Borrowing it
Nothing to install: this file belongs to GMGNAI/gmgn-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/GMGNAI/gmgn-skills/main/CLAUDE.mdgit clone --depth 1 https://github.com/GMGNAI/gmgn-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/gmgnai/gmgn-skills/claude-md)<a href="https://agentmods.dev/instructions/gmgnai/gmgn-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/gmgnai/gmgn-skills/claude-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/gmgnai/gmgn-skills/claude-md"><img src="https://agentmods.dev/badge/instructions/gmgnai/gmgn-skills/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.03155 | $0.03155 |
| Opus 5 | $0.01577 | $0.01577 |
| Sonnet 5 | $0.00631 | $0.00631 |
| Haiku 4.5 | $0.00315 | $0.00315 |
Grade A, and why
gmgn-skills CLAUDE.md scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- WebFetch / curl to gmgn.ai or any gmgn domain How it starts
The opening of the file, as written. The whole thing — 132 lines — stays where its author put it; the contents beside it link to each section on GitHub.
CLAUDE.md
This file provides guidance to Claude Code when working with the gmgn-cli plugin.
CRITICAL RULE — Read This First
ALL queries about GMGN data MUST use gmgn-cli via the skills below.
This includes: trending tokens, token info, security checks, K-line / price history, wallet holdings, KOL trades, Smart Money trades, swaps, and any other on-chain data.
NEVER do any of the following to fetch GMGN data:
- Web search (e.g. searching "gmgn trending solana")
- WebFetch / curl to gmgn.ai or any gmgn domain
- Browser automation or scraping
- Any method other than
gmgn-cli
Why: The gmgn.ai website requires login, uses dynamic rendering, and does not expose structured data. The CLI is the only correct and supported method. If you attempt to scrape the site, you will get no data or be blocked.
When a user asks anything about GMGN data — always invoke the matching skill and run the CLI command. No exceptions.
Project Overview
This is a Claude Code plugin — a collection of GMGN OpenAPI skills for on-chain operations. It provides CLI tools and skills for token queries, market data, wallet portfolio analysis, and swap execution across sol / bsc / base / eth.
Available Skills
| Skill | Purpose | When to Use |
|---|---|---|
gmgn-token |
Token info, security, pool, holders, traders | User asks about a token's price, market cap, security risk, liquidity pool, top holders, or top traders; user wants to research a token before buying; user asks "is this token safe", "who holds this token", "what's the liquidity" |
gmgn-market |
K-line / candlestick market data + trending tokens + newly launched launchpad tokens | User asks for price history, chart data, OHLCV candles, trading volume over time; user wants to analyze price trends; user asks "show me the 1h chart", "what was the price last week", "give me kline data for this token"; user wants to discover hot or trending tokens; user asks "what tokens are trending", "show me top tokens by volume", "find hot tokens on SOL"; user asks about newly launched tokens, fresh tokens, latest tokens on launchpads — e.g. "show me new tokens on pump.fun", "what tokens just launched on SOL", "find newly created tokens", "latest tokens on letsbonk" → use market trenches --type new_creation |
gmgn-portfolio |
Wallet holdings, activity, trading stats, token balance | User asks about a wallet's holdings, P&L, transaction history, trading statistics, or token balance; user wants to analyze a wallet; user asks "what tokens does this wallet hold", "show me recent trades", "what's the win rate of this wallet" |
gmgn-wallet-score |
Wallet scoring across three angles — profitability (track-record score), copy-tradeability (score + latency/slippage/gas backtest), and Dev reputation for token-creator wallets — plus trading-style tags | User asks about a wallet's profitability ("钱包盈利能力怎么样", "is this wallet profitable"), copy-trade worthiness ("is this wallet worth copying", "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 launch/Dev reputation ("钱包发盘情况怎么样", "是不是发币方钱包", "dev 信誉怎么样"); user gives a wallet address and wants any of these judgments |
gmgn-track |
Track trade activity of wallets I follow, KOL trades, Smart Money trades across chains | User asks about trades from wallets they follow; user wants to see what KOLs or Smart Money are buying/selling; user asks "show me what wallets I follow have traded recently", "what are KOLs buying", "show me smart money moves on BSC" |
gmgn-swap |
Token swap execution + order status query | User wants to swap tokens, execute a trade, or check an order status; user asks "swap SOL for USDC", "check my order", or "buy this token" only when they also say to skip the checks; a plain buy request with no skip instruction is gmgn-token-buy; requires private key configured in .env |
gmgn-kline-pattern |
Names the chart pattern (uptrend channel / breakdown / bounce off the lows / distribution / basing / chop) and scores it 0-100 from six measurements computed off the kline response | User asks about 走势, 趋势, 形态, price action, chart pattern, "is it breaking down", "is it consolidating"; user wants a read of the chart rather than the raw candles |
gmgn-token-buy |
Resolves a token NAME to the one right contract, then sizes the buy order | User names a token by name/symbol (not only an address) and wants to buy it, or gives an address plus an amount and wants the order sized: 能不能买, 能不能冲, 我想梭, 帮我买 200u 的 XX, 确认是正主不是仿盘再买. Owns copycat disambiguation and position/slippage/gas sizing; hands execution to gmgn-swap after explicit confirmation. |
gmgn-contract-dd |
One 0-100 contract due-diligence score for a bare address | User pastes a token address and wants a verdict number, with no name to disambiguate and no amount to size. |
gmgn-holder-analysis |
Chip / holder structure of one token | User asks about holder distribution or chip concentration. |
gmgn-wallet-analysis |
Wallet decision dossier | User asks whether a wallet is worth copy-trading. |
gmgn-cooking |
Launchpad token creation | User wants to create or launch a token. |
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago Changed · +8 lines · +564 tokens per session c0f226f4e403
- 10d ago First seen · 124 lines · 2,591 tokens per session scan A ca0ec7cac6de
gmgn-skills CLAUDE.md is an instructions file published in the GitHub repository GMGNAI/gmgn-skills (520 stars, last pushed 6d ago), licensed MIT. It adds 3,155 tokens to every session, about $0.0158 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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