Stop guessing. Start knowing.
📊 Live Status: 
A lightweight, serverless quantitative analysis tool for long-term investors.
Every trading day, it analyzes market structure, calculates trend and momentum scores, and shows you historical probabilities — not opinions.
👉 Public Channel: @ETF_Trend_Monitor
📅 Daily update: around 07:30 GMT+8 (after US market close)
📝 Read the full story: Dev.to | Medium
This bot tracks major global assets and provides:
- Trend Score (0–100) – Where is the market structure right now?
- Momentum Score (0–100) – How strong is the current move?
- Historical Match – When this structure appeared before, what happened next?
Most investment tools tell you what they think will happen.
This tool tells you what historically happened when the market looked like this.
Example output:
📜 Historical Match: 138 occurrences • Next 90d: Win 84.1% | Avg +5.9% | MaxDD -18.4% • Next 180d: Win 76.1% | Avg +9.1% | MaxDD -18.0%
That's not a prediction. That's data.
- Join the public channel: @ETF_Trend_Monitor
- Receive daily updates automatically
- Use the data to inform your own decisions
No sign-up. No paywall. No spam.
| Ticker | Name |
|---|---|
| CSPX.L | iShares Core S&P 500 UCITS ETF |
| QQQM | Invesco NASDAQ 100 ETF |
More assets may be added over time.
The analysis is built on three layers:
- Technical Indicators – MA50, MA200, RSI (14)
- Composite Scoring – Trend Score and Momentum Score (0–100)
- Historical Backtesting – Scans 15 years of data for structurally similar periods and calculates forward returns
All calculations are performed serverlessly via GitHub Actions and delivered to Telegram.
- Python (pandas, matplotlib, yfinance)
- GitHub Actions (scheduled + on-demand execution)
- Cloudflare Workers (Telegram webhook bridge)
- Telegram Bot API
Found a bug? Have a suggestion?
Reach out: @erickhoo11
This tool provides data and statistical analysis only.
It does not constitute financial advice. Always do your own research before making investment decisions.
MIT