Justin

[Shane Simpson @shanesimpson513]

how i use claude code & the @gmgnai api to catch every runner of the day and filter out the noise.

most trending tokens aren't tradeable. bundled, botted, or exit liquidity by the time you see them. filtering matters more than speed.

4 days running. 3,200 tokens entered the pipeline. 107 made the cut.

the system in stages:

1/ discovery. poll /v1/market/rank every 30 seconds. baseline filters on trending data cut the universe fast. holder count, age, dev concentration, top 10 holder share, wash trading.

2/ tracking. survivors get watched across multiple scans. holder growth, liquidity stability, buy/sell pressure, bundler rate, bot rate.

3/ deep dive. tokens that make it through get a /v1/token/info call. rug ratio, entrapment ratio, KOL presence, social duplicates.

4/ alert. what passes fires to a live dashboard at https://t.co/iGEJ0vuezn.

every alerted token gets journaled. full snapshot every 30 seconds of price, mcap, liquidity, holders, bot rate, smart money, whales. that data does two things:

first, it refines what actually separates runners from losers. the filters aren't static, they evolve as the journal grows.

second, it powers backtests for algorithmic execution strategies. realistic slippage and fees baked in, derived from actual on-chain trade data.

speed is a commodity. filtering is the moat.

[Justin @valley_hun]

dd test

[Justin @valley_hun]

@launchonall $helo + helo + pump

[Nova @TradeonNova]

You asked.

We delivered. 💫

RT + Comment for early access. 👀

Waitlist open - Sign up before it’s too late. 👇

[Justin @valley_hun]

The next phase begins now. @TradeonNova

I’m in. Are you coming? ⚡ https://t.co/7h7mcES62P

[Justin @valley_hun]

#거미입니다만 첫 웹 게임
거미라비 서비스 개시 기념 캠페인 ✨
미션 클리어로
마법 담당 1호 5체🕷🕷🕷🕷🕷
기간 한정으로
총 15만원 상당의 아이템 증정🎁

▼지금 바로 플레이
https://t.co/BKEezRCip6

거미라비의 감상을 써주세요✏
#蜘蛛ですが

[Justin @valley_hun]

@nuget_0 ca?

[Justin @valley_hun]

@nuget_0 balls

[Justin @valley_hun]

@nuget_0 definitely coded

[Justin @valley_hun]

@nuget_0 ca? jk

[Justin @valley_hun]

@nuget_0 EgN39454EHVTrj2mayHBjjg7Z4SmyZ1VKWjDpUPPpump

[Justin @valley_hun]

@nuget_0 never gonna miss & sell your call again😭

[Justin @valley_hun]

@nuget_0 lfg

[Ian Jaeger @IanJaeger29]

BREAKING: Republican Senators, Lisa Murkowski and Susan Collins vote “Yes” and confirm another Far-Left Judical Nominee from the Biden Administration.

Unbelievable.

[Justin @valley_hun]

@lunaisacar why you deleted your post on ig and tt people now think that its scam

[Justin @valley_hun]

@nuget_0 ca?

[Justin @valley_hun]

@sitecraftai it works guys

[Justin @valley_hun]

@sitecraftai just pay some money for website traffic jesus

[Justin @valley_hun]

@kitchen0x i want in

[Justin @valley_hun]

@nuget_0 still good price you think?