A powerful tool to monitor Reddit communities for trending stock tickers and retail sentiment shifts.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install apewisdom
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install apewisdom using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is ApeWisdom Reddit Sentiment Scanner?
The ApeWisdom Reddit Sentiment Scanner is an essential addition to Openclaw Skills designed for traders and analysts who want to stay ahead of retail market trends. By leveraging the ApeWisdom API, this skill programmatically scans high-activity subreddits like r/wallstreetbets and r/stocks to identify which tickers are gaining traction.
It provides a technical edge by quantifying social volume, allowing users to distinguish between steady noise and genuine momentum spikes in the retail trading landscape. This makes it an invaluable utility for anyone looking to incorporate social sentiment into their data-driven investment strategies.
ApeWisdom Reddit Sentiment Scanner Use Cases
- Identifying meme stocks before they reach peak mainstream awareness.
- Monitoring sentiment shifts in r/wallstreetbets for specific stock symbols.
- Tracking crypto chatter across major blockchain-focused subreddits like r/all-crypto.
- Filtering for high-momentum tickers with the largest 24-hour mention increases to find breaking opportunities.
How ApeWisdom Reddit Sentiment Scanner Works
- The user executes the Python-based scanning script with optional sorting or filtering parameters.
- The skill connects to the ApeWisdom API to fetch real-time mention data from selected subreddits.
- The system calculates momentum by comparing current mentions against the previous 24-hour period.
- The results are aggregated and displayed as a structured list containing ticker symbols, upvotes, and percentage changes for immediate analysis.
ApeWisdom Reddit Sentiment Scanner Setup
To integrate this into your environment, ensure you have the necessary script access within the Openclaw Skills directory structure. Use the following commands to run the scanner:
# Basic scan for top 20 mentions
python skills/apewisdom/scripts/scan_reddit.py
# Find stocks with the biggest 24h increase in mentions
python skills/apewisdom/scripts/scan_reddit.py --sort spike
# Filter for specific subreddits (e.g. WallStreetBets)
python skills/apewisdom/scripts/scan_reddit.py --filter wallstreetbets
ApeWisdom Reddit Sentiment Scanner Data Schema & Taxonomy
The skill organizes data into a structured output format for easy parsing or visualization within Openclaw Skills:
| Field | Description |
|---|---|
| ticker | The stock or crypto symbol identified on Reddit. |
| mentions | Total count of mentions in the last 24 hours. |
| mentions_24h_ago | Volume of mentions in the previous 24-hour window. |
| change_pct | The percentage increase or decrease in conversation volume. |
| upvotes | Cumulative upvotes across all posts mentioning the ticker. |
ApeWisdom Reddit Sentiment Scanner Advanced Features
- Support for specific subreddit filtering including WallStreetBets, SPACs, and crypto communities.
- Specialized momentum detection sorting to isolate breaking trends and filter out low-volume noise.
- Multi-category support for filtering across diverse retail investor interests.
- Seamless integration as a data provider for broader Openclaw Skills automated trading or research workflows.
SKILL.md
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