An automated tool to track trending WallStreetBets stocks and deliver insightful daily reports directly to Discord.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install wsb-digest
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 wsb-digest 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 WSB Digest?
WSB Digest is a specialized tool within the Openclaw Skills ecosystem designed for traders and financial enthusiasts who want to stay ahead of retail market sentiment. By tapping into the ApeWisdom API, it systematically monitors the r/wallstreetbets subreddit to identify which stocks are gaining traction, which are falling, and where the retail sentiment is shifting. This skill eliminates the need for manual scrolling through thousands of Reddit threads, providing a structured, data-driven overview of the most discussed tickers.
As part of the broader collection of Openclaw Skills, this automation focuses on delivery and readability. It includes logic to handle Discord's character limits by intelligently chunking long reports, ensuring you never miss a critical update due to technical constraints. It transforms raw social data into actionable intelligence delivered straight to your communication workspace.
WSB Digest Use Cases
- Monitoring retail sentiment for stocks like $SPY, $NVDA, and emerging meme stocks.
- Receiving automated morning and evening briefings on market trends via Discord.
- Identifying Fast Risers that have jumped significantly in ranking over the last 24 hours.
- Tracking new entries to the WSB top-trending list to spot early momentum and potential volatility.
How WSB Digest Works
- The skill triggers a Node.js script that connects to the ApeWisdom API to fetch the latest WallStreetBets data.
- It processes the raw JSON data to calculate rank changes, sentiment scores, and mention percentages.
- A formatted Markdown report is generated, highlighting the Top 15 stocks and specific Fast Risers.
- The script checks the report length and applies smart chunking if it exceeds the Discord 2000-character limit.
- Using the CLI, the processed messages are pushed to the designated Discord channel automatically.
WSB Digest Setup
Clone the repository into your local Openclaw Skills directory:
cd ~/.openclaw/workspace/skills
git clone https://github.com/mingkko/wsb-digest.git
Configure your Discord channel and binary path in scripts/wsb-digest-trigger.sh:
TARGET_CHANNEL_ID="your_discord_channel_id"
OPENCLAW_BIN=/path/to/your/openclaw
Set up a cron job for automated daily delivery using Openclaw Skills architecture:
crontab -e
# Example: Push at 09:00 and 21:00 daily
0 9,21 * * * /path/to/wsb-digest/scripts/wsb-digest-trigger.sh
WSB Digest Data Schema & Taxonomy
The skill organizes data using the following taxonomy for each stock ticker:
| Field | Description |
|---|---|
| Ticker | The stock symbol (e.g., $NVDA) |
| Mentions | Raw count and percentage change over time |
| Rank Change | Movement within the leaderboard (e.g., #45 to #3) |
| Upvotes | Total upvotes gathered for the ticker in relevant threads |
| Company Name | Metadata identifying the entity behind the ticker |
WSB Digest Advanced Features
- Smart Message Chunking: Automatically splits long reports to comply with Discord API limits without losing data.
- Configurable Ranking: Adjust the Top N number of stocks displayed by editing the core JavaScript logic.
- Custom Templates: Easily modify the output structure in the script to match your preferred reporting style.
- Error Resilience: Includes automatic retries for API fluctuations and local logging for troubleshooting Openclaw Skills execution.
SKILL.md
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