Ripe Scanner

Free stock and crypto momentum scanner with social sentiment analysis. Scans S&P 500, Nasdaq 100, and crypto for momentum signals using RSI, EMA, Bollinger Squeeze, volume, and social sentiment from StockTwits and Reddit. Use when asked about momentum, hot stocks, ripe signals, social sentiment, market scanning, or stock screening.

Ripe Scanner — Free Momentum + Social Sentiment Scanner

Zero-cost, fully local momentum scanner covering 600+ stocks and 15 crypto assets. Combines technical scoring (RSI, EMA, Bollinger Squeeze, volume) with social sentiment (StockTwits + Reddit WSB). Tracks signal history for win rate verification.

No API keys required. No rate limits. Runs entirely on your machine.

Requirements

bash

pip install yfinance pandas numpy

Commands

All scripts: ~/.openclaw/workspace/skills/ripe-scanner/scripts/

Scan Top Signals

bash

python3 scripts/ripe-scan.py top [--limit 10] [--min-score 70] [--sentiment] [--no-crypto]

Ranked table of highest-scoring momentum signals across the full universe.

Individual Lookup

bash

python3 scripts/ripe-scan.py lookup TSLA NVDA BTC-USD

Full profile per ticker: score, technicals, sentiment breakdown, key drivers.

Social Sentiment Only

bash

python3 scripts/ripe-scan.py sentiment TSLA AAPL

StockTwits bull/bear ratio + Reddit WSB mention frequency and sentiment.

Market Pulse

bash

python3 scripts/ripe-scan.py pulse [--sentiment]

Bird's-eye market overview: badge distribution, top ripe signals, overbought warnings, biggest movers.

Score Changes (vs Previous Day)

bash

python3 scripts/ripe-scan.py changes

Detects newly ripe signals, big upgrades/downgrades, and score jumps vs the last snapshot.

Save Daily Snapshot

bash

python3 scripts/ripe-scan.py snapshot [--sentiment]

Saves today's scores to disk. Run daily (e.g., via cron) to build history for win rate tracking.

Signal History & Win Rate

bash

python3 scripts/ripe-scan.py history

Shows cumulative win rate for past "ripe" signals (1-day and 5-day returns).

Scoring System (0–100)

Component	Weight	Source
RSI (14) trend zone	20%	yfinance
EMA 20/50 alignment	20%	yfinance
Bollinger Squeeze	15%	yfinance
Volume surge vs 20d avg	15%	yfinance
52-week high proximity	10%	yfinance
Social sentiment	20%	StockTwits + Reddit

Badges

Badge	Score	Meaning
🍌 Ripe	80–100	Strong momentum + positive sentiment
🟡 Ripening	60–79	Building momentum, watchlist candidate
🟠 Overripe	80–100 (RSI>75)	Overbought — caution
⚪ Neutral	40–59	No clear signal
🔴 Rotten	0–39	Weak momentum + negative sentiment

Coverage

• Stocks: S&P 500 + Nasdaq 100 + popular watchlist names (~600)
• Crypto: BTC, ETH, SOL, BNB, XRP, ADA, DOGE, AVAX, DOT, MATIC, LINK, UNI, ATOM, LTC, NEAR
• Easily extensible — add tickers to WATCHLIST_EXTRA or CRYPTO_TICKERS in the script

Data Sources (All Free)

Source	Data	Rate Limit
yfinance	Price, volume, technicals	~2000 req/hr (batched)
StockTwits API	Bull/bear sentiment	No key needed, ~200 req/hr
Reddit JSON	WSB mentions + upvotes	No key needed, ~60 req/min

Performance

• Full scan (~600 tickers): 3–5 minutes (with sentiment for top 50)
• Individual lookup: ~5 seconds per ticker
• Results cached for 30 minutes at /tmp/ripe_scanner_cache.json

History & Snapshots

Daily snapshots stored in ~/.openclaw/workspace/memory/ripe_scanner/snapshots/. Signal log at ~/.openclaw/workspace/memory/ripe_scanner/signals_log.json.

Run snapshot daily to:

1. Save all scores to disk
2. Log "ripe" signals with entry prices
3. Enable changes command (vs previous day comparison)
4. Build win rate history over time

Example Output

text

🏆 TOP 5 MOMENTUM SIGNALS
Symbol     Score Badge               Price       1d       5d   RSI  Sent
------------------------------------------------------------------------
 $MU          94 🍌 ripe         $  426.13   +5.1%   +9.4%    51   100
          ↳ Price above EMA20 & EMA50, Bollinger Squeeze, RSI 51 healthy
 $XOM         91 🍌 ripe         $  156.12   +1.7%   +3.8%    61   100
          ↳ Uptrend confirmed, Squeeze detected, Near 52-week high
₿$BTC-USD    78 🟡 ripening     $67432.10   +2.3%   -1.2%    55    72
          ↳ RSI 55 healthy momentum, Strong bullish social sentiment

Tips

• Use --sentiment flag on top and pulse for more accurate scores (adds ~2 min)
• Without --sentiment, social score defaults to 50 (neutral) — technicals only
• Use --no-crypto to exclude crypto assets from scans
• Schedule python3 ripe-scan.py snapshot --sentiment via cron for daily tracking
• Compare with changes to catch breakout transitions early

License

MIT — free for personal and commercial use.