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Found 6 Skills
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」, 「这个钱包什么风格」, 「它是什么类型的」, 「打法」, "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", "what kind of trader is this", or pastes a bare wallet address. This is the default for a bare wallet address: it prints a style title and speed subtitle AND the four gates, so it answers "what kind of trader is this" and "should I act on it" in one pass.
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.
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.
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.
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-market trending` / `hot-searches`, which returns the exchange's own ordering untouched; nor for freshly launched bonding-curve tokens ("just launched", "pump.fun new", "新盘") - that is `gmgn-market trenches`; nor for one address the user already has ("is this token safe", "打个分", "尽调") - that is `gmgn-contract-dd`; nor for a chart read ("走势怎么样", "什么形态") - that is `gmgn-kline-pattern`; nor for early-stage hunting below this skill's own floor ("值得埋伏吗", "新币筛选", "早期机会", "discover early-stage opportunities") - that is `gmgn-market trenches`, because the candidate pool here starts at 500k market cap and 100k liquidity and never contains a bonding-curve token; nor for the wallet-side view of the same market ("聪明钱在买什么", "KOL 在买什么", "on-chain alpha", "copy-trade signals") - that is `gmgn-track smartmoney` / `kol`, which answers who is buying rather than what is worth looking at. The split is by who chooses the tokens: if the user names the token, it is not this skill; if the user is asking the skill to choose, it is. When nobody names a token and the wording alone collides with `gmgn-market` - "hot coins", "what's pumping", "trending tokens", "热门币", "什么币在涨" - the deciding test is the shape of the answer being asked for: an untouched ranking of N rows in the exchange's own order is `gmgn-market trending`; a short list that survived risk gates, carries a score and can be acted on is this skill. A bare ambiguous ask with no other signal defaults here, because this skill can point at the raw ranking while the raw ranking cannot screen itself. Nothing has to be supplied to run it - the trigger phrase alone is enough, and no address, chain or amount is ever required. Four things can be narrowed when the user asks for it: which chains are swept, the age ceiling, how many names come back, and the score floor; any value changed that way is named in the report.
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 (twitter_username, e.g. the last path segment of a gmgn.ai/profile/<handle> link) or a wallet address; a handle is resolved to one (chain, wallet) pair in Step 0 and the resolution is always echoed. The same questions in any other language route here — match on meaning, not wording. DO NOT USE THIS SKILL for raw call-out data — "这个钱包 喊过什么单", "最新喊单", "谁在喊这个币", "KOL 在喊什么", the feed, the field dump, the 30d summary card — that is gmgn-callout, which owns every read of the callout endpoints and returns them untouched; this skill calls it and adds a verdict. Nor for a caller judged as a trader rather than as a caller ("这个钱包能不能跟单", "跟单评分", copy-trade backtest) — that is gmgn-wallet-analysis / gmgn-wallet-score, which read his trades and know nothing about his calls. Nor for a token the caller mentioned ("他喊的那个币安全吗", 尽调, rug check) — that is gmgn-contract-dd. Nor for a token creator's next launch ("这个 dev 的新盘能不能买") — that is gmgn-dev-score. A bare wallet address with no call-out intent stays with gmgn-wallet-analysis; a bare token address stays with gmgn-contract-dd. This skill needs the word 喊单 / caller / call-out in the ask to own it. TIE-BREAKS, because three words are shared with neighbouring skills: 喊单 paired with 能不能跟 / 信誉 / 砸盘 / 评分 routes HERE, while 喊单 paired with 喊过什么 / 最新 / 谁在喊 / 列表 routes to gmgn-callout — the first group asks for a judgement, the second for rows. 能不能跟 without 喊单 is about a wallet as a trader and stays with gmgn-wallet-analysis / gmgn-wallet-review. 信誉 without 喊单 is a launcher question and stays with gmgn-dev-score. PRESET PHRASES this skill is written to answer, each carrying the call-out intent word: 「帮我看看 [喊单人ID或地址] 这个喊单的能 不能跟」「[喊单人ID] 喊的币能跟吗」「查一下 [钱包地址] 的喊单信誉」「这个喊单号喊完会不会 砸盘:[地址]」. WHAT IT CANNOT ANSWER, so the ask goes elsewhere: whether any one called coin is safe to buy (gmgn-contract-dd); what he is calling right now (gmgn-callout global); whether he is a good trader to copy (gmgn-wallet-score); who else called the same coin or whether he called it first (no per-token caller list exists in the CLI, so it is not computable at all); how much he staked on a call (readable only in the unfilterable global feed); anything older than 30 days (callout record covers 30d only).