tiktok-trend-slayer

What This Skill Does

TikTok 选品猎手 (TikTok Trend Slayer) is a specialized AI agent skill designed for e-commerce professionals, dropshippers, and social media marketers. It automates the complex process of market research on TikTok by integrating with TikTok Shop and EchoTik APIs to monitor performance metrics. The skill identifies high-growth products, tracks GMV growth, and performs deep-dive analysis on video hooks and content structures to explain why certain items go viral. It goes beyond simple data tracking by offering intelligent creator matching, pinpointing KOCs (Key Opinion Consumers) who are the best fit for specific product categories based on engagement rates and niche verticality.

Installation

To integrate this skill into your OpenClaw environment, ensure you have the curl and jq utilities installed on your system. You will need to obtain API keys from TikTok Shop and EchoTik, then export them as environment variables TIKTOK_SHOP_API_KEY and ECHOTIK_TOKEN. Run the following command in your terminal: clawhub install openclaw/skills/skills/anandaely/tiktok-trendslayer After installation, ensure the skill directory has executable permissions for the bash scripts provided.

Use Cases

1. Trend Identification: Automatically scan the marketplace for the top 5% of products by GMV growth to get ahead of market saturation.
2. Black Horse Hunting: Identify 'Black Horse' products—SKUs that have seen their 24-hour sales volume double—to capitalize on emerging trends before they hit the mainstream.
3. Influencer Collaboration: Generate a curated list of high-engagement, mid-tier creators (1K-100K followers) that fit your product’s specific niche.
4. Content Strategy: Get actionable insights into successful video hooks and viral keywords that you can reuse for your own organic or paid ad content.

Example Prompts

• "Hey OpenClaw, analyze the Beauty category over the last 7 days and give me a list of top 5 rising products along with potential KOC partners for each."
• "Search for any new 'Black Horse' products in the 3C Digital category that have experienced a sudden spike in sales within the last 24 hours."
• "I'm launching a new home decor item; can you find creators with over 5% engagement rate who specialize in home organization and generate a partnership pitch for them?"

Tips & Limitations

• Proactive Monitoring: Set up a cron job as described in the documentation to ensure you receive daily insights at 8:00 AM, allowing for faster decision-making.
• Data Accuracy: Always cross-reference the estimated_profit calculations with your actual supply chain costs, as API data represents market averages.
• Limitations: The skill relies on external API reliability; if EchoTik or TikTok APIs experience downtime, data refresh rates may be impacted. Ensure your API keys are updated periodically to avoid authentication errors.