topic-distribution-checker
CommunityEnsure feed diversity, prevent topic monopolies.
Data & Analytics#data integrity#signal analysis#content audit#merchandising#topic distribution#feed diversity
AuthorBruceTyndall
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill prevents a single topic from dominating content within a specific vertical, ensuring a diverse and engaging user experience by identifying and flagging topic over-concentration.
Core Features & Use Cases
- Audits Topic Concentration: Queries live data to calculate topic percentages per vertical.
- Enforces FEED-MERCH-09: Flags verticals where any topic exceeds 40% of signals.
- Identifies Coverage Gaps: Checks for missing essential topics like 'safety' or 'regulatory'.
- Use Case: If a "beauty brand" vertical is showing 50% "trend" signals, this skill will flag it, prompting a merchandiser to introduce more "product" or "business" signals to balance the feed.
Quick Start
Run the topic distribution checker skill to audit signal concentration for the last 30 days.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: topic-distribution-checker Download link: https://github.com/BruceTyndall/socelle-global/archive/main.zip#topic-distribution-checker Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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