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Author SHA1 Message Date
dev d47404856d version to 1.1.8 2026-03-30 15:42:10 +08:00
dev b898d20c29 version to 1.1.7 2026-03-30 15:41:03 +08:00
gumponchain 1e3fbaf623 docs(zh): add new token tracking line to section 4
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 12:06:56 +08:00
gumponchain 8bcb68aa3c docs(en): fully align Why GMGN Skills with Chinese version
- Update intro: 500+ dimensions, AI agent real-time chain scanning
- Expand section 1 table to match ZH (8 rows with full detail)
- Section 2: add multi-region deployment + best-route lines
- Section 3: add no-scraping/no-Cloudflare intro sentence
- Section 4: restructure into 5 groups, add new token tracking line

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 12:06:56 +08:00
gumponchain b995e84d16 docs(zh): rewrite section 4 to match updated sections 1-3
Grouped by use case: 实时查链 / 代币数据分析 / 钱包与追踪 /
自动化交易 / AI工作流,aligned with new data table and trade speed content.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 12:06:56 +08:00
gumponchain e4e331223e docs: rewrite Why GMGN Skills intro tagline (EN + ZH)
Emphasizes multi-chain Meme trading, 100+ data dimensions,
and 24/7 automated trading agent use case.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 12:06:56 +08:00
gumponchain a48205ea3f 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>
2026-03-30 12:06:56 +08:00
gumponchain 6a1dc62b6e docs: add Why GMGN Skills section to README (EN + ZH)
- Added competitive positioning section with data comparison table,
  speed advantages, and unique features
- Table trimmed to GMGN vs Others (2 columns) for clarity
- Speed section rewritten around real-time data, token analytics keywords,
  trade latency (<0.3s), and explicit K-line/trending granularity

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-30 12:06:56 +08:00
4 changed files with 140 additions and 3 deletions
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@@ -14,6 +14,73 @@ With GMGN Agent Skills, you can use AI agents to query real-time trending token
---
## Why GMGN Skills
> Built for AI agents to query and trade multi-chain Meme tokens at high speed in real time. gmgn-skills gives AI agents direct access to GMGN's trending tokens, Trenches new token listings, and professional on-chain data — including Smart Money, KOL, rat trader, and bundler analytics.
>
> With 500+ professional data dimensions, you can turn your AI agent into a 24/7 real-time chain-scanning trading tool — monitoring multi-chain token momentum, placing orders instantly, and managing exits with take-profit / stop-loss, all on autopilot.
### 1. Real-time on-chain data — faster
Data across SOL / BSC / Base is live on every query. Supports multi-parameter customization, no snapshot cache — built for AI agent real-time decision-making (including but not limited to):
| Data | Granularity |
|------|-------------|
| New token discovery (Trenches) | Real-time, filtered by launchpad, dev holdings, KOL entry, rat trader ratio |
| Trending tokens | Real-time, `1m` / `5m` / `1h` / `6h` / `24h` — minimum **1-minute** window |
| Token info | Real-time — trade activity / price / volume / market cap |
| Token security | Real-time — open source, renounced, honeypot detection, etc. |
| Token analytics | Real-time — Dev / KOL / Smart Money / rat trader / bundler wallet holdings |
| Monitoring & tracking | Real-time — KOL / Smart Money / followed wallet trade activity |
| K-line (OHLCV) | Real-time, `1m` / `5m` / `15m` / `1h` / `4h` / `1d` — minimum **1-minute** candles |
| Wallet holdings | Real-time — holdings / P&L / trade activity |
### 2. Trade faster
- Same RPC routing as GMGN's web trading interface, multi-region deployment, millisecond response — order submission under **0.3 seconds** end-to-end.
- Automatic best-route selection, the same routing engine as GMGN web.
- Market orders, limit orders, and strategy orders (take-profit / stop-loss) in a single command.
- Sell by position percentage (`--percent 50`) without calculating exact amounts.
### 3. More comprehensive token data
No more scraping web pages or getting blocked by Cloudflare. Query all the professional analytics needed for high-frequency Meme token trading, with high concurrency in real time (including but not limited to):
- **Smart money count** (`smart_degen_count`) and **KOL holders** (`renowned_wallets`) — live
- **Rat trader ratio** (`rat_trader_amount_rate`) — volume share from insider/sneak wallets
- **Bundler bot exposure** (`bundler_trader_amount_rate`) — volume from bot-bundled buys
- **Sniper wallets** (`sniper_count`) — wallets that bought at the exact moment of launch
- **Suspected insider hold rate** (`suspected_insider_hold_rate`)
- **Fresh wallet ratio** (`fresh_wallet_rate`)
- **Rug ratio score** (01) + honeypot detection + wash-trade flag
- **Bonding curve status** (`is_on_curve`) — whether the token has graduated to open DEX
### 4. What you can do with GMGN Skills
**Real-time chain scanning**
- Scan Trenches for new tokens, filtered by launchpad (Pump.fun, letsbonk, fourmeme, clanker…), dev holdings, KOL entry, and rat trader ratio in real time
- Browse multi-chain trending token rankings (minimum 1-minute granularity), sorted by volume, smart money count, market cap, and more
- Track new tokens in real time — see which tokens KOLs, Smart Money, and wallets you follow are buying, and auto-analyze the latest hot tokens
- Fetch real-time K-line / OHLCV data for any token (1m / 5m / 15m / 1h / 4h / 1d)
**Token analytics**
- Query token fundamentals, social links, Bonding Curve status, and liquidity pool details
- Security check: open source, renounced, honeypot, wash trading, Rug ratio score (01)
- Deep holder analysis: Smart Money / KOL / rat trader / bundler / sniper / whale / fresh wallet — holdings breakdown and rankings
**Wallet & tracking**
- Analyze any wallet: real-time holdings, realized / unrealized P&L, win rate, trade style, full history
- Track the latest buys and sells from Smart Money, KOL, and wallets you follow in real time
**Automated trading**
- Market orders, limit orders, take-profit / stop-loss strategy orders — end-to-end latency under 0.3 seconds
- One-command sell by position percentage (`--percent 50`), no manual calculation needed
**AI workflows**
- 9 built-in workflow docs: token research, project deep report, wallet analysis, Smart Money profiling, risk warning, early project screening, daily brief, market discovery, and more — ready to use out of the box
---
## Skills
| Skill | Description | Reference |
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@@ -14,6 +14,76 @@
---
## 为什么选择 GMGN Skills
> 专为 AI Agent 高速实时查询、交易多链 Meme 代币而生。GMGN Skills 让 AI Agent 可以实时批量查询 GMGN 网站展示的热门代币、Trenches新创建代币,以及聪明钱、KOL、老鼠仓等专业顶级交易数据。
>
> 凭借 500+ 专业数据分析维度,你可以将自己的 AI Agent 打造成 7×24 小时全天候托管的实时扫链交易工具——实时监控多链代币热点、实时下单、实时止盈止损,实现全自动化交易。
### 1. 链上实时数据查询快
SOL / BSC / Base 多链数据每次查询均为实时,支持多参数个性化调用,无快照缓存,方便AI Agent实时决策(包括不限于下表)。
| 数据类型 | 粒度 |
|---------|------|
| 新币发现(战壕) | 实时,按 Launchpad 平台,dev持仓,KOL持仓,老鼠仓持仓分类 |
| 热门代币榜单 | 实时,`1m` / `5m` / `1h` / `6h` / `24h`,最低支持 **1 分钟**窗口 |
| 代币信息 |实时,交易动态 / 代币价格 / 交易量 / 市值 等|
|代币安全 |实时,是否开源,弃权,貔貅检测等 |
|代币数据分析|实时,Dev / KOL / 聪明钱 / 老鼠仓 / 捆绑钱包等持仓占比 等|
|监控追踪|实时,KOL / 聪明钱 / 关注的钱包交易动态 / 天眼信号(开发中) 等|
| K 线(OHLCV | 实时,`1m` / `5m` / `15m` / `1h` / `4h` / `1d`,最低支持 **1 分钟** |
|资产持仓|实时,持仓/盈亏/交易动态 等|
### 2. 交易更快
- 与 GMGN 网页端共享同一套 RPC 路由,多区域部署,毫秒级响应,从下单到上链延时小于 **0.3 秒**
- 交易自动找最佳路由,与 GMGN 网页端同一套
- 单条命令支持市价单、限价单、策略单(止盈 / 止损)。
- 支持按仓位比例卖出(`--percent 50`),无需手动计算数量。
### 3. 特色数据更全
不用再爬网页,不会被Claudeflare拦截,现在就可以快速/多并发实时查询多链的 Meme 代币高频交易所需的所有专业分析指标数据 (包括不限于):
- **聪明钱数量**`smart_degen_count`)和 **KOL 持仓**`renowned_wallets`)— 实时
- **老鼠仓占比**`rat_trader_amount_rate`)— 内幕 / 偷跑钱包的交易量份额
- **捆绑钱包暴露度**`bundler_trader_amount_rate`)— 机器人捆绑买入的交易量占比
- **狙击钱包数**`sniper_count`)— 在代币刚开盘瞬间买入的钱包数量
- **疑似内幕持仓比**`suspected_insider_hold_rate`
- **新钱包占比**`fresh_wallet_rate`
- **Rug 风险评分**(0–1)+ 貔貅检测 + 对倒洗盘识别
- **Bonding Curve 状态**`is_on_curve`)— 代币是否已毕业到开放 DEX
### 4. 可以用 GMGN Skills 做什么
**实时查链**
- 扫描战壕新币,按 LaunchpadPump.fun、letsbonk、fourmeme、clanker……)、dev 持仓、KOL 进场、老鼠仓占比实时过滤
- 浏览多链热门代币榜单(最低 1 分钟粒度),按交易量、聪明钱数量、市值等多维排序
- 实时追踪新币,追踪KOL/聪明/已关注的钱包最近在买哪些新币,自动分析最新热门代币
- 获取任意代币的实时 K 线 / OHLCV 数据(1m / 5m / 15m / 1h / 4h / 1d
**代币数据分析**
- 查询代币基础信息、社交链接、Bonding Curve 状态、流动性池详情
- 安全核查:是否开源、弃权、貔貅、对倒洗盘、Rug 风险评分(0–1)
- 深度持仓分析:聪明钱 / KOL / 老鼠仓 / 捆绑钱包 / 狙击手 / 巨鲸 / 新钱包 各类持仓占比及排名
**钱包与追踪**
- 分析任意钱包:实时持仓、已实现 / 未实现盈亏、胜率、交易风格、历史流水
- 实时追踪聪明钱、KOL 和关注钱包的最新买卖动态
**自动化交易**
- 市价单、限价单、止盈止损策略单,从下单到上链延时 < 0.3 秒
- 按仓位比例一键卖出(`--percent 50`),无需手动计算数量
**AI 工作流**
- 9 个内置工作流文档: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,开箱即用
---
## 技能
| 技能 | 说明 | 参考 |
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@@ -1,12 +1,12 @@
{
"name": "gmgn-cli",
"version": "1.1.6",
"version": "1.1.8",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "gmgn-cli",
"version": "1.1.6",
"version": "1.1.8",
"license": "MIT",
"dependencies": {
"commander": "^12.1.0",
+1 -1
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@@ -1,6 +1,6 @@
{
"name": "gmgn-cli",
"version": "1.1.6",
"version": "1.1.8",
"description": "GMGN OpenAPI CLI — call GMGN market, token, portfolio and swap APIs from the command line",
"type": "module",
"bin": {