ad-click-aggregation
CommunityAccurately aggregate ad clicks at scale with exactly-once semantics.
Authorhung-phan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a comprehensive system design for accurately aggregating ad clicks at a massive scale, addressing challenges with real-time and batch processing, and ensuring exact-once semantics.
Core Features & Use Cases
- Real-time Aggregation: Provides sub-second freshness for ad click counts in dashboards.
- Batch Reconciliation: Ensures exact counts for billing and reconciliation with idempotent deduplication and watermarks for late events.
- Use Case: Ideal for systems handling billions of ad clicks daily, where precise counting and reliable data integrity are crucial for billing and analytics.
Quick Start
To perform a system review of your ad click aggregation pipeline, use the command: /system-review review my_ad_pipeline_design.pdf
Dependency Matrix
Required Modules
kafkaflinkdruids3
Components
scriptsreferencesassets
💻 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: ad-click-aggregation Download link: https://github.com/hung-phan/system-skills/archive/main.zip#ad-click-aggregation Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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