snapshot-aggregation

Community

Compress time-series data daily.

Authordadbodgeoff
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of rapidly growing raw event data by providing a method for daily compression, merging logic for multiple pipeline runs, and structured aggregation for dashboards, while also estimating storage needs for capacity planning.

Core Features & Use Cases

  • Daily Compression: Reduces the volume of time-series data for efficient storage and querying.
  • Merge Logic: Ensures data from multiple daily pipeline runs is correctly merged without overwriting.
  • Dashboard Aggregation: Structures data for easy use in historical dashboards.
  • Storage Estimation: Provides insights into storage requirements for capacity planning.
  • Use Case: When raw event data becomes too large for direct queries, this Skill creates daily snapshots that retain essential information for historical analysis and reporting, using minimal storage.

Quick Start

Use the snapshot-aggregation skill to aggregate the latest pipeline results into a daily snapshot.

Dependency Matrix

Required Modules

None required

Components

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: snapshot-aggregation
Download link: https://github.com/dadbodgeoff/drift/archive/main.zip#snapshot-aggregation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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