apewisdomScan Reddit for trending stocks and sentiment spikes using the ApeWisdom API (free). Use this to find "meme stocks", retail momentum, and sentiment shifts on r/wallstreetbets.
Install via ClawdBot CLI:
clawdbot install stuhorsman/apewisdomScan Reddit (r/wallstreetbets, r/stocks, etc.) for trending tickers and sentiment spikes.
This skill uses a Python script to fetch live data from ApeWisdom.
Get the top 20 most discussed stocks right now.
skills/apewisdom/scripts/scan_reddit.pyFind stocks with the biggest 24h increase in mentions (ignoring low volume noise). This is the best way to find "breaking" meme stocks like $SNDK.
skills/apewisdom/scripts/scan_reddit.py --sort spikeFilter by specific communities.
# WallStreetBets only
skills/apewisdom/scripts/scan_reddit.py --filter wallstreetbets
# SPACs
skills/apewisdom/scripts/scan_reddit.py --filter SPACs
# Crypto
skills/apewisdom/scripts/scan_reddit.py --filter all-cryptoticker: Stock symbolmentions: Mentions in the last 24hmentions_24h_ago: Mentions in the previous 24h periodchange_pct: Percentage increase/decrease in chatterupvotes: Total upvotes on posts mentioning the tickerGenerated Mar 1, 2026
Retail traders and day traders use this skill to identify emerging meme stocks and sentiment spikes on Reddit, particularly from r/wallstreetbets, to capitalize on short-term momentum and retail-driven price movements before they become mainstream.
Hedge funds and quantitative analysts integrate this skill to monitor retail investor sentiment and chatter trends, helping them gauge market sentiment shifts, detect potential volatility, and adjust strategies based on social media-driven stock movements.
Financial journalists and content creators use this skill to track trending stocks and sentiment changes on Reddit, generating timely articles, reports, or social media content about meme stocks and retail investment trends for their audiences.
Brokerage firms and fintech platforms employ this skill to monitor high-volume mentions and sentiment spikes, identifying stocks with elevated retail interest to manage risk, set margin requirements, or flag potential market manipulation.
Researchers and academics in finance or economics use this skill to collect data on Reddit-driven stock trends, analyzing correlations between social media chatter and market performance for studies on behavioral finance and crowd psychology.
Offer a premium API or dashboard that provides real-time Reddit sentiment data and trending stock alerts to traders, hedge funds, and media outlets, with tiered pricing based on data frequency and advanced analytics features.
Provide a free basic version of the skill for individual traders to scan top mentions, while charging for advanced features like spike detection, historical data, or integration with trading platforms, monetizing through upgrades and in-app purchases.
Partner with financial institutions, brokerages, or fintech apps to embed this skill into their platforms, offering customized sentiment analysis and alerts as a value-added service, with revenue from licensing fees or per-user charges.
💬 Integration Tip
Integrate this skill with trading bots or alert systems by parsing the JSON output from the scripts to trigger automated actions or notifications based on sentiment spikes.
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