active trader.