Case Study: The Trading Bot
How our agent became a Wall Street morning person
This is the story of how we built a bot that wakes up at 6 AM every day, scans what Wall Street Twitter is feeling, and produces a structured trading plan — before we even open our eyes. It runs on Discord, but we'll show you how to deploy it on every platform.
The Problem We Solved
Every morning before market open, traders do the same thing: check Twitter for sentiment, look at overnight price action, identify key levels, and make a plan. This takes 30-60 minutes of scrolling, reading, and note-taking. Most people skip it because they're tired, rushed, or just lazy.
Our agent does it in 6 minutes. Every single day. Without complaining about being tired.
The Complete Architecture
Why Social Sentiment Is Your Edge
Charts show you what happened. Social sentiment shows you what people feel about what happened — and that gap between reality and emotion is where the money is.
When Twitter is screaming "CRASH!" but price is holding support? That's a setup. When everyone is euphoric at resistance? That's a warning. Your agent reads the room so you don't have to.
- • "Everyone is short" → potential squeeze
- • Unusual volume of bearish tweets → capitulation close?
- • Multiple accounts mentioning same level → key zone
- • Silence after big move → uncertainty = range day
- • Random accounts with no track record
- • Crypto-only traders commenting on ES
- • Spam bots and pump-and-dump promoters
- • Emotional rants with no analysis
The Exact Cron Setup
openclaw cron add \ --name "Trading Plan" \ --cron "0 6 * * 1-5" \ --tz "America/Chicago" \ --session isolated \ --message "Generate today's trading plan for S&P 500 futures ($ES). CRITICAL: Output full analysis. Do NOT summarize. 1. Search Twitter for '$ES_F', '$SPX', 'futures' — last 4 hours. 2. Search for overnight news: FOMC, CPI, earnings. 3. Identify social sentiment: bullish/bearish/neutral. 4. Pull yesterday's key levels from memory. Output format: # 📅 Trading Plan — [Date] ## 🌡️ Sentiment: [Bullish/Bearish/Neutral] [2-3 sentence summary of what Twitter is saying] ## 📰 Events Today [Any economic events, earnings, or catalysts] ## 🎯 Key Levels - **Resistance 1:** [Level] — [why it matters] - **Resistance 2:** [Level] — [why it matters] - **Support 1:** [Level] — [why it matters] - **Support 2:** [Level] — [why it matters] - **Pivot:** [Level] ## 🐂 Bull Scenario If we hold above [Level], look for [Target]. Trigger: [What confirms the move] ## 🐻 Bear Scenario If we break below [Level], look for [Target]. Trigger: [What confirms the move] ## ⚠️ Risk Factors [What could invalidate both scenarios]" \ --model "sonnet" --announce \ --channel discord --to "channel:YOUR_CHANNEL_ID"
Real Output Example
📅 Trading Plan — Friday, Feb 21
🌡️ Sentiment: Cautiously Bullish
Twitter consensus is "buy the dip" after yesterday's selloff. Multiple accounts noting 6040 held perfectly. However, OPEX today adds uncertainty — expect choppy price action until 2 PM.
🎯 Key Levels
- • R2: 6095 — Weekly high, likely to reject first touch
- • R1: 6070 — Yesterday's VPOC, strong magnet
- • S1: 6040 — Held 3x this week, bull/bear line in the sand
- • S2: 6010 — Below here, bulls in serious trouble
🐂 Bull: Hold 6040, target 6070 → 6095. Trigger: 15-min close above 6055.
🐻 Bear: Lose 6040, target 6010 → 5985. Trigger: 2 consecutive 5-min closes below 6035.
⚠️ Risk: OPEX pin risk. Don't chase moves between 1-3 PM. Max pain at 6060.
🔌 Platform Delivery: Where Should It Post?
The beauty of this system is that the analysis is platform-agnostic. The cron job generates the content, then you just change the delivery target. Here's how to deploy on every major platform:
Discord (Recommended for Communities)
Best for: building a subscriber community, threaded discussion on each plan.
# In your cron config, set: --channel discord --to "channel:YOUR_CHANNEL_ID" # Pro tip: Create a dedicated #daily-plan channel # Set it as read-only for subscribers, post-only for bot # Members can discuss in a thread under each post
Telegram (Best for Mobile-First Users)
Best for: traders who want instant push notifications on their phone.
# In your cron config, set: --channel telegram --to "chat:YOUR_GROUP_ID" # Telegram advantages: # - Instant push notifications # - Clean formatting with bold/italic # - Pin the daily plan so it's always visible # - Users can set custom notification sounds # - Bot can send silent messages at night
Slack (Best for Teams/Offices)
Best for: prop trading desks, trading groups, internal teams.
# In your cron config, set: --channel slack --to "#trading-plan" # Slack advantages: # - Thread discussions per plan # - Integrate with other Slack bots (TradingView alerts, etc.) # - Custom emoji reactions for voting (🐂 vs 🐻) # - Scheduled messages + reminders
WhatsApp (Best for Small Private Groups)
Best for: friend groups, small mastermind circles, personal delivery.
# In your cron config, set: --channel whatsapp --to "group:YOUR_GROUP_JID" # WhatsApp tips: # - No markdown tables! Use bullet lists only # - Keep plans shorter (WhatsApp truncates long messages) # - Great for personal "send it to my phone" use case # - Limited formatting — use **bold** and emoji for structure
Email (Best for Premium Newsletters)
Best for: paid newsletter subscribers, professional distribution.
# Use a webhook delivery to your email service: --delivery webhook --to "https://api.buttondown.email/v1/emails" # Or use the agent's email tool: --message "... [analysis] ... Then email the plan to newsletter@yourdomain.com with subject 'Daily Trading Plan - [Date]'" # Email advantages: # - Professional formatting with HTML # - Easy to monetize ($19/mo Substack, Buttondown, etc.) # - Lands in inbox — no app switching # - Archive of every plan for backtesting
Twitter/X (Best for Building an Audience)
Best for: growing a following, establishing credibility, attracting subscribers.
# Add a second cron job that posts a teaser: --cron "0 7 * * 1-5" --message "Post a tweet summarizing today's trading plan. Include: - Sentiment (one word) - One key level to watch - Bull/bear one-liner End with: 'Full plan in the community. Link in bio.' Keep it under 280 characters. Make it punchy." --channel twitter
Common Mistakes
ES, Gold, and Crypto have totally different dynamics. Customize the sentiment sources and level calculations for each instrument.
90% of fintwit is noise. Tell your agent to prioritize accounts with 10k+ followers, or maintain a curated list of trusted handles in your knowledge base.
Futures are closed Sat-Sun. The 1-5 in the cron expression means Monday-Friday only. Don't waste API calls on empty markets.
Add a nightly cron that saves the day's key levels to memory/trading/levels.md. Tomorrow's agent needs yesterday's data.
Monetization Strategies
Free tier gets delayed plans (1hr late). Paid members get real-time delivery + discussion threads + Q&A access.
Daily plans + weekly performance review + monthly strategy deep-dive. 100 subs = $1,900/mo from a $3/mo bot.
Post free teasers to build audience. Funnel followers into paid Discord/newsletter. 1000 followers → ~30 paid conversions.
Revenue at 50 subs ($19/mo): $950/month
Revenue at 200 subs ($19/mo): $3,800/month
Your daily time investment: 0 minutes (it's fully automated)
That's not a side hustle. That's a business with 99.7% margins.
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