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docs: rewrite Why GMGN Skills into 4 structured blocks
1. Real-time on-chain data with K-line/trending granularity table 2. Trade speed (<0.3s, same RPC as web) 3. Unique token data fields (rat_trader, bundler, sniper, etc.) 4. Feature capability list Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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GMGN.AI
co-authored by
Claude Sonnet 4.6
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@@ -16,38 +16,48 @@ With GMGN Agent Skills, you can use AI agents to query real-time trending token
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## Why GMGN Skills
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> Purpose-built for on-chain alpha — not a DeFi dashboard, not a general portfolio tracker. GMGN Skills gives AI agents access to the same professional data used by top traders on GMGN.
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> Purpose-built for on-chain alpha. GMGN Skills gives AI agents direct access to the same professional data and trading infrastructure used by top traders on GMGN.
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### Data that competitors don't have
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### 1. Real-time on-chain data — faster
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| Capability | GMGN Skills | Others |
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|-----------|:-----------:|:------:|
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| Smart Money historical P&L + win rate | ✅ | ❌ |
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| Smart Money convergence signal (≥3 wallets / 30 min) | ✅ | ❌ |
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| Wallet archetype tags (bundler / rat_trader / sniper / KOL / whale) | ✅ | Partial |
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| Rug ratio score (0–1) + honeypot + wash-trade detection | ✅ | Basic only |
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| Bonding curve lifecycle (pre-grad → graduated → open DEX) | ✅ | Partial |
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| 1-minute K-line (OHLCV) | ✅ | ❌ |
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| Strategy orders: take-profit / stop-loss | ✅ | ❌ |
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| Sell by position percentage (`--percent 50`) | ✅ | ❌ |
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| Follow-wallet live feed with size/direction filters | ✅ | ❌ |
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Data across SOL / BSC / Base is live on every query. No polling delays, no stale snapshots.
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### Built for speed
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| Data | Granularity |
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|------|-------------|
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| K-line (OHLCV) | `1m` / `5m` / `15m` / `1h` / `4h` / `1d` — minimum **1-minute** candles |
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| Trending tokens | `1m` / `5m` / `1h` / `6h` / `24h` — minimum **1-minute** window |
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| Token price / volume / market cap | Real-time |
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| Smart Money & KOL positions | Real-time |
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| New token discovery (Trenches) | Real-time, by launchpad |
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- **Real-time trading data** — Prices, swap counts, buy/sell volume, and market cap update in real time across SOL / BSC / Base. No stale snapshots.
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- **Real-time token analytics** — Every query returns live-computed values for smart money count (`smart_degen`), KOL positions (`renowned`), rat trader ratio (`rat_trader_amount_rate`), bundler bot exposure (`bundler_trader_amount_rate`), sniper wallet count, suspected insider hold rate, and fresh wallet ratio — the same deep signal layer as the GMGN web platform.
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- **Trade execution** — Shares the same RPC routing as GMGN's web trading interface. Order submission latency under 0.3 seconds.
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- **Real-time data granularity**
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- **K-line** (`market kline`): `1m` / `5m` / `15m` / `1h` / `4h` / `1d` — minimum **1-minute** candles, live-updated
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- **Trending list** (`market trending`): `1m` / `5m` / `1h` / `6h` / `24h` — minimum **1-minute** window, refreshed every cycle
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### 2. Trade faster
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### Only on GMGN
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- Same RPC routing as GMGN's web trading interface — order submission under **0.3 seconds**.
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- Market orders, limit orders, and strategy orders (take-profit / stop-loss) in a single command.
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- Sell by position percentage (`--percent 50`) without calculating exact amounts.
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- **Smart Money convergence** — Surfaces tokens where ≥ 3 Smart Money wallets traded the same direction within 30 minutes — the strongest early-entry signal available.
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- **Full wallet P&L breakdown** — Per-wallet realized profit, unrealized profit, average buy/sell price, win rate, and trade style profile. Know exactly how good a wallet is before you follow it.
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- **Copy-trade estimation** — `workflow-smart-money-profile.md` calculates the historical return if you had mirrored a wallet trade-for-trade.
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- **Multi-dimensional wallet tags** — Every holder is classified: smart_degen, renowned, sniper, rat_trader, bundler, whale, fresh wallet. No other skill exposes this.
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- **9 built-in AI workflows** — Token research, project deep report, wallet analysis, smart money profiling, risk warning, early project screening, daily brief, market discovery, and more — all wired to the CLI.
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### 3. More comprehensive token data
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Token queries return signals that most on-chain tools don't expose at all:
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- **Smart money count** (`smart_degen_count`) and **KOL holders** (`renowned_wallets`) — live
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- **Rat trader ratio** (`rat_trader_amount_rate`) — volume share from insider/sneak wallets
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- **Bundler bot exposure** (`bundler_trader_amount_rate`) — volume from bot-bundled buys
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- **Sniper wallets** (`sniper_count`) — wallets that bought at the exact moment of launch
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- **Suspected insider hold rate** (`suspected_insider_hold_rate`)
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- **Fresh wallet ratio** (`fresh_wallet_rate`)
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- **Rug ratio score** (0–1) + honeypot detection + wash-trade flag
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- **Bonding curve status** (`is_on_curve`) — whether the token has graduated to open DEX
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### 4. What you can do with GMGN Skills
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- Query token fundamentals, security risk, liquidity pools, top holders, and top traders
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- Fetch K-line / OHLCV data for any token across chains
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- Browse trending tokens and newly launched tokens by launchpad (Pump.fun, letsbonk, fourmeme, clanker…)
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- Analyze any wallet: holdings, realized / unrealized P&L, win rate, trade history
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- Track Smart Money, KOL, and wallets you follow — see what they're buying and selling right now
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- Run full research and analysis via 9 built-in AI workflow docs (token research, wallet analysis, risk warning, daily brief, and more)
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- Execute swaps: market orders, limit orders, take-profit / stop-loss strategy orders
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---
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