- README: add Quick Start (AI Agent) section with step-by-step key generation and .env configuration guidance; add Upgrade (AI Agent) section - README.zh.md: sync all changes from English README - skills/gmgn-market: add Core Concepts (10 terms: volume/amount distinction, rug_ratio, smart_degen_count, hot_level, renounced authorities, honeypot, creator_token_status, cto_flag, trenches lifecycle, wash/rat/bundler signals); add "Do NOT guess fields" IMPORTANT rule - skills/gmgn-portfolio: add Core Concepts (7 terms: realized/unrealized profit, profit_change multiplier, pnl ratio, winrate, cost vs usd_value, pagination); complete Response Field Reference tables for holdings/activity/stats - skills/gmgn-swap: add Core Concepts (8 terms: smallest unit, slippage decimal, amount vs percent mutex, currency tokens, anti-MEV, critical auth, order polling, filled amount conversion); add "Do NOT guess fields" IMPORTANT rule - skills/gmgn-track: add Core Concepts (8 terms: follow-wallet vs kol vs smartmoney, KOL vs smart_degen, is_open_or_close divergence, price_change ratio, base/quote address, tags array, cluster signal); add Safety Constraints section; add Output Format section; add "Do NOT guess fields" IMPORTANT rule - skills/gmgn-token: add --amount/--percent and --slippage/--auto-slippage mutex rules; add --tag + --order-by valid combination guide table for traders - src/index.ts: add track to CLI description - docs/token-due-diligence.md: new — full 4-step token due diligence workflow - docs/market-discover-opportunities.md: new — market discovery workflow Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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Full Token Due Diligence — 4-Step Workflow
Use this workflow before deciding to buy a token. Run all four steps in sequence.
Step 1 — Get basic info
gmgn-cli token info --chain sol --address <token_address> --raw
Check: price, liquidity, holder_count, wallet_tags_stat.smart_wallets, wallet_tags_stat.renowned_wallets, link.website / link.twitter_username / link.telegram.
Red flags: all link.* social fields empty, very low liquidity (<$10k), zero wallet_tags_stat.smart_wallets and renowned_wallets.
Step 2 — Check security
gmgn-cli token security --chain sol --address <token_address> --raw
Check these fields and their safe thresholds:
| Field | Safe | Warning | Danger |
|---|---|---|---|
is_honeypot |
"no" |
— | "yes" → Do not buy |
open_source |
"yes" |
"unknown" |
"no" |
owner_renounced |
"yes" |
"unknown" |
"no" |
renounced_mint (SOL) |
true |
— | false → mint risk |
renounced_freeze_account (SOL) |
true |
— | false → freeze risk |
buy_tax / sell_tax |
0 |
0.01–0.05 |
>0.10 → high tax |
top_10_holder_rate |
<0.20 |
0.20–0.40 |
>0.50 → whale risk |
rug_ratio |
<0.10 |
0.10–0.30 |
>0.30 → high rug risk |
creator_token_status |
creator_close |
— | creator_hold → dev not sold |
sniper_count |
<5 |
5–20 |
>20 → heavily sniped |
Step 3 — Check liquidity pool
gmgn-cli token pool --chain sol --address <token_address> --raw
Check: liquidity amount, which DEX (exchange), pool age (creation_timestamp). Low liquidity means high slippage risk when buying or selling.
Step 4 — Check smart money signals
# Is smart money accumulating?
gmgn-cli token holders --chain sol --address <token_address> \
--tag smart_degen --order-by buy_volume_cur --direction desc --limit 20 --raw
# Have KOLs already taken profit?
gmgn-cli token traders --chain sol --address <token_address> \
--tag renowned --order-by profit --direction desc --limit 20 --raw
Bullish signals: smart_degen wallets buying heavily, unrealized_profit is large (still holding), renowned wallets accumulating, low sell_volume_cur.
Bearish signals: sell_volume_cur > buy_volume_cur for smart money, large realized profits already taken (they may be done), top holders with very high amount_percentage starting to sell.