gmgn-skills/skills/gmgn-market/SKILL.md

name, description, argument-hint

name	description	argument-hint
gmgn-market	Query GMGN market data — token K-line (candlestick), trending token swap data, and Trenches token lists. Supports sol / bsc / base.	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>

Use the gmgn-cli tool to query K-line data for a token, browse trending tokens, or view Trenches token lists.

Sub-commands

Sub-command	Description
market kline	Token candlestick / OHLCV data and trading volume over a time range
market trending	Trending tokens ranked by swap activity — use --interval to specify the time window (e.g. 1m for 1-minute hottest, 1h for 1-hour trending)
market trenches	Newly launched launchpad paltform tokens — use this when the user asks for "new tokens", "just launched tokens", "latest tokens on pump.fun/letsbonk". Three categories: new_creation (just created), near_completion (bonding curve almost full), completed (graduated to open market / DEX)

Supported Chains

sol / bsc / base

Prerequisites

• .env file with GMGN_API_KEY set
• Run from the directory where your .env file is located, or set GMGN_HOST in your environment
• gmgn-cli installed globally: npm install -g gmgn-cli@1.1.0

market kline Parameters

Parameter	Required	Description
--chain	Yes	sol / bsc / base
--address	Yes	Token contract address
--resolution	Yes	Candlestick resolution: 1m / 5m / 15m / 1h / 4h / 1d
--from	No	Start time (Unix seconds)
--to	No	End time (Unix seconds)

market kline Response Fields

The response is an object with a list array. Each element in list is one candlestick:

Field	Type	Description
time	number	Candle open time — Unix timestamp in milliseconds (divide by 1000 for seconds)
open	string	Opening price in USD at the start of the period
close	string	Closing price in USD at the end of the period
high	string	Highest price in USD during the period
low	string	Lowest price in USD during the period
volume	string	Trading volume in USD (dollar value of all trades in this period)
amount	string	Trading volume in base token units (number of tokens traded)

Important distinctions (naming is counterintuitive — do not guess):

• volume = USD dollar value (e.g. 1214 means ~$1,214 traded) — use this for "how much was traded in USD"
• amount = token count (e.g. 5379110 means ~5.38M tokens changed hands) — use this for "how many tokens were traded"
• For tokens not priced at $1, volume and amount will differ by orders of magnitude (e.g. a $0.0002 token: $1,214 volume = 5,379,110 tokens)
• To get total USD volume over a time range, sum volume across all candles in the range
• To get price trend, read close values in chronological order (time ascending)
• To detect volatility, compare high vs low within each candle
• Candles are returned in chronological order (oldest first)

market trending Options

--interval selection guide — always match to the user's stated time window:

User says	--interval
"1分钟热门" / "1m trending" / "hottest right now"	1m
"5分钟" / "5m"	5m
"1小时" / "1h" / no time specified (default)	1h
"6小时" / "6h"	6h
"24小时" / "今日" / "daily"	24h

Option	Description
--chain	Required. sol / bsc / base
--interval	Required. 1m / 5m / 1h / 6h / 24h (default 1h)
--limit <n>	Number of results (default 100, max 100)
--order-by <field>	Sort field: default / swaps / marketcap / history_highest_market_cap / liquidity / volume / holder_count / smart_degen_count / renowned_count / gas_fee / price / change1m / change5m / change1h / creation_timestamp
--direction <asc|desc>	Sort direction (default desc)
--filter <tag...>	Repeatable filter tags (chain-specific). sol (defaults: renounced frozen): renounced / frozen / burn / token_burnt / has_social / not_social_dup / not_image_dup / dexscr_update_link / not_wash_trading / is_internal_market / is_out_market. evm (defaults: not_honeypot verified renounced): not_honeypot / verified / renounced / locked / token_burnt / has_social / not_social_dup / not_image_dup / dexscr_update_link / is_internal_market / is_out_market
--platform <name...>	Repeatable platform filter (chain-specific). sol: Pump.fun / pump_mayhem / pump_mayhem_agent / pump_agent / letsbonk / bonkers / bags / memoo / liquid / bankr / zora / surge / anoncoin / moonshot_app / wendotdev / heaven / sugar / token_mill / believe / trendsfun / trends_fun / jup_studio / Moonshot / boop / xstocks / ray_launchpad / meteora_virtual_curve / pool_ray / pool_meteora / pool_pump_amm / pool_orca. bsc: fourmeme / fourmeme_agent / bn_fourmeme / flap / clanker / lunafun / pool_uniswap / pool_pancake. base: clanker / bankr / flaunch / zora / zora_creator / baseapp / basememe / virtuals_v2 / klik

Usage Examples

Kline

# Last 1 hour of 1-minute candles
# macOS:
gmgn-cli market kline \
  --chain sol \
  --address <token_address> \
  --resolution 1m \
  --from $(date -v-1H +%s) \
  --to $(date +%s)
# Linux: use $(date -d '1 hour ago' +%s) instead of $(date -v-1H +%s)

# Last 24 hours of 1-hour candles
# macOS:
gmgn-cli market kline \
  --chain sol \
  --address <token_address> \
  --resolution 1h \
  --from $(date -v-24H +%s) \
  --to $(date +%s)
# Linux: use $(date -d '24 hours ago' +%s) instead of $(date -v-24H +%s)

# Raw output for further processing
gmgn-cli market kline --chain sol --address <addr> \
  --resolution 5m --from <ts> --to <ts> --raw | jq '.[]'

Trending — General

# Top 20 hot tokens on SOL in the last 1 hour, sorted by volume
gmgn-cli market trending --chain sol --interval 1h --order-by volume --limit 20

# Top 50 tokens on SOL, 5m window, sorted by volume
gmgn-cli market trending --chain sol --interval 5m --order-by volume --limit 50

# Hot tokens with social links only, verified and not honeypot, on BSC over 24h
gmgn-cli market trending \
  --chain bsc --interval 24h \
  --filter has_social --filter not_honeypot --filter verified

Trending — SOL by Launchpad Platform

Use --platform to filter trending results to tokens from specific launchpads only.

# SOL 1m hottest — Pump.fun + letsbonk only (most active launchpads), sorted by volume
gmgn-cli market trending \
  --chain sol --interval 1m \
  --platform Pump.fun --platform letsbonk \
  --order-by volume --limit 50 --raw

# SOL 5m hottest — Pump.fun + letsbonk + Moonshot, sorted by volume
gmgn-cli market trending \
  --chain sol --interval 5m \
  --platform Pump.fun --platform letsbonk --platform moonshot_app \
  --order-by volume --limit 50 --raw

# SOL 1h trending — Pump.fun only, with safety filters
gmgn-cli market trending \
  --chain sol --interval 1h \
  --platform Pump.fun \
  --filter renounced --filter frozen --filter not_wash_trading \
  --order-by volume --limit 20 --raw

# SOL 1h trending — all major launchpads combined
gmgn-cli market trending \
  --chain sol --interval 1h \
  --platform Pump.fun --platform letsbonk --platform moonshot_app \
  --platform pump_mayhem --platform pump_mayhem_agent --platform bonkers \
  --order-by volume --limit 50 --raw

Trending — BSC by Launchpad Platform

# BSC 1m hottest — fourmeme (main BSC launchpad), sorted by volume
gmgn-cli market trending \
  --chain bsc --interval 1m \
  --platform fourmeme --platform four_xmode_agent \
  --order-by volume --limit 50 --raw

# BSC 5m hottest — fourmeme family, sorted by volume
gmgn-cli market trending \
  --chain bsc --interval 5m \
  --platform fourmeme --platform fourmeme_agent --platform bn_fourmeme --platform four_xmode_agent \
  --order-by volume --limit 50 --raw

# BSC 1h trending — fourmeme with safety filters
gmgn-cli market trending \
  --chain bsc --interval 1h \
  --platform fourmeme --platform fourmeme_agent --platform bn_fourmeme --platform four_xmode_agent \
  --filter not_honeypot --filter verified \
  --order-by volume --limit 20 --raw

Trending — Base by Launchpad Platform

# Base 1m hottest — clanker + zora (main Base launchpads), sorted by volume
gmgn-cli market trending \
  --chain base --interval 1m \
  --platform clanker --platform zora --platform zora_creator \
  --order-by volume --limit 50 --raw

# Base 5m hottest — clanker + zora + virtuals_v2 + flaunch, sorted by volume
gmgn-cli market trending \
  --chain base --interval 5m \
  --platform clanker --platform zora --platform zora_creator \
  --platform virtuals_v2 --platform flaunch \
  --order-by volume --limit 50 --raw

# Base 1h trending — all major launchpads with safety filters
gmgn-cli market trending \
  --chain base --interval 1h \
  --platform clanker --platform zora --platform zora_creator \
  --platform virtuals_v2 --platform flaunch --platform baseapp \
  --filter not_honeypot --filter verified \
  --order-by volume --limit 20 --raw

market trending Response Fields

The response is data.rank — an array of rank items. Each item represents one token.

Basic Info

Field	Description
address	Token contract address
symbol / name	Token ticker and full name
logo	Token logo image URL
chain	Chain identifier
total_supply	Total token supply
creator	Creator wallet address
launchpad_platform	Launch/pool platform (e.g. Pump.fun, letsbonk, pool_meteora, fourmeme)
exchange	Current DEX (e.g. meteora_damm_v2, raydium, pump_amm)
open_timestamp	Open market listing time (Unix seconds)
creation_timestamp	Token creation time (Unix seconds)
rank	Position in this trending list (lower = hotter)
hot_level	Trending intensity level (higher = hotter)

Price & Market

Field	Description
price	Current price in USD
market_cap	Market cap in USD (directly available — no calculation needed)
liquidity	Current liquidity in USD
volume	Trading volume in USD for the queried interval
history_highest_market_cap	All-time highest market cap in USD
initial_liquidity	Initial liquidity at token launch
price_change_percent	Price change % for the queried interval
price_change_percent1m	Price change % in last 1 minute
price_change_percent5m	Price change % in last 5 minutes
price_change_percent1h	Price change % in last 1 hour

Trading Activity

Field	Description
swaps	Total swap count in the queried interval
buys / sells	Buy / sell count in the interval
holder_count	Number of unique token holders
gas_fee	Average gas fee per transaction

Security & Risk

Field	Chains	Description
renounced_mint	SOL	Mint authority renounced (1 = yes, 0 = no)
renounced_freeze_account	SOL	Freeze authority renounced (1 = yes, 0 = no)
is_honeypot	BSC / Base	Honeypot flag (1 = yes, 0 = no)
is_open_source	all	Contract verified (1 = yes, 0 = no)
is_renounced	all	Ownership renounced (1 = yes, 0 = no)
buy_tax / sell_tax	all	Tax rate — empty string means 0 (no tax)
burn_status	all	Liquidity burn status (e.g. "none", "burn")
top_10_holder_rate	all	Top 10 wallets concentration (0–1)
rug_ratio	all	Rug pull risk score (0–1)
is_wash_trading	all	Wash trading detected (true / false)
rat_trader_amount_rate	all	Ratio of insider/sneak trading volume
bundler_rate	all	Ratio of bundle bot trading volume
entrapment_ratio	all	Entrapment trading ratio
sniper_count	all	Number of sniper wallets at launch
bot_degen_count / bot_degen_rate	all	Bot degen wallet count / ratio
dev_team_hold_rate	all	Dev team holding ratio
top70_sniper_hold_rate	all	Top 70 sniper current holding ratio
lock_percent	all	Liquidity lock percentage

Dev Status

Field	Description
creator_token_status	Dev holding status: creator_hold (still holding) / creator_close (sold/closed)
creator_close	Boolean shorthand for creator_token_status == creator_close
dev_token_burn_ratio	Ratio of dev's tokens that have been burned

Smart Money

Field	Description
smart_degen_count	Number of smart money wallets holding the token
renowned_count	Number of renowned / KOL wallets holding the token
bluechip_owner_percentage	Ratio of holders that are bluechip wallets (0–1)

Social

Field	Description
twitter_username	Twitter / X username (not a full URL — prepend https://x.com/ to get the link)
website	Project website URL
telegram	Telegram URL
cto_flag	Community takeover flag (1 = CTO has occurred)

Dexscreener Marketing

Field	Description
dexscr_ad	Dexscreener ad placed (1 = yes)
dexscr_update_link	Social links updated on Dexscreener (1 = yes)
dexscr_trending_bar	Paid for Dexscreener trending bar (1 = yes)
dexscr_boost_fee	Dexscreener boost amount paid (0 = none)

---

Workflow: Discover Trading Opportunities via Trending

Step 1 — Fetch trending data

Fetch a broad pool with safe filters:

gmgn-cli market trending \
  --chain <chain> --interval 1h \
  --order-by volume --limit 50 \
  --filter not_honeypot --filter has_social --raw

Step 2 — AI multi-factor analysis

Analyze each record in the response using the following signals (apply judgment, not rigid rules):

Signal	Field(s)	Weight	Notes
Smart money interest	smart_degen_count, renowned_count	High	Key conviction indicator
Bluechip ownership	bluechip_owner_percentage	Medium	Quality of holder base
Real trading activity	volume, swaps	Medium	Distinguishes genuine interest from wash trading
Price momentum	change1h, change5m	Medium	Prefer positive, non-parabolic moves
Pool safety	liquidity	Medium	Low liquidity = high slippage risk
Token maturity	creation_timestamp	Low	Avoid tokens less than ~1h old unless other signals are very strong

Select the top 5 tokens with the best composite profile. Prefer tokens that perform well across multiple signals rather than excelling in just one.

Step 3 — Present top 5 to user

Present results as a concise table, then give a one-line rationale for each pick:

Top 5 Trending Tokens — SOL / 1h

# | Symbol | Address (short) | Smart Degens | Volume | 1h Chg | Reasoning
1 | ...     | ...             | ...          | ...    | ...    | Smart money accumulating + high volume
2 | ...
...

Step 4 — Follow-up actions

For each token, offer:

• Deep dive: token info + token security for full due diligence
• Swap: execute directly if the user is satisfied with the trending data alone

market trenches Parameters

Intent → --type mapping (always specify --type explicitly):

User intent	--type value
"new tokens", "just launched", "newly created", "latest tokens"	new_creation
"about to graduate", "near completion", "bonding curve almost full"	near_completion
"graduated tokens", "already on DEX", "open market tokens"	completed
No specific stage mentioned	omit --type (returns all three)

Parameter	Required	Description
--chain	Yes	sol / bsc / base
--type	No	Categories to query, repeatable: new_creation / near_completion / completed (default: all three)
--launchpad-platform	No	Launchpad platform filter, repeatable (default: all platforms for the chain)
--limit	No	Max results per category, max 80 (default: 80)

Response fields: data.new_creation, data.pump, data.completed — each is an array of RankItem (same fields as market trending rank items). Important: data.pump in the response corresponds to --type near_completion in the request. The API always returns this category under the key pump, not near_completion.

market trenches Response Fields

Basic Info

Field	Description
address	Token contract address
symbol / name	Token symbol and name
launchpad_platform	Launch platform (e.g. Pump.fun, letsbonk)
exchange	Current exchange (e.g. pump_amm, raydium)
usd_market_cap	Market cap in USD
liquidity	Liquidity in USD
total_supply	Total token supply
created_timestamp	Creation time (Unix seconds)
open_timestamp	Open market listing time (Unix seconds, completed only)
complete_timestamp	Bonding curve completion time (Unix seconds)
complete_cost_time	Time from creation to completion in seconds

Trading Data

Field	Description
swaps_1m / swaps_1h / swaps_24h	Swap count per time window
volume_1h / volume_24h	Trading volume in USD
buys_24h / sells_24h	Buy / sell count in 24h
net_buy_24h	Net buy volume in 24h
holder_count	Number of token holders

Security & Risk

Field	Chains	Description
renounced_mint	SOL	Whether mint authority is renounced (SOL-specific concept; always false on EVM chains)
renounced_freeze_account	SOL	Whether freeze authority is renounced (SOL-specific concept; always false on EVM chains)
burn_status	all	Liquidity burn status
rug_ratio	all	Rug pull risk ratio
top_10_holder_rate	all	Top 10 holders concentration ratio
rat_trader_amount_rate	all	Insider / sneak trading volume ratio
bundler_trader_amount_rate	all	Bundle trading volume ratio
is_wash_trading	all	Whether wash trading is detected
sniper_count	all	Number of sniper wallets
suspected_insider_hold_rate	all	Suspected insider holding ratio
open_source	all	Whether contract source code is verified ("yes" / "no" / "unknown")
owner_renounced	all	Whether contract ownership is renounced ("yes" / "no" / "unknown")
is_honeypot	BSC / Base	Whether token is a honeypot ("yes" / "no"); returns empty string on SOL (not applicable)
buy_tax	all	Buy tax ratio (e.g. 0.03 = 3%)
dev_team_hold_rate	all	Dev team holding ratio

Dev Holdings

Field	Description
creator_token_status	Dev holding status (e.g. creator_hold, creator_close)
creator_balance_rate	Dev holding ratio as a proportion of total supply

Smart Money

Field	Description
smart_degen_count	Number of smart money holders
renowned_count	Number of renowned wallet holders (KOL)

Social Media

Field	Description
twitter	Twitter / X link
telegram	Telegram link
website	Website link
instagram	Instagram link
tiktok	TikTok link
has_at_least_one_social	Whether any social media link exists
x_user_follower	Twitter follower count
cto_flag	Whether community takeover (CTO) has occurred

Dexscreener Marketing

Field	Description
dexscr_ad	Whether a Dexscreener ad has been placed
dexscr_update_link	Whether social links have been updated on Dexscreener
dexscr_trending_bar	Whether paid for Dexscreener trending bar placement
dexscr_boost_fee	Amount paid for Dexscreener boost (0 = none)

Solana Trenches Examples

# All three categories at once
gmgn-cli market trenches --chain sol --raw \
  --type new_creation --type near_completion --type completed \
  --launchpad-platform Pump.fun --launchpad-platform pump_mayhem --launchpad-platform pump_mayhem_agent --launchpad-platform pump_agent --launchpad-platform letsbonk --launchpad-platform bonkers --launchpad-platform bags \
  --limit 80

# New creation only
gmgn-cli market trenches --chain sol --raw \
  --type new_creation \
  --launchpad-platform Pump.fun --launchpad-platform pump_mayhem --launchpad-platform pump_mayhem_agent --launchpad-platform pump_agent --launchpad-platform letsbonk --launchpad-platform bonkers --launchpad-platform bags \
  --limit 80

# Near completion only
gmgn-cli market trenches --chain sol --raw \
  --type near_completion \
  --launchpad-platform Pump.fun --launchpad-platform pump_mayhem --launchpad-platform pump_mayhem_agent --launchpad-platform pump_agent --launchpad-platform letsbonk --launchpad-platform bonkers --launchpad-platform bags \
  --limit 80

# Completed (open market) only
gmgn-cli market trenches --chain sol --raw \
  --type completed \
  --launchpad-platform Pump.fun --launchpad-platform pump_mayhem --launchpad-platform pump_mayhem_agent --launchpad-platform pump_agent --launchpad-platform letsbonk --launchpad-platform bonkers --launchpad-platform bags \
  --limit 80

BSC Trenches Examples

# All three categories at once
gmgn-cli market trenches --chain bsc --raw \
  --type new_creation --type near_completion --type completed \
  --launchpad-platform fourmeme --launchpad-platform fourmeme_agent --launchpad-platform bn_fourmeme --launchpad-platform four_xmode_agent --launchpad-platform flap --launchpad-platform clanker --launchpad-platform lunafun \
  --limit 80

# New creation only
gmgn-cli market trenches --chain bsc --raw \
  --type new_creation \
  --launchpad-platform fourmeme --launchpad-platform fourmeme_agent --launchpad-platform bn_fourmeme --launchpad-platform four_xmode_agent --launchpad-platform flap --launchpad-platform clanker --launchpad-platform lunafun \
  --limit 80

# Near completion only
gmgn-cli market trenches --chain bsc --raw \
  --type near_completion \
  --launchpad-platform fourmeme --launchpad-platform fourmeme_agent --launchpad-platform bn_fourmeme --launchpad-platform four_xmode_agent --launchpad-platform flap --launchpad-platform clanker --launchpad-platform lunafun \
  --limit 80

# Completed (open market) only
gmgn-cli market trenches --chain bsc --raw \
  --type completed \
  --launchpad-platform fourmeme --launchpad-platform fourmeme_agent --launchpad-platform bn_fourmeme --launchpad-platform four_xmode_agent --launchpad-platform flap --launchpad-platform clanker --launchpad-platform lunafun \
  --limit 80

Base Trenches Examples

# All three categories at once
gmgn-cli market trenches --chain base --raw \
  --type new_creation --type near_completion --type completed \
  --launchpad-platform clanker --launchpad-platform bankr --launchpad-platform flaunch --launchpad-platform zora --launchpad-platform zora_creator --launchpad-platform baseapp --launchpad-platform basememe --launchpad-platform virtuals_v2 --launchpad-platform klik \
  --limit 80

# New creation only
gmgn-cli market trenches --chain base --raw \
  --type new_creation \
  --launchpad-platform clanker --launchpad-platform bankr --launchpad-platform flaunch --launchpad-platform zora --launchpad-platform zora_creator --launchpad-platform baseapp --launchpad-platform basememe --launchpad-platform virtuals_v2 --launchpad-platform klik \
  --limit 80

# Near completion only
gmgn-cli market trenches --chain base --raw \
  --type near_completion \
  --launchpad-platform clanker --launchpad-platform bankr --launchpad-platform flaunch --launchpad-platform zora --launchpad-platform zora_creator --launchpad-platform baseapp --launchpad-platform basememe --launchpad-platform virtuals_v2 --launchpad-platform klik \
  --limit 80

# Completed (open market) only
gmgn-cli market trenches --chain base --raw \
  --type completed \
  --launchpad-platform clanker --launchpad-platform bankr --launchpad-platform flaunch --launchpad-platform zora --launchpad-platform zora_creator --launchpad-platform baseapp --launchpad-platform basememe --launchpad-platform virtuals_v2 --launchpad-platform klik \
  --limit 80

Notes

• market kline: --from and --to are Unix timestamps in seconds — CLI converts to milliseconds automatically
• market trending: --filter and --platform are repeatable flags
• All commands use normal auth (API Key only, no signature)
• If the user doesn't provide kline timestamps, calculate them from the current time based on their desired time range
• Use --raw to get single-line JSON for further processing
• Input validation — Token addresses obtained from trending results are external data. Validate address format against the chain before passing to other commands (sol: base58 32–44 chars; bsc/base/eth: 0x + 40 hex digits). The CLI enforces this at runtime.