apewisdom

What This Skill Does

The ApeWisdom Reddit Scanner is a high-frequency intelligence tool designed for OpenClaw agents to monitor retail investor sentiment in real-time. By connecting directly to the ApeWisdom API, this skill tracks ticker mentions across popular finance-focused subreddits such as r/wallstreetbets, r/stocks, and various cryptocurrency communities. It identifies, quantifies, and ranks social momentum, allowing agents to distinguish between established blue-chip discussions and sudden, volatile 'meme stock' explosions. The tool provides structured data points including mention counts, 24-hour growth percentages, and aggregate upvote scores, enabling sophisticated sentiment analysis without the need for manual browsing.

Installation

To integrate the ApeWisdom Reddit Scanner into your OpenClaw environment, execute the following command in your terminal:

clawhub install openclaw/skills/skills/stuhorsman/apewisdom

Ensure that your OpenClaw instance has appropriate network permissions to interact with the ApeWisdom API endpoints, as the skill performs live data fetching upon execution.

Use Cases

This skill is highly effective for retail traders and analysts looking to capture early-stage market trends. Use it to:

• Identify breakout momentum: Spot tickers that are experiencing a sudden surge in discussion volume before they reach mainstream financial news cycles.
• Sentiment Monitoring: Track the shift in community perception toward specific tickers by comparing current mention rates against historical 24-hour benchmarks.
• Niche Analysis: Segment data to monitor specific sectors, such as tracking all-crypto volatility or specialized SPAC discussions separately from general market sentiment.
• Algorithmic Triggering: Feed the output of the scan into other OpenClaw data analysis modules to generate automated alerts when a ticker hits a specific growth threshold.

Example Prompts

1. "Scan r/wallstreetbets for the top 5 stocks with the highest 24-hour growth and summarize the sentiment."
2. "I am tracking crypto trends; use the apewisdom skill to list the most discussed cryptocurrencies in the last 24 hours."
3. "Is there any unusual momentum for ticker $SNDK today? Run a spike scan and let me know how it compares to yesterday's volume."

Tips & Limitations

• Data Lag: While ApeWisdom provides near-real-time data, remember that Reddit sentiment is inherently volatile and can be manipulated by bots; verify findings with secondary sources.
• Volume Noise: When performing general scans, prioritize the --sort spike flag to filter out low-volume tickers that may distort your analysis.
• Rate Limits: Be mindful of your API usage if you have automated this skill to run on a frequent cron schedule to ensure consistent performance.