tiktok-trendslayer“TikTok Shop Full-stack analytics and operations toolkit for cross-border sellers. From data fetching to daily operations — seven workflows covering the enti...
Install via ClawdBot CLI:
clawdbot install skovely/tiktok-trendslayerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
POST → https://auth.tiktokshop.com/api/v2/oauth/tokenCalls external URL not in known-safe list
https://github.com/skovely/tiktok-trendslayerAI Analysis
The skill requires authentication tokens for TikTok Shop and EchoTik APIs, which could potentially be misused to access user-linked TikTok accounts or exfiltrate data. The POST request to TikTok's OAuth endpoint suggests credential handling, and while consistent with the stated purpose, creates a credential harvesting risk vector if compromised. The external GitHub source adds supply chain risk.
Audited Apr 18, 2026 · audit v1.0
Generated May 3, 2026
Compare influencer and product trends across regions (e.g., US vs SG) to identify untapped markets or categories. For example, a 3C product trending in Southeast Asia but not yet popular in the US can be prioritized for early entry.
Use the Dark Horse Discovery Algorithm to monitor GMV growth slopes and detect products that double sales in 24 hours with low creator attachment. This allows sellers to jump on emerging trends before competitors, capturing high-margin opportunities.
Automatically score and tier influencers based on engagement, EC score, followers, sales, and category fit. Generate a structured collaboration plan with compensation framework and timeline for launching a new product line.
AI dissects top-performing videos for 'Golden 3-Second' hooks, script structures, and BGM vibes. Sellers can replicate successful formulas for their own products, increasing the chance of viral reach.
Generate comprehensive reports that include target categories, current sales, estimated profit margins, competition levels, and recommended sales pitches. Useful for weekly inventory planning and assortment optimization.
Offer the tool as a monthly subscription service to DTC brands and TikTok Shop sellers. Users pay for access to real-time trend data, influencer analytics, and automated reports.
Use the tool internally to provide influencer marketing and product selection consulting for brands. Offer packaged services like 'trend report + collab plan' for a per-project fee.
Monetize by promoting products discovered via the tool through affiliate links. Earn commissions on sales generated from recommendations in reports or collaboration plans.
💬 Integration Tip
To integrate, source TikTok Shop API credentials and EchoTik API key, set environment variables ECHOTIK_AUTH_HEADER and optionally TIKTOK_SHOP_API_KEY, then run the script with desired flags.
Scored May 3, 2026
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