S3 Analytics Skill

Fetch and analyze S3 time-series analytics data for KPI trend reports.

17|3|Updated Feb 21, 2026

Search Tags:#analytics #metrics #time-series #s3 #revenue #users #backblaze

Ready to run

npx skills add https://github.com/omniaura/omniclaw --skill s3-analytics-skill

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: S3 Analytics Skill
Source: https://github.com/omniaura/omniclaw/tree/main/.claude/skills/s3-analytics
Command: npx skills add https://github.com/omniaura/omniclaw --skill s3-analytics-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @aws-sdk/client-s3, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the fetching and analysis of time-series analytics data stored in S3, enabling users to track key business metrics over time.

Core Features & Use Cases

Data Fetching: Retrieves historical user statistics and financial metrics from specified S3 buckets.
Metric Analysis: Parses data to provide insights into user growth, revenue trends (MRR, ARR), and conversion rates.
Use Case: Visualize your monthly recurring revenue (MRR) and subscriber growth over the past year to identify trends and inform business strategy.

Quick Start

Use the s3-analytics skill to fetch all historical metrics.

Frequently Asked Questions about S3 Analytics Skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I analyze time-series analytics data stored in an S3 bucket?▼

You retrieve and analyze S3 time-series analytics data by fetching daily JSON files from your bucket to process user statistics and financial metrics, generating trend reports for KPIs like DAU, MRR, and conversion rates.

What business metrics can I track from Backblaze B2 storage data?▼

You can track user growth metrics like DAU and MAU, alongside financial metrics including MRR, ARR, and conversion rates, to visualize subscriber growth and revenue trends from your Backblaze B2 storage data.

Does this S3 analytics tool require the AWS SDK?▼

Yes, this S3 analytics tool requires the AWS SDK for S3 (@aws-sdk/client-s3) to access and fetch time-series data stored in the `s3://bucket/analytics/timeseries/userstats-YYYY-MM-DD.json` file format.

What file format does the Skill expect for S3 time-series user statistics?▼

The Skill expects daily JSON files named in the `userstats-YYYY-MM-DD.json` format, organized within an `analytics/timeseries` directory structure in your S3 bucket to successfully parse user statistics and financial metrics.

How do I calculate MRR and ARR trends from S3 historical data?▼

You calculate MRR and ARR trends by fetching historical time-series analytics data from S3, which parses daily JSON records to provide insights into your monthly recurring revenue, annual recurring revenue, and subscriber growth over time.