performance-analyzer-sms

Analyze social media post metrics and generate prioritized performance insights.

402|71|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/blacktwist/social-media-skills --skill performance-analyzer-sms
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: performance-analyzer-sms
Source: https://github.com/blacktwist/social-media-skills/tree/main/skills/performance-analyzer-sms
Command: npx skills add https://github.com/blacktwist/social-media-skills --skill performance-analyzer-sms

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes social media performance by transforming raw post data into clear, prioritized insights, identifying what works and what to improve.

Core Features & Use Cases

  • Data collection and metrics interpretation from post data (impressions, likes, comments, saves, shares, etc.)
  • Prioritized actionable recommendations for increasing engagement and reach
  • Guidance on comparing recent posts to baseline and identifying patterns across formats (threads, captions, etc.)

Quick Start

Upload or paste your last 30 posts data to start a performance analysis.

Frequently Asked Questions about performance-analyzer-sms

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

FAQPage Schema
How do I analyze social media post performance from raw metrics data?

Social media performance analysis transforms raw post data into prioritized insights by comparing impressions, engagement, reach, and trends across time. It identifies top and bottom performers to guide your content strategy and increase reach.

What social media platforms can I use for engagement and impressions analysis?

You can apply performance analysis to post data from any social media platform. The system interprets universal metrics such as impressions, likes, comments, saves, and shares to generate structured insights regardless of the source.

How do I get actionable recommendations to increase social media engagement?

To get actionable recommendations for increasing engagement, provide your recent post data for analysis. The system compares recent posts against your baseline, identifies patterns across formats like threads and captions, and surfaces prioritized improvement steps.

What data do I need to start a social media trend analysis?

You need post-level metrics inputs, such as impressions, engagement, reach, and timestamp data, to start a trend analysis. Uploading or pasting data from your last 30 posts provides a sufficient baseline for identifying performance patterns over time.

Can I compare recent social media posts to identify content patterns?

Yes, you can compare recent posts to your historical baseline to identify content patterns across different formats. The analysis evaluates metrics across time to determine which formats, such as threads or captions, consistently drive higher engagement.