gmgnai

Get crypto and meme token price charts (K-line, candlestick, OHLCV), trending meme coin rankings by volume, newly launched tokens on launchpads (pump.fun, fourmeme, letsbonk, Raydium, etc.), the hot-search ranking (most-searched tokens), and search for a specific token or wallet by name, symbol, contract address, wallet address, or ENS via GMGN API on Solana, BSC, Base, or Ethereum. Use when user asks for price chart, trending tokens, what's pumping, hot coins, most searched tokens, new launches, token signals, wants to look up / find / search a specific token or wallet by name or address, or wants to discover early-stage opportunities.

Research any crypto or meme token by address — real-time price, market cap, liquidity, holder list, trader list, top Smart Money and KOL positions, security audit (honeypot, rug pull risk, dev wallet, renounced status), social links (Twitter/X, website) via GMGN API on Solana, BSC, Base, or Ethereum. Use when user asks about a token's price, safety, holders, traders, smart money exposure, or wants due diligence before buying.

Analyze one or many crypto wallets by address — holdings, batch realized/unrealized P&L, win rate, trading history, performance stats, specific token balance, and tokens created by a developer wallet (with ATH market cap and DEX graduation status) via GMGN API on Solana, BSC, Base, or Ethereum. Use when user asks about wallet holdings, P&L (including comparing up to 100 wallets), win rate, what tokens a dev has launched, the highest ATH token a dev ever created, or wants a wallet report to decide whether to copy-trade or follow.

Get real-time crypto buy/sell activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API — alpha signals, whale tracking, meme token copy-trading ideas on Solana, BSC, Base, or Ethereum. Also query which tokens a wallet has followed (bookmarked) on GMGN. Use when user asks what smart money or KOLs are buying, wants whale alerts, on-chain alpha, copy-trade signals, or wants to check a wallet's followed tokens. (For a specific wallet address's portfolio, use gmgn-portfolio.)

[FINANCIAL EXECUTION] Buy and sell meme coins and crypto tokens on Solana, BSC, Base, or Ethereum — single swap, multi-wallet batch trading, limit orders, stop loss, take profit, trailing stop loss, trailing take profit via GMGN API. Use when user asks to buy, sell, or swap a token, trade from multiple wallets, set a limit order, stop loss, take profit, or check order status. This skill SUBMITS the trade — it is the only skill holding a private key, and every buy still ends here. It is not the entry point for a buy that has not been vetted yet: 「帮我买 200u 的 PENGU」, "buy me $500 of BONK", 「帮我买点 dogwifhat」, 「XX 能不能买」 start at gmgn-token-buy, which resolves the name to the one right contract among its copycats, gates volume / depth / security, sizes slippage and gas, then hands the confirmed parameters back here to execute. Come straight here for a buy only once the contract is settled AND the user says they do not want a pre-buy check ("skip the security check", "I already checked", 「直接买」

[FINANCIAL EXECUTION] Create and launch meme coins and crypto tokens on launchpads (Pump.fun, FourMeme, Bonk, BAGS, Flap, Klik, Clanker, etc.) via bonding curve fair launch, or query token creation stats by launchpad via GMGN API. Use when user asks to create a token, launch a meme coin, cook a coin, deploy on a launchpad, or check launchpad creation stats on Solana, BSC, or Base.

Token holder chip analysis — deep analysis of holder structure including chip distribution, entry cost, whale/dev/KOL behavior, risk wallets (rat traders, bundlers, snipers), related wallets, smart money signals, and an AI rating based purely on token structure. Use when user asks about holder analysis, 筹码分析, 持仓分析, chip structure, who is holding, or whether a token is safe to buy based on its holder composition.

Price-action pattern reading — classifies a token's candles into a named pattern (uptrend channel, breakdown, bounce off the lows, distribution at highs, basing, wide chop, consolidation) and scores it 0-100 from six measurements you compute directly from the kline response. Every point added or deducted states its reason. Use when the user asks about K 线, K线形态, 走势, 趋势, 形态, price action, chart pattern, whether a chart looks strong or weak, is it breaking down, is it consolidating, or wants a technical read of a token's chart rather than the raw numbers.

Contract due-diligence score for one token address — contract safety, holder structure and price action combined into a single 0-100 composite, capped by GMGN's own rug label, where every deduction names the field it read and an absent field is never a passing check. Use when the user wants one verdict number rather than fields: 尽调, CA 尽调, 给这个币打个分, 这个币安全吗, 能不能买, 有没有貔貅, is this token safe, rug check, honeypot check, due-diligence score, score this contract, or pastes a bare token contract address. A bare address may equally be a wallet — Step 0 resolves which and hands wallets to gmgn-wallet-analysis. Prefer this over gmgn-token whenever the ask is a verdict rather than a field dump; the raw fields themselves — price, market cap, liquidity, holder and trader lists, the unscored security fields — are gmgn-token, chip structure is gmgn-holder-analysis, chart-pattern naming is gmgn-kline-pattern. Buy intent narrows to this skill only when the ask is a bare address: the input is --address,

The trader's decision dossier on a wallet — four pass/fail gates (is the record real, is the edge still working THIS week, can you actually get filled, does it cut losses) plus what the wallet is holding and buying right now, its entry market-cap band, its copy window in seconds, and a concrete size cap. Answers the question a memecoin trader actually has: "the numbers look good, but if I copy this wallet what happens to me?" Use when the user asks 「这个钱包能跟吗」, 「帮我分析一下这个钱包」, 「它现在在买什么」, 「这个钱包最近还行吗」, 「跟着他买我能吃到吗」, 「他是不是已经不行了」, 「它是什么类型的」, "can I copy this wallet", "analyze this wallet", "what is this wallet buying now", "is this wallet still hot", "would I actually get filled following this", or pastes a bare wallet address. This is the default for a bare wallet address, answering "what kind of trader is this" and "should I act on it" in one pass. A one-line recap or 打法 advice (复盘, 一句话总结, 下一步怎么打) goes to gmgn-wallet-review; style-only asks (这个钱包什么风格, 打法) to gmgn-wallet-style.

Decide whether a token creator's NEXT launch is safe to buy. Scores a dev address 0-100 on two separate axes — CONDUCT (will he dump on you at open) and POWER (has he ever actually built anything big) — from his full launch history and every trade he made in his own coins, then returns a buy / don't-buy call with a timing window. USE THIS SKILL WHEN the user asks a buy-decision question about a launcher: "can I buy this dev's new launch", "should I buy his next launch", "will this dev rug", "will he dump at open", "is his launch safe to snipe", "is it safe to buy at his open", "dev score", "creator score", "launch score", "is this launcher trustworthy enough to buy"; OR when the user gives a TOKEN address plus a team-trust question ("is this token's team trustworthy", "does this project's dev have a record", "has this creator rugged before") — resolve the creator with gmgn-cli token info - dev.creatoraddress first, then score that address; OR when the user gives a WALLET address

Turn a token name into a vetted, sized buy order. Two things here are exclusive to this skill: resolving a NAME or symbol to the one right contract among its copycats, and sizing an order — amount, slippage, gas, position. No sibling does either. USE THIS SKILL WHEN a buy is being prepared, which shows up as a NAME or symbol, or an AMOUNT, or both — including the plainest possible ask with no mention of checking: 我想买 200u 的 PENGU, 帮我买 500 刀的 BONK, 买 1 个 SOL 的 WIF, 帮我买点 dogwifhat, 想梭 100u 的 XX, PENGU 现在能买吗, PENGU 能不能买, 能不能冲, 值不值得进, 确认是正主不是仿盘再买, buy me $500 of PENGU — and including a bare contract address once an amount arrives with it. DO NOT USE THIS SKILL for a bare contract address with no name to resolve and no amount to size (「这个地址能不能买」, 打个分, 尽调, 有没有貔貅, rug check, is this token safe): that one belongs to gmgn-contract-dd, which is the skill that returns the 0-100 safety verdict. This skill never computes a second verdict of its own — it CALLS gmgn-contract-dd and defers to it — so

Produce THE list of tokens that are hot RIGHT NOW and safe enough to look at, across every chain GMGN supports, scored 0-100 and capped at ten names. This is a screening skill: it starts from no address, sweeps all seven chains, gates every candidate on liquidity / real volume / concentration / rug-and-dev risk, scores the survivors on one cross-chain scale, and returns however many clear the score floor — fewer than ten in a weak market, never padded to fill the quota. USE THIS SKILL WHEN the user wants a curated hot list rather than raw rankings: "热榜", "热门代币", "近期热门", "帮我抓一轮热榜", "现在有什么值得关注的热币", "全链热门币", "生成热榜", "有没有新的热门盘", "what is hot right now", "give me the hot list", "which trending tokens are actually worth looking at", "screen the trending list for me". The same questions in any other language route here too - match on meaning, not wording. DO NOT USE THIS SKILL for a raw ranking dump ("show me the top 20 by volume on sol", "1h trending", "hot search list") - that is gmgn-mark

Independently research and write an AI-narrative / due-diligence card for a crypto token — the kind of "叙事分析" card that covers what story a token is telling and what's independently verifiable about its social spread. Use whenever the user asks for a token's "叙事"、"舆情"、"传播情况"、"社媒热度", wants to know "这个币在讲什么故事"/"这个币是不是在蹭热点", asks to analyze or fact-check a token's X/Twitter narrative, or gives a bare contract address together with a request to understand its story rather than just its price/security numbers. This is not a raw safety score (gmgn-contract-dd owns that), not a screened hot list (gmgn-heat-rank owns that), and not a buy decision (gmgn-token-buy / gmgn-swap own that) — route here only when the ask is specifically about story and spread.

Score any wallet address across three angles — profitability (a real track-record score: is this trader actually good?), copy-tradeability (can YOU actually capture what it makes, plus a latency/slippage/gas backtest), and Dev reputation (if it's mostly a token launcher, how trustworthy are its launches) — plus trading-style tags, all computed deterministically from GMGN portfolio data. Use when the user asks about a wallet's profitability ("这个钱包盈利能力怎么样", "钱包战绩怎么样", "is this wallet profitable"), copy-trade worthiness ("is this wallet worth following", "跟单评分", "钱包评分", "值不值得跟单", "if I copy this wallet what's my real return"), or token-launch/Dev reputation ("这个钱包发盘情况怎么样", "是不是发币方钱包", "dev 信誉怎么样", "is this a token-creator wallet"), or gives a wallet address and wants any of these judgments. A one-line recap of the record or next-step advice (复盘, 一句话总结战绩, 下一步怎么打) goes to gmgn-wallet-review.

A short trading portrait of ONE wallet address — a single style tag (磨损户 / P小将 / 印钞机 … plus a speed subtitle), one sentence recapping its record and one sentence of next-step advice, for 1D / 7D / 30D / 全部, voiced 你 for the user's own wallet and 他 for anyone else's; SOL and all 8 EVM chains, chain auto-detected for a 0x address; can render it as a page. USE WHEN a wallet address comes with a request for a brief recap or for what to change — 「帮我复盘一下这个钱包」, 「一句话总结他的战绩」, 「我的打法有什么问题」, 「我钱包下一步该怎么打」, 「交易画像」, 「钱包风格加建议，简短点」, "sum up this wallet in one line". NOT FOR — a bare address, 「能不能跟」 or 「跟着他买我能吃到吗」 (gmgn-wallet-analysis); the full tag-and-badge breakdown or 「是不是机器人」 (gmgn-wallet-style); scores or copy-trade backtests (gmgn-wallet-score); a creator's launches (gmgn-dev-score); current holdings (gmgn-portfolio); a token address or a buy (gmgn-contract-dd, gmgn-token-buy). TIE-BREAK — 打法 / 风格 / 战绩 paired with 问题, 建议, 复盘 or 一句话 routes here; asked alone, they go to the skills above.

Tag any wallet's trading style — one main title from a 20-cell frequency×P&L grid (印钞机, 磨损户, P小将, 一击必杀, and 16 others), one holding-speed subtitle (秒杀流/日内流/波段流/长持流), and any of 14 orthogonal badges plus a wash-trader flag. Every tag states the number that triggered it. Use when the user asks what kind of trader a wallet is — 「这个钱包什么风格」, 「交易风格」, 「打法」, 「是不是机器人」, 「是不是狙击盘的」, 「帮我给这个钱包打标签」, "what's this wallet's trading style", "tag this wallet". A bare wallet address with no question goes to gmgn-wallet-analysis. If the user also wants the tag shown on a real GMGN screenshot or as a clickable interactive page ("生成标签预览", "把标签叠加到这张截图上", "1:1还原钱包页并加标签", "可交互交易风格标签"), answer with Part A below and then also do Part B — the same algorithm, rendered. When 打法 / 风格 comes with 问题, 建议, 复盘 or 一句话总结, hand off to gmgn-wallet-review, which returns one tag plus a one-line recap and next step.

Read GMGN call-outs (喊单) — public token calls that wallets publish on GMGN, with call price, call market cap, multiplier since the call, thesis text and the caller's current holding. Use when user asks who is calling a token, what a wallet has called, a wallet's call-out track record (hit rate, best multiplier), or wants the latest call-out feed (KOL-only, paid declarations, safe tokens). Read-only; publishing a call-out is not supported.

Decide whether to act on a caller's (喊单人) calls. Scores one call-out wallet on two axes — SELECTION (do the coins he calls actually run) and POST-CALL CONDUCT (does he sell into the attention his own call created) — then returns a follow / don't-follow verdict. The conduct axis is proved from the caller's own per-trade ledger, not from any self-reported field: for each sampled coin it compares the first buy, the call timestamp, and every sell after it, so "he dumped on his followers" is a measured sequence rather than an inference. USE THIS SKILL WHEN the user asks whether a caller is worth following: 这个喊单的能不能跟, 这个喊单号靠不靠谱, 喊单信誉分, 喊单评分, 他喊完会不会砸盘, 他是不是喊完就卖, 跟他的单能不能吃到, caller 评分, is this caller trustworthy, can I follow this caller's calls, does he dump after calling, call-out credibility score, score this caller. Accepts either a GMGN profile handle (twitterusername, e.g. the last path segment of a gmgn.ai/profile/ link) or a wallet address; a handle is resolved to one (chain, w