lambda-architecture
CommunityReconcile slow, correct batch processing with fast, approximate speed layer behind a unified query layer.
Software Engineering#system design#data processing#batch processing#real-time analytics#lambda architecture
Authorhung-phan
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of balancing low-latency real-time data requirements with the need for accurate, auditable historical data.
Core Features & Use Cases
- Low-latency Answers: Provides real-time insights for dashboards, fraud detection, and live analytics.
- Auditable Correctness: Ensures the accuracy and reliability of historical data for reporting and ML training.
- Use Case: Ideal for organizations that require a consistent, auditable batch view of their data alongside a real-time, approximate view for operational insights.
Quick Start
To initiate a review using the lambda-architecture skill, provide the design or documentation you wish to analyze by pasting it into the command.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferencesassets
💻 Claude Code Installation
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Please help me install this Skill: Name: lambda-architecture Download link: https://github.com/hung-phan/system-skills/archive/main.zip#lambda-architecture Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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