social-measurement-loop

Automate weekly social media metrics analysis and reporting from user-provided data.

2.5k|345|Updated Dec 18, 2025
One-click install
npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill social-measurement-loop
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-measurement-loop
Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/main/social/observe/social-measurement-loop
Command: npx skills add https://github.com/aaron-he-zhu/aaron-marketing-skills --skill social-measurement-loop

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of running weekly social media metrics analysis and reporting, saving time and ensuring accuracy in tracking social media performance.

Core Features & Use Cases

  • Weekly Social Readout: Automatically generate a weekly social media metrics report.
  • Metric Dictionary: Create and lock metric dictionaries for consistent reporting.
  • Community Health Readout: Provide an attributed community health readout excluding employees.
  • Best/Worst Performer Write-Back: Compile a list of best and worst performers for the next cycle.
  • Use Case: Ideal for marketers looking to streamline their social media analytics process and ensure consistent reporting across teams.

Quick Start

Run the weekly social readout for the week of 2026-06-29 using the provided analytics exports.

Frequently Asked Questions about social-measurement-loop

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

FAQPage Schema
How do I automate weekly social media metrics analysis and reporting?

You can automate weekly social media metrics analysis by running the weekly social readout, which requires user-provided analytics data, metric dictionaries, and community health data to generate accurate performance reports.

What is a metric dictionary and why is it needed for social media reporting?

A metric dictionary defines standard calculations for social media reporting. This Skill creates and locks metric dictionaries to ensure consistent tracking and accurate performance analysis across reporting cycles.

Can I generate a community health readout that excludes internal employees?

Yes, you can generate an attributed community health readout that automatically excludes employees. This feature requires user-provided community health data to accurately measure external audience engagement.

How do I track best and worst performing social media content for the next cycle?

You can track best and worst performers by using the write-back feature, which compiles a list of top and bottom performing content based on your provided analytics data for the next reporting cycle.

What data do I need to provide for social media performance tracking?

You need to provide analytics exports, metric dictionaries, and community health data. These inputs are required for the Skill to accurately automate your weekly social media metrics analysis and reporting workflows.