EDUCATIONAL DISCLAIMER: All materials, code, and reports are published solely for computer science research and on-chain protocol analysis education. Nothing on this website constitutes financial, investment, or trading advice. We make zero promises of monetary profits. Cryptocurrency token markets carry catastrophic risk of complete loss.
PHASE 2 • CODE TEMPLATES
PHONE-OPTIMIZED
ZERO COMMISSIONS
$27.00
USD • One-Time Payment
The Bot Builder Starter Kit
5 Clean Python Templates for Streaming Feeds, DEX Lookups & Bonding Math
Included in the Starter Kit Zip (Templates Only):
- 📦 1. pumpportal_listener_template.py: Live WebSocket listener for token creation stream (read-only, no wallet, no keys).
- 📦 2. dexscreener_lookup.py: Public REST API query for token price, liquidity & volume (zero API keys required).
- 📦 3. numpy_classifier_skeleton.py: NumPy feature matrix & logistic scoring skeleton with training TODOs.
- 📦 4. bonding_curve_reader.py: Mathematical reader for constant product (x * y = k) & DEX migration progress.
- 📦 5. README_START_HERE.md: Mobile Termux quickstart guide, execution order, and strict paper-only safety rules.
EDUCATION INVARIANT: These files are educational coding templates for data study only. They contain NO private keys, NO wallets, and NO live trade execution code. Paper trading only.
🔒 256-Bit SSL Encrypted
📱 Phone-First Compatible
🛡️ 30-Day Money-Back Guarantee