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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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6a1dc62b6e
commit
a48205ea3f
@@ -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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+36
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@@ -16,38 +16,48 @@
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## 为什么选择 GMGN Skills
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> 专为链上 Alpha 而生——不是 DeFi 数据大盘,不是通用钱包追踪器。GMGN Skills 让 AI Agent 直接调用顶级交易者在 GMGN 上使用的同一套专业数据。
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> 专为链上 Alpha 而生。GMGN Skills 让 AI Agent 直接调用 GMGN 顶级交易者使用的同一套专业数据与交易基础设施。
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### 竞品没有的数据
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### 1. 链上实时数据,更快
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| 能力 | GMGN Skills | 其他 |
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|-----|:-----------:|:----:|
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| 聪明钱历史盈亏 + 胜率 | ✅ | ❌ |
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| 聪明钱聚集信号(≥3 个钱包 / 30 分钟内同向买入) | ✅ | ❌ |
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| 钱包类型标签(bundler / 老鼠仓 / 狙击 / KOL / 巨鲸) | ✅ | 部分 |
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| Rug 风险评分(0–1)+ 貔貅检测 + 对倒洗盘识别 | ✅ | 仅基础 |
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| 代币生命周期追踪(Bonding Curve → 毕业 → 开放 DEX) | ✅ | 部分 |
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| 1 分钟 K 线(OHLCV) | ✅ | ❌ |
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| 策略单:止盈 / 止损 | ✅ | ❌ |
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| 按仓位比例卖出(`--percent 50`) | ✅ | ❌ |
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| 追踪关注钱包实时动态(支持金额/方向过滤) | ✅ | ❌ |
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SOL / BSC / Base 多链数据每次查询均为实时,无轮询延迟,无缓存快照。
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### 为速度而生
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| 数据类型 | 粒度 |
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|---------|------|
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| K 线(OHLCV) | `1m` / `5m` / `15m` / `1h` / `4h` / `1d`,最低支持 **1 分钟** |
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| 热门代币榜单 | `1m` / `5m` / `1h` / `6h` / `24h`,最低支持 **1 分钟**窗口 |
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| 代币价格 / 交易量 / 市值 | 实时 |
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| 聪明钱 & KOL 持仓 | 实时 |
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| 新币发现(战壕) | 实时,按 Launchpad 平台分类 |
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- **交易数据实时查** — SOL / BSC / Base 多链代币价格、交易量、买卖笔数、市值均实时更新,无缓存快照。
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- **代币特色数据实时分析** — 每次查询均实时计算:聪明钱数量(`smart_degen`)、KOL 持仓(`renowned`)、老鼠仓占比(`rat_trader_amount_rate`)、捆绑钱包暴露度(`bundler_trader_amount_rate`)、狙击钱包数(`sniper_count`)、疑似内幕持仓比(`suspected_insider_hold_rate`)、新钱包占比(`fresh_wallet_rate`)——与 GMGN 网页端相同的专业信号层。
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- **交易速度** — 与 GMGN 网页端共享同一套 RPC 路由,瞬间下单,提交延迟小于 0.3 秒。
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- **实时数据粒度**
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- **K 线**(`market kline`):`1m` / `5m` / `15m` / `1h` / `4h` / `1d`,最低支持 **1 分钟**粒度,实时更新
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- **热门榜单**(`market trending`):`1m` / `5m` / `1h` / `6h` / `24h`,最低支持 **1 分钟**窗口,实时刷新
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### 2. 交易更快
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### 只有 GMGN 有的
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- 与 GMGN 网页端共享同一套 RPC 路由,下单延迟小于 **0.3 秒**。
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- 单条命令支持市价单、限价单、策略单(止盈 / 止损)。
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- 支持按仓位比例卖出(`--percent 50`),无需手动计算数量。
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- **聪明钱聚集信号** — 自动识别 30 分钟内 ≥ 3 个聪明钱同向交易的代币,最强的早期入场信号。
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- **钱包完整盈亏拆解** — 每个钱包的已实现盈利、未实现盈利、平均买入/卖出价格、胜率、交易风格画像。跟单前先看清楚这个钱包究竟有多强。
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- **跟单回测估算** — `workflow-smart-money-profile.md` 可计算如果完全镜像某个钱包的历史操作,你的历史收益率是多少。
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- **多维钱包标签体系** — 每个持币地址都有分类标签:聪明钱 / 知名 / 狙击手 / 老鼠仓 / Bundler / 巨鲸 / 新钱包。没有其他 Skill 暴露这层数据。
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- **9 个内置 AI 工作流** — 代币研究、项目深度报告、钱包分析、聪明钱画像、风险预警、早期项目筛选、每日简报、市场发现等,全部与 CLI 直连。
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### 3. 特色数据更全
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代币查询返回多数链上工具从未暴露的专业信号:
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- **聪明钱数量**(`smart_degen_count`)和 **KOL 持仓**(`renowned_wallets`)— 实时
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- **老鼠仓占比**(`rat_trader_amount_rate`)— 内幕 / 偷跑钱包的交易量份额
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- **捆绑钱包暴露度**(`bundler_trader_amount_rate`)— 机器人捆绑买入的交易量占比
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- **狙击钱包数**(`sniper_count`)— 在代币刚开盘瞬间买入的钱包数量
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- **疑似内幕持仓比**(`suspected_insider_hold_rate`)
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- **新钱包占比**(`fresh_wallet_rate`)
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- **Rug 风险评分**(0–1)+ 貔貅检测 + 对倒洗盘识别
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- **Bonding Curve 状态**(`is_on_curve`)— 代币是否已毕业到开放 DEX
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### 4. 可以用 GMGN Skills 做什么
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- 查询代币基础信息、安全风险、流动性池、Top 持仓、Top 交易者
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- 获取任意链上代币的 K 线 / OHLCV 数据
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- 浏览热门代币榜单,以及按 Launchpad 分类的新币(Pump.fun、letsbonk、fourmeme、clanker……)
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- 分析任意钱包:持仓、已实现 / 未实现盈亏、胜率、交易历史
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- 追踪聪明钱、KOL 和关注钱包的实时动态,查看他们正在买卖什么
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- 通过 9 个内置 AI 工作流文档完成代币研究、钱包分析、风险预警、每日简报等完整流程
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- 执行交易:市价单、限价单、止盈止损策略单
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---
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