里哥_美股｜Crypto

US Stocks & Crypto Trader📈
交易不是賭博, 是機率與心態的博弈
專注於交易心理｜嚴格執行風控 紀錄我的真實交易邏輯
🚫 Not Financial Advice

[里哥_美股｜Crypto @eric__invest]

交易員的最終試煉，不是技術，是對抗人性。

在穩定獲利之前，你必須經歷：

Ego 的粉碎： 承認自己無法預測市場。
慾望的戒斷： 戒掉 FOMO 與過度交易。
心態的重塑： 接受「慢」，才能「穩」。

當你不再因為錯過行情而焦慮，不再因為停損而痛苦， 你就贏了自己，才能在市場中存���。

[Roan @RohOnChain]

this is the most DANGEROUS thing on internet today

i built an open library of PROFITABLE trading strategies, every single one FULLY BACKTESTED on real market data over the years

made it 100% FREE for everyone along with its COMPLETE codebase

here’s what you get with every strategy:

> full backtest results with a clean dashboard
> return, CAGR, Sharpe ratio, max drawdown, win rate & profit factor
> exact Python code to verify every number yourself
> trend following, momentum, mean reversion, breakouts & market-neutral
> stocks, ETFs, FX & futures, from daily charts down to 1-minute bars

you can turn any strategy into a live 24/7 TRADING BOT in minutes & i’ve added the FULL step up guide too

it connects to Alpaca, Interactive Brokers or OANDA, starts on paper trading & comes with risk limits & a kill switch built in

i will keep adding more strategies to the library, save it

Steal this before everyone starts using it:

[Sarvesh Shrivastava @bloggersarvesh]

https://t.co/KFkkCWNM4V

[Thorsten Ball @thorstenball]

Finally summarized what I've been sending to friends in DMs https://t.co/rnf3M16NzI

[govin.eth | G哥 @goan999999]

https://t.co/88HtD9G4Xv

[INSIDER @x_insider4]

$500 → $11,101 in 5 days.

my Grok memecoin desk got a 7th seat: Jev. it can't talk. it answers 4 closed questions with probabilities, and nothing gets bought below the gate.

full setup below. save it. https://t.co/bGgKAjWZ8S

[INSIDER @x_insider4]

THIS SHOULDN'T WORK.

My Grok Bot didn't take a single trade for the first 2.5 hours.

By 9am it had turned $280 into $3,412.

I gave it one prompt focused on not blowing the stack and went to sleep.

I didn't loosen a single rule.
I didn't override a single decision.
The only thing I touched was Ctrl+V.

At midnight the notification said: 1,112 pairs scanned, 0 traded. "Filter killed everything that failed the rules." The first trade came around 1:30am, 8% of the stack.

Here's what the desk actually did under strict RM:

→ SCOUT scanned 10,214 pairs on https://t.co/w8OApp4r4n and Raydium
→ FILTER killed 98% (mint, LP, holders, volume, dev wallet)
→ ANALYST scored the 204 survivors, anything under 0.6 died
→ EXECUTOR entered at 8% of the stack, every single time
→ RISK cut losers at -6% and trailed winners after +12%
→ LOGGER wrote the reason for every single move

38 trades.
26 green. 12 red.
Biggest single win: +$810.
Biggest single loss: -$37.
Zero trades broke the position size.
Zero trades ran past the stop.

$280 → $388 → $1,395 → $2,942 → $3,412

The exact prompt I used:

Build me a fully autonomous Solana memecoin trading desk that prioritizes capital preservation. Create 6 specialized agents with hard handoffs (Scout, Filter, Analyst, Executor, Risk, Logger).
Scout scans new pairs on https://t.co/w8OApp4r4n and Raydium in real time.
Filter must kill anything that fails: mint not revoked, LP not locked, top 10 holders >20%, volume under $50k last hour, dev wallet connected to previous rugs.
Analyst scores every survivor from 0 to 1. Under 0.6 = no trade.
Executor can only trade what passed every filter. Maximum 8% of current balance per trade. Never more.
Risk sets hard stop at -6% and trails winners only after +12%. No averaging down. No revenge trades.
Log the reason behind every trade and every rejection.
Build a clean live terminal with balance, agent activity, and equity curve.
Paper first, then live. Run overnight and give me the full recap in the morning. No code from me.

I pasted it.
I went to bed.
I woke up to $3,412 and the stack still intact.

Full agent configs and terminal setup are below ↓

Bookmark this before you open another chart tonight.

[Dmitro Cashback @DmitroCP]

https://t.co/y6QtCvmwgd

[Miles Ma @miles_mazy]

https://t.co/SMlDaVDqXv

[Argona @Argona0x]

HOLY SH*T. i made my first $10,000 with Grok Bot. THANKS ELON

for months i kept asking myself one thing: how do i build income that runs without me

so i sat down with Grok Bot and we went through dozens of ways to make money

most of them needed clients, time or luck

the fastest one needed none of that: a trading bot on polymarket

so we reverse engineered every crypto bot that prints there

why crypto:
→ a new "Bitcoin up or down" market opens every 5 minutes, 288 a day
→ the Bitcoin price is public, no insider info needed
→ every bet settles in 5 minutes, so you see what works fast

we spent weeks building the strategy together. this is what we ended up with:

→ only the 5-minute Bitcoin markets
→ it waits until about 2 minutes are left
→ Bitcoin is only $10 from where the window started, yet the losing side already sells for 20-40¢
→ it buys that cheap side. it still wins 44% of the time
→ when one side really pulls ahead, it buys the leader near 50¢
→ it rarely pays above 70¢, about 1 buy in 10
→ it skips 7 windows out of 10. $14 a bet, up to $170 on the strongest calls

23 days since we switched it on:

→ +$10,774
→ green 20 days out of 21
→ worst day: -$31
→ 6,692 trades, still running right now

honest part: before we put real money in, we ran it on paper for a week and every version bled. it bought the cheap side every single window and the fees ate everything

want the same setup? this is how mine is built:

→ Scout reads the Chainlink price these markets settle on and works out each side's real chance
→ Trader places the bets on its own, only when a side is 5+ points too cheap after the fee
→ Risk reads every trade each morning and pauses everything after 3 red days in a row
→ Grok Bot routines are too slow for 2-minute calls, so Builder wrote the terminal that actually trades. it runs 24/7 on a $6/month server and talks to Polymarket directly

paste this into Grok Bot to start:

"build me a Polymarket team for the 5-minute "Bitcoin Up or Down" markets: Scout, Trader, Risk and Builder. Scout reads the Chainlink BTC/USD price the markets settle on and works out each side's real chance. Trader flags any side 5+ points too cheap after the fee, never above 70¢, size $15. Risk reviews the log every morning. Builder writes a small terminal for a cheap server so it reacts in seconds. run it on paper first and switch Trader to real bets only after a green week"

full Grok Bot setup in the article below, my wallet in the reply ↓

i'm already building the next bot for another polymarket niche. follow so you don't miss the wallet when it goes live

[Argona @Argona0x]

https://t.co/zdCESaoy7V

[Chasen @chasen_liao]

以后再也不用请家教了！🤐

港大 HKUDS 开源了一个 AI 私教，叫 DeepTutor，GitHub 已经 4.3 万 star

它不是那种问一道答一道的聊天框
把课本、讲义、笔记丢进去，它就围绕你自己的资料来讲
讲题、出题、做深度研究、画可视化讲解，全在同一个工作区里

最狠的是它会记住你学到哪了
换个会话，进度和错题也接得上
记忆还拆成三层，原始记录、每个场景的要点、对你的整体画像，都能打开看，也能自己改

看���课也能用，B 站和 YouTube 链接贴进去，哪一秒没听懂就问哪一秒

装起来就三行
pip install -U deeptutor
deeptutor init
deeptutor start

懒得配的话，直接把仓库丢给 Claude Code 或 Codex，它根目录有一份 SKILL.md，agent 读完就能自己帮你装好

算一笔账就知道了

以前我去给别人上家教，两个小时 200 块
现在一个月的 Plus 都不用 200 块，随时想问就问，而且还很有耐心

AI 第一个冲击的就是教育行业啊😱

传送门 👉 https://t.co/dldRQXZhQs

[bodila @51bodila]

Finally... AI trading system that I trust with my money

Built on Jane Street’s rules, the firm behind ~10% of US stocks

6 GrokBot + Opus 5.5 agents find, test and kill trades 24/7 while you sleep

In this article, I show you how to build it: https://t.co/hy4QwGEBHR

[Huan @Huanusa]

台湾发言人段位真高，中国战狼发言人质疑了一下新台币不再印孙中山像是在去中国化，台湾发言人四两拔千斤，把中共的祖坟都刨了，难怪中共要建防火墙的……

[American AF 🇺🇸 @iAnonPatriot]

Europe told us diversity was our strength.. then Poland went the other way and left France and the UK in the dust.

This is Kraków, Poland in 2026. Packed, clean streets, families out at night, and nobody clutching their bags.

Poland told the EU NO on mass non-European migration and won an exemption from Brussels' relocation scheme. France and the UK opened the floodgates instead.

The UK had 48,774 knife crimes last year, about 134 every single DAY. France now ranks as the LEAST safe country in Europe on Numbeo. Kraków scores 75 for safety, while Paris sits at 42 and London at 44.

One country protected its people. The others imported their problems — be like Poland.

[Roan @RohOnChain]

if you want to build an AI trading system from scratch, start with this article

you will end up with real market data, real backtests and a bot that trades for you 24/7 https://t.co/7bOgT1HCZf

[Roan @RohOnChain]

this is the most DANGEROUS thing on internet today

someone built an AI that reads candlestick charts the way GPT reads English & released it for 100% FREE

i just connected it to my TradingView setup with opus 5.5 & now my AI trading system reads every candle & predicts the next market move BEFORE it happens (ACCURATELY)

first understand how KRONOS works:

> LLMs like ChatGPT or Claude turn words into tokens & predict the next word
> Kronos turns every candle into tokens & predicts the NEXT CANDLE
> it is pre-trained on 12 BILLION candles

here is how to build the full system for FREE:

1. open Claude Code with Sonnet 5.5 and ask it to clone the Kronos repo and set everything up, it handles the install for you

2. now switch to opus 5.5 and give prompt to load Kronos-small from Hugging Face, it runs on any normal laptop (i am running on my MAC M5 pro)

3. it will pull the same candles you see on TradingView from Binance’s free public API, any coin, any timeframe, open, high, low and volume, no account needed

4. ask Opus 5.5 to feed Kronos the last 512 candles and predict the next 24, exactly like asking an LLM to finish a sentence

5. set sample_count to 100 so Kronos draws 100 possible futures instead of one guess, the spread between them shows how risky next move really is

6. let Opus read the market regime from those futures, most paths pointing the same way means TRENDING, paths scattered both ways means CHOPPY

7. have Opus turn the forecast and the regime into clear entry, exit and stop rules, then backtest them on a year of history with real fees and slippage

8. then plot Kronos’s predicted path next to real candles using TradingView’s free Lightweight Charts library & watch it for a few days before you trust it

9. paper trade it first, then let Opus wire up Telegram bot so your phone pings the moment a high confidence trending setup forms

if you want to build an AI trading system from scratch, start with this article below:

[矢口雨云 @zhiyun114514]

这推特神了

[🎃 Amos 🎃 @AmosFromWV]

The EU told Poland it HAD to take in immigrants and Poland told the EU to go fuck itself.

Tonight Poland is not on fire.

[Claudio Zanetti @zac1967]

Ohne X würden Millionen von Menschen glauben, es gehe in Frankreich um einen Schülerprotest...

[Tousi TV @TousiTVOfficial]

🇫🇷 BREAKING: Emmanuel Macron has blamed the riots in France on President Trump

In latest address on French TV, Macron claimed the rioters are protesting because of the high oil prices caused by Trump's war in Iran.

He refused to take responsibility for pushing mass migration.