AI Bulls

Helping traders and investors apply AI in the financial markets.

[AI Bulls @aibullss]

Stop telling Claude to "act like a professional trader."

Connect it to real market data, actual rules, and watch what it can really do.

Here are 10 copy-paste prompts that had me feeling like Iron Man and Jarvis

BOOKMARK BEFORE I DELETE THIS:

[AI Bulls @aibullss]

Claude Opus 5 launched yesterday!

18 hours later, I turned it into an AI trading analyst.

Not by asking it for stock picks.

By forcing it to prove itself wrong.

MINOTAUR:

• Reads the original filings • Builds the bull and bear case • Scores conviction from 0 to 100 • Defines the exact event that kills the trade

Every AI trading guru sells P&L screenshots.

I'm giving away the system that makes the decisions instead.

Comment "MINOTAUR", follow @AIBullss, repost this, and join https://t.co/4wbSOtpllE.

I'll send you the complete trading framework, including the system prompt, 6 stage workflow, conviction model, and Kill Shot method.

[Claude @claudeai]

Introducing Claude Opus 5.

It's a thoughtful and proactive model that comes close to the frontier intelligence of Fable 5 at half the price.

[AI Bulls @aibullss]

Every trading prompt going viral right now tells Claude when to enter.

That's the copyable half. It was also never anyone's actual problem.

Nobody blows an account because RSI was set to 14 instead of 12. They blow it revenge entering 10 minutes after a stop out.

Your setup doesn't need better entries. It needs permission to tell you no.

So I built the opposite. 6 steps, paste into Claude Code, and it installs a gate on your own account:

> a rules file listing what disqualifies you, not what excites you
> a thesis template where invalidation is a required field, not something you fill in afterwards
> https://t.co/bYlyu4ESAW, which reads both and exits with an error if the trade breaks your rules
> a CLAUDE.md so any session you open in that folder loads the gate before it will discuss an entry

That last one is doing the real work.

A model that has merely been told your risk rules will still help you size 4% at 2am if you push hard enough. Rules sitting in CLAUDE.md load at startup, before your message does, and the gate is a script with an exit code rather than a vibe. It has to run the check and report the failure before it gets anywhere near sizing.

The validation step is inverted too. The version going around proves the setup works by fetching a BTC price, which only proves the pipe is connected. This one plants 3 bad trades and confirms all 3 get blocked.

Testing that a gate lets good things through tells you nothing.

Full prompt in the image. Copy it, then spend an hour swapping my blocked_states for yours. Everyone can clone a watchlist. Nobody can clone the list of ways you specifically lose money.

Follow @AIBullss if you want the rest of these builds.

Discord is in the bio. Bring your blocked_states list, I want to see what people actually block themselves from.

[AI Bulls @aibullss]

Every trading prompt going viral right now tells Claude when to enter.

That's the copyable half. It was also never anyone's actual problem.

Nobody blows an account because RSI was set to 14 instead of 12. They blow it revenge entering 10 minutes after a stop out.

Your setup doesn't need better entries. It needs permission to tell you no.

So I built the opposite. 6 steps, paste into Claude Code, and it installs a gate on your own account:

> a rules file listing what disqualifies you, not what excites you
> a thesis template where invalidation is a required field, not something you fill in afterwards
> https://t.co/bYlyu4ESAW, which reads both and exits with an error if the trade breaks your rules
> a CLAUDE.md so any session you open in that folder loads the gate before it will discuss an entry

That last one is doing the real work.

A model that has merely been told your risk rules will still help you size 4% at 2am if you push hard enough. Rules sitting in CLAUDE.md load at startup, before your message does, and the gate is a script with an exit code rather than a vibe. It has to run the check and report the failure before it gets anywhere near sizing.

The validation step is inverted too. The version going around proves the setup works by fetching a BTC price, which only proves the pipe is connected. This one plants 3 bad trades and confirms all 3 get blocked.

Testing that a gate lets good things through tells you nothing.

Full prompt in the image. Copy it, then spend an hour swapping my blocked_states for yours. Everyone can clone a watchlist. Nobody can clone the list of ways you specifically lose money.

Follow @AIBullss if you want the rest of these builds.

Discord is in the bio. Bring your blocked_states list, I want to see what people actually block themselves from.

[AI Bulls @aibullss]

AI is quietly replacing what used to take an entire Wall Street team.

One developer just open sourced an AI trading system that can:

• Research the market
• Find high conviction setups
• Test trading strategies
• Monitor portfolio risk

The best part?

It's completely free.

GitHub: https://t.co/BtoD4HORys

This is the kind of project that will look obvious in hindsight.

Bookmark this so you can come back to it.

Follow @aibullss for more AI tools that give you an unfair advantage.

And if you're serious about staying ahead, join our Discord through the link in our bio.

[AI Bulls @aibullss]

AI is quietly replacing what used to take an entire Wall Street team.

One developer just open sourced an AI trading system that can:

• Research the market
• Find high conviction setups
• Test trading strategies
• Monitor portfolio risk

The best part?

It's completely free.

GitHub: https://t.co/BtoD4HORys

This is the kind of project that will look obvious in hindsight.

Bookmark this so you can come back to it.

Follow @aibullss for more AI tools that give you an unfair advantage.

And if you're serious about staying ahead, join our Discord through the link in our bio.

[AI Bulls @aibullss]

Citadel pays 22 year olds $340,000 to do math.

The exact skills they use are free on GitHub:

1. Theory (14-lecture university course + code)
https://t.co/jAmONqk21f

2. Math (Black-Scholes, Heston, jump models from scratch)
https://t.co/x8aaUcul8S

3. Trading (150+ notebooks: data to backtested strategy)
https://t.co/Bhi2q9Rp0I

4. Toolbox (every quant library in one place)
https://t.co/A1yNLf6uMN

Bookmark this. You will need it.

I share resources like this daily in my Discord, join here:

https://t.co/iFbUwUgWX9

[AI Bulls @aibullss]

I really didn't want to share this. But fuck it...

I built an AI that watches the entire stock market for me, 24/7.

While other traders spend 8 hours a day staring at charts, this thing sweeps every ticker, ranks every setup, and pings my phone only when the top 1% shows up.

I wake up to a watchlist. Not a workload.

The system runs on 5 stages:

Scan: price, volume, momentum, trend, news
Filter: weak setups die here
Research: catalysts and context on survivors
Risk: what can go wrong, flagged upfront
Alert: only the best hit my phone

To be clear: this thing finds opportunities. Taking them is still my job.

But it means I start every day looking at 5 stocks instead of 5,000.

I'm dropping the full guide this week. The exact prompts, the workflow, everything to build it yourself. Free.

Here's how to get it:

Bookmark this
Like and follow @aibullss
Join the Discord, guide drops there first: https://t.co/4wbSOtpTbc

The market doesn't sleep. Now neither does my research.

[AI Bulls @aibullss]

I really didn't want to share this. But fuck it...

I built an AI that watches the entire stock market for me, 24/7.

While other traders spend 8 hours a day staring at charts, this thing sweeps every ticker, ranks every setup, and pings my phone only when the top 1% shows up.

I wake up to a watchlist. Not a workload.

The system runs on 5 stages:

Scan: price, volume, momentum, trend, news
Filter: weak setups die here
Research: catalysts and context on survivors
Risk: what can go wrong, flagged upfront
Alert: only the best hit my phone

To be clear: this thing finds opportunities. Taking them is still my job.

But it means I start every day looking at 5 stocks instead of 5,000.

I'm dropping the full guide this week. The exact prompts, the workflow, everything to build it yourself. Free.

Here's how to get it:

Bookmark this
Like and follow @aibullss
Join the Discord, guide drops there first: https://t.co/4wbSOtpTbc

The market doesn't sleep. Now neither does my research.

[AI Bulls @aibullss]

I really didn't want to share this. But fuck it...

I built an AI that watches the entire stock market for me, 24/7.

While other traders spend 8 hours a day staring at charts, this thing sweeps every ticker, ranks every setup, and pings my phone only when the top 1% shows up.

I wake up to a watchlist. Not a workload.

The system runs on 5 stages:

Scan: price, volume, momentum, trend, news
Filter: weak setups die here
Research: catalysts and context on survivors
Risk: what can go wrong, flagged upfront
Alert: only the best hit my phone

To be clear: this thing finds opportunities. Taking them is still my job.

But it means I start every day looking at 5 stocks instead of 5,000.

I'm dropping the full guide this week. The exact prompts, the workflow, everything to build it yourself. Free.

Here's how to get it:

Bookmark this
Like and follow @aibullss
Join the Discord, guide drops there first: https://t.co/4wbSOtpTbc

The market doesn't sleep. Now neither does my research.

[AI Bulls @aibullss]

Your AI can now legally trade stocks with your money while you sleep.

Robinhood just connected Claude, ChatGPT and Grok directly to brokerage accounts, and almost nobody noticed.

Here's the full setup in 2 minutes:

WHAT IT ACTUALLY IS

Robinhood built an MCP server (the open standard that lets AI agents take real actions, not just chat).

You connect your AI to it, open a dedicated "Agentic account," and your AI can now research, analyze and place trades inside that account.

WHAT YOUR AGENT CAN DO ONCE CONNECTED

• Build portfolios: "scan news and industry reports, build me a portfolio of under-the-radar AI supply chain tickers"

• Automate strategies: "buy $100 of X every time it drops 2%+ in a day"

• Rebalance: "shift my portfolio to 20% X and 80% Y"

• Risk analysis: "look at my positions and tell me what I'm exposed to"

• Market research: "pull news, sentiment and price action, build me a bull and bear case"

SETUP (CLAUDE DESKTOP)

1. Settings → Connectors → Add custom connector
2. Paste: https://t.co/djv1X5IkQT
3. Authenticate, and Robinhood prompts you to open your Agentic account

Claude Code is one terminal command. ChatGPT needs Developer Mode on. Works with anything that supports MCP.

THE FINE PRINT NOBODY READS

• The agent gets read access to ALL your accounts, but can only trade in the Agentic account
• If you give it permission to act without approval, it WILL place trades without asking
• Robinhood takes zero responsibility for agent losses. Every trade is on you.

My honest read: 95% of people will lose money handing an AI the keys. The 5% who use it for research and risk analysis only will get a real edge.

Autonomous AI trading just went from sci-fi to a settings menu.

Bookmark this before your timeline catches on.

[AI Bulls @aibullss]

https://t.co/RujLhxUEtB

[AI Bulls @aibullss]

TradingView never built an API.

So someone jailbroke the desktop app and handed the keys to Claude.

Now it reads your charts, writes your scripts, fixes its own code, and draws your levels while you watch.

This is what it looks like:

Bookmark this + Then join our Discord where we break down AI setups like this every week: https://t.co/4wbSOtpllE

[AI Bulls @aibullss]

Here's the github link: https://t.co/eSp9KvLiMa

[AI Bulls @aibullss]

TradingView never built an API.

So someone jailbroke the desktop app and handed the keys to Claude.

Now it reads your charts, writes your scripts, fixes its own code, and draws your levels while you watch.

This is what it looks like:

Bookmark this + Then join our Discord where we break down AI setups like this every week: https://t.co/4wbSOtpllE

[AI Bulls @aibullss]

Stop telling Claude to "act like a professional trader."

Connect it to real market data, actual rules, and watch what it can really do.

Here are 10 copy-paste prompts that had me feeling like Iron Man and Jarvis

BOOKMARK BEFORE I DELETE THIS:

[AI Bulls @aibullss]

You can build an AI trading bot with Claude in 10 minutes.

You can also drain your account in 10 seconds if you set it up the way everyone's teaching it.

Here's the safe way (5 steps):

Step 1. Understand what you're really building

Every AI trading setup has 3 parts, not 2:

→ The brain: Claude analyzes and strategizes
→ The hands: an MCP connection executes trades
→ The edge: your strategy and risk rules

Claude executes brilliantly. It doesn't magically know how to make money. That part is still on you.

Step 2. Stocks: use Alpaca's official MCP

Free, built by the broker itself, and it defaults to paper trading.

You test everything with fake money before a single real dollar is at risk.

Step 3. Connect it the RIGHT way (this is where everyone messes up)

Never paste your API key into the chat.

Your conversation history is not a vault.

Keys go into your MCP client's config file (the env block in Claude Desktop). Alpaca's own docs say the same thing.

30 extra seconds. Zero leaked keys.

Step 4. Crypto: lock down before you connect

Most exchange MCPs (Binance, Bybit, etc) are community-built, not official.

So before connecting one:

→ Create a fresh API key
→ Disable withdrawal permissions
→ Whitelist your IP

Now even if something goes wrong, nobody can move your funds.

Step 5. Know what you actually built

This is natural language trading, not a 24/7 bot.

Claude trades when you're in the chat telling it to. It's not watching charts at 3am.

Want real automation? Ask Claude to write you a Python script with your strategy and run it on a schedule. That's the actual bot.

I run this exact setup on paper trading. Test for 2 weeks minimum before going live.

Save this one. It's the version that keeps your money.

And if you want the exact setup I use (MCP config template + key security checklist + the prompts), i will shared it all in my Discord. Link in the replies.

[AI Bulls @aibullss]

Here's the Discord: https://t.co/D7YxIBOSKA

Free to join. I drop AI automation playbooks like this every week.

[AI Bulls @aibullss]

You can build an AI trading bot with Claude in 10 minutes.

You can also drain your account in 10 seconds if you set it up the way everyone's teaching it.

Here's the safe way (5 steps):

Step 1. Understand what you're really building

Every AI trading setup has 3 parts, not 2:

→ The brain: Claude analyzes and strategizes
→ The hands: an MCP connection executes trades
→ The edge: your strategy and risk rules

Claude executes brilliantly. It doesn't magically know how to make money. That part is still on you.

Step 2. Stocks: use Alpaca's official MCP

Free, built by the broker itself, and it defaults to paper trading.

You test everything with fake money before a single real dollar is at risk.

Step 3. Connect it the RIGHT way (this is where everyone messes up)

Never paste your API key into the chat.

Your conversation history is not a vault.

Keys go into your MCP client's config file (the env block in Claude Desktop). Alpaca's own docs say the same thing.

30 extra seconds. Zero leaked keys.

Step 4. Crypto: lock down before you connect

Most exchange MCPs (Binance, Bybit, etc) are community-built, not official.

So before connecting one:

→ Create a fresh API key
→ Disable withdrawal permissions
→ Whitelist your IP

Now even if something goes wrong, nobody can move your funds.

Step 5. Know what you actually built

This is natural language trading, not a 24/7 bot.

Claude trades when you're in the chat telling it to. It's not watching charts at 3am.

Want real automation? Ask Claude to write you a Python script with your strategy and run it on a schedule. That's the actual bot.

I run this exact setup on paper trading. Test for 2 weeks minimum before going live.

Save this one. It's the version that keeps your money.

And if you want the exact setup I use (MCP config template + key security checklist + the prompts), i will shared it all in my Discord. Link in the replies.

[AI Bulls @aibullss]

Stop telling Claude to "act like a professional trader."

Connect it to real market data, actual rules, and watch what it can really do.

Here are 10 copy-paste prompts that had me feeling like Iron Man and Jarvis

BOOKMARK BEFORE I DELETE THIS:

[AI Bulls @aibullss]

Stop telling Claude to "act like a professional trader."

Connect it to real market data, actual rules, and watch what it can really do.

Here are 10 copy-paste prompts that had me feeling like Iron Man and Jarvis

BOOKMARK BEFORE I DELETE THIS:

[AI Bulls @aibullss]

Save this thread before your next trade.

Follow me for more AI + trading content.

Join AlphaCartell for more setups, strategies, and real time trading insights: https://t.co/D7YxIBOSKA

Connect the MCP. Start trading.

You’ve got this. 💪

[AI Bulls @aibullss]

Stop telling Claude to "act like a professional trader."

Connect it to real market data, actual rules, and watch what it can really do.

Here are 10 copy-paste prompts that had me feeling like Iron Man and Jarvis

BOOKMARK BEFORE I DELETE THIS:

[AI Bulls @aibullss]

PROMPT 10: The Sunday Coaching Report

“Here's my full trade history for this week, pulled from my journal: [paste your entries, exits, size, P&L, screenshots, and any notes you left yourself].

Give me a real coaching report, not just a recap:
- Where's my actual edge; which setups or conditions am I genuinely profitable in
- What's the single mistake that cost me the most money this week, with the specific trade(s) as evidence
- Is there a setup I clearly like trading that's actually not making me money, even though it feels good to take
- What were my best trading windows this week versus times I probably should've stayed out entirely
- One specific, concrete thing to change next week, not five vague ones

Be direct with me, not encouraging. I want the real read.”

This one is something closer to an actual coach looking at your data with no ego involved.