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Merge pull request #101 from GumpOnchain/feat/skill-description-vector-search
docs(skills): optimize descriptions for vector search and keyword search
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GMGN.AI
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---
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name: gmgn-cooking
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description: "[FINANCIAL EXECUTION] Launch new tokens on crypto launchpads (Pump.fun, PancakeSwap, FourMeme, Bonk, BAGS, Flap, etc.) or query token creation stats via GMGN API. Requires explicit user confirmation — executes irreversible on-chain transactions. Use when user asks to create a token, launch a meme coin, deploy on a launchpad, or check launchpad token creation stats on Solana, BSC, Base."
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description: "[FINANCIAL EXECUTION] Create and deploy new tokens on crypto launchpads (Pump.fun, PancakeSwap, FourMeme, Bonk, BAGS, Flap, Raydium, etc.) with bonding curve fair launch, or query token creation stats by launchpad via GMGN API. Requires explicit user confirmation — executes irreversible on-chain transactions. Use when user asks to launch a token, create a meme coin, deploy a coin on a launchpad, cook a token, or check how many tokens were created on a specific launchpad on Solana, BSC, Base, ETH, or TON."
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argument-hint: "stats | [create --chain <chain> --dex <dex> --from <addr> --name <name> --symbol <sym> --buy-amt <n> (--image <base64> | --image-url <url>)]"
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metadata:
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cliHelp: "gmgn-cli cooking --help"
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---
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name: gmgn-market
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description: Get token price charts (K-line, candlestick, OHLCV), trending token rankings, and newly launched tokens on launchpads (pump.fun, fourmeme, letsbonk, etc.) via GMGN API. Use when user asks for token price history, candlestick chart, trending tokens, hot tokens by volume, new token launches, or early-stage token opportunities on Solana, BSC, or Base.
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description: Get token price history charts (K-line, candlestick, OHLCV), discover trending and hot tokens by trading volume, and browse newly launched tokens on launchpads (pump.fun, fourmeme, letsbonk, Raydium, etc.) via GMGN API. Use when user asks for price chart, chart data, what tokens are trending or pumping right now, hot tokens by volume, new token launches, fresh listings, or wants to find early-stage opportunities without a specific token address on Solana, BSC, or Base.
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argument-hint: "kline --chain <sol|bsc|base> --address <token_address> --resolution <1m|5m|15m|1h|4h|1d> [--from <unix_ts>] [--to <unix_ts>] | trending --chain <sol|bsc|base> --interval <1m|5m|1h|6h|24h> | trenches --chain <sol|bsc|base>"
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metadata:
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cliHelp: "gmgn-cli market --help"
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---
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name: gmgn-portfolio
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description: Get wallet holdings, realized/unrealized P&L, win rate, trading history, and performance stats for any crypto wallet via GMGN API. Use when user asks for wallet holdings, wallet P&L, trader win rate, wallet performance analysis, or whether a wallet is worth copy-trading on Solana, BSC, or Base.
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description: Analyze any specific wallet by address — get token holdings, realized and unrealized P&L, win rate, buy/sell transaction history, and overall trading performance stats via GMGN API. Use when user provides a wallet address and asks about holdings, profit/loss, win rate, trading history, whether the wallet is profitable, or wants a full wallet report to decide whether to copy-trade or follow this trader on Solana, BSC, or Base.
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argument-hint: "<info|holdings|activity|stats|token-balance|created-tokens> [--chain <sol|bsc|base>] [--wallet <wallet_address>]"
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metadata:
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cliHelp: "gmgn-cli portfolio --help"
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---
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name: gmgn-swap
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description: "[FINANCIAL EXECUTION] Buy and sell meme coins and any token on Solana, BSC, or Base; supports multi-wallet trading, limit orders, stop loss, take profit, trailing stop loss, and trailing take profit via GMGN API. Requires explicit user confirmation — executes irreversible blockchain transactions. Use when user asks to swap tokens, buy or sell a meme coin, trade with multiple wallets, set a limit order, set stop loss or take profit, enable trailing stop, or check order status."
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description: "[FINANCIAL EXECUTION] Buy and sell meme coins and any crypto token on Solana, BSC, or Base — supports single swap, multi-wallet batch trading, limit buy/sell orders, fixed stop loss, fixed take profit, trailing stop loss, and trailing take profit via GMGN API. Requires explicit user confirmation — executes irreversible on-chain transactions. Use when user asks to buy a token, sell a token, swap tokens, execute a trade, trade from multiple wallets, place a limit order, set stop loss or take profit, enable trailing stop, or check an existing order status."
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argument-hint: "[--chain <chain> --from <wallet> --input-token <addr> --output-token <addr> --amount <n>] | [order get --chain <chain> --order-id <id>] | [order strategy list --chain <chain> --group-tag <LimitOrder|STMix>] | [order strategy create --chain <chain> --order-type limit_order --sub-order-type <buy_low|buy_high|stop_loss|take_profit> ...]"
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metadata:
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cliHelp: "gmgn-cli swap --help"
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---
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name: gmgn-token
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description: Get real-time token price, market cap, holder list, trader list, top Smart Money traders, security audit (honeypot, rug pull risk, renounced status), liquidity pool info, and social links (Twitter/X, website) for any crypto token via GMGN API. Use when user asks for token price, token security check, who holds a token, top traders, Smart Money positions, token social links, or cryptocurrency market data on Solana, BSC, or Base.
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description: Research any specific crypto token by address — get real-time price, market cap, liquidity, holder list, trader list, top Smart Money and KOL positions, security audit (honeypot detection, rug pull risk score, dev wallet, renounced mint/freeze/ownership), and social links (Twitter/X, website) via GMGN API. Use when user provides a token address or name and asks about price, market cap, safety, is it a rug, who holds this token, top traders, smart money exposure, token details, or wants to do due diligence before buying on Solana, BSC, or Base.
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argument-hint: "<sub-command> --chain <sol|bsc|base> --address <token_address>"
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metadata:
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cliHelp: "gmgn-cli token --help"
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---
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name: gmgn-track
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description: Get real-time crypto token trading activity from Smart Money wallets, KOL influencer wallets, and personally followed wallets via GMGN API. Use when user asks what smart money is buying, KOL trades, whale moves, copy-trading signals, or recent trades from followed wallets on Solana, BSC, or Base.
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description: Get real-time buy/sell activity across Smart Money wallets, KOL (influencer) wallets, and personally followed wallets via GMGN API — ideal for alpha signals, whale tracking, and copy-trading ideas. Use when user asks what smart money or KOLs are buying or selling, wants whale move alerts, on-chain alpha, copy-trade signals, or recent trades from wallets they follow on Solana, BSC, or Base. (For deep analysis of a specific wallet address, use gmgn-portfolio instead.)
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argument-hint: "<follow-wallet|kol|smartmoney> [--chain <sol|bsc|base>] [--wallet <wallet_address>]"
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metadata:
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cliHelp: "gmgn-cli track --help"
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