From 8bcb68aa3c68e34f7cf50b04874ad478431a31ce Mon Sep 17 00:00:00 2001 From: gumponchain Date: Mon, 30 Mar 2026 11:49:54 +0800 Subject: [PATCH] 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 --- Readme.md | 52 +++++++++++++++++++++++++++++++++++----------------- 1 file changed, 35 insertions(+), 17 deletions(-) diff --git a/Readme.md b/Readme.md index 40f1934..084c0a4 100644 --- a/Readme.md +++ b/Readme.md @@ -16,31 +16,35 @@ With GMGN Agent Skills, you can use AI agents to query real-time trending token ## Why GMGN Skills -> Built for high-speed multi-chain Meme token trading. gmgn-skills gives AI agents direct access to GMGN's real-time trending tokens, newly created tokens, and professional on-chain data — including Smart Money, KOL, rat trader, and bundler analytics. +> 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 100+ professional data dimensions, you can turn your AI agent into a 24/7 automated trading tool — monitoring multi-chain token momentum in real time, placing orders instantly, and managing exits with take-profit / stop-loss, all on autopilot. +> 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. No polling delays, no stale snapshots. +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 | |------|-------------| -| K-line (OHLCV) | `1m` / `5m` / `15m` / `1h` / `4h` / `1d` — minimum **1-minute** candles | -| Trending tokens | `1m` / `5m` / `1h` / `6h` / `24h` — minimum **1-minute** window | -| Token price / volume / market cap | Real-time | -| Smart Money & KOL positions | Real-time | -| New token discovery (Trenches) | Real-time, by launchpad | +| 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 — order submission under **0.3 seconds**. +- 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 -Token queries return signals that most on-chain tools don't expose at all: +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 @@ -53,13 +57,27 @@ Token queries return signals that most on-chain tools don't expose at all: ### 4. What you can do with GMGN Skills -- Query token fundamentals, security risk, liquidity pools, top holders, and top traders -- Fetch K-line / OHLCV data for any token across chains -- Browse trending tokens and newly launched tokens by launchpad (Pump.fun, letsbonk, fourmeme, clanker…) -- Analyze any wallet: holdings, realized / unrealized P&L, win rate, trade history -- Track Smart Money, KOL, and wallets you follow — see what they're buying and selling right now -- Run full research and analysis via 9 built-in AI workflow docs (token research, wallet analysis, risk warning, daily brief, and more) -- Execute swaps: market orders, limit orders, take-profit / stop-loss strategy orders +**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 (0–1) +- 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 ---