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performance-analyzer-sms

Analyze social media post metrics to diagnose performance and recommend prioritized actions.

Updated Jun 7, 2026
Search Tags:#social media#analytics#threads#performance analysis#engagement rate#blacktwist#post metrics
One-click install
npx skills add https://github.com/Bigdrops/Bigdrops-carousel --skill performance-analyzer-sms-bigdrops
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: performance-analyzer-sms
Source: https://github.com/Bigdrops/Bigdrops-carousel/tree/main/.agents/skills/performance-analyzer-sms
Command: npx skills add https://github.com/Bigdrops/Bigdrops-carousel --skill performance-analyzer-sms-bigdrops

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Creators struggle to interpret raw social media analytics and turn impressions, likes, and comments into clear decisions about what content to make next. ## Core Features & Use Cases - Performance Diagnosis: Ranks top and bottom posts by engagement rate and explains why each worked or failed across hook, topic, format, and timing dimensions. - Trend Analysis: Tracks engagement rate, impressions, and posting frequency over time to detect whether content is gaining or losing resonance. - Prioritized Action Plan: Delivers 3-5 ranked, concrete recommendations tied to specific findings from the user's own baseline. - Use Case: A creator shares their last 30 days of Threads post metrics and receives a report showing their Tuesday list-format posts earn 3x their baseline engagement rate, plus a plan to replicate that pattern. ## Quick Start Analyze how my social media posts performed over the last 30 days and tell me what to do next.

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 my social media post performance?▼

Provide your post metrics (impressions, likes, comments, reposts, saves) for at least 5 posts, or connect BlackTwist analytics. The analysis ranks posts by engagement rate, diagnoses why each performed as it did, and ends with ranked action items.

What metrics are needed for a social media performance analysis?▼

The minimum is impressions, likes, and comments for at least 5 posts. Adding reposts, saves, link clicks, and profile visits enables deeper diagnosis of engagement and conversion signals.

Can I analyze post performance without BlackTwist analytics?▼

Yes. You can share a screenshot of your analytics dashboard, a CSV export, or manually fill in a data template with per-post metrics. Analysis proceeds the same way once sufficient data is provided.

Why compare engagement rate instead of raw likes?▼

Engagement rate normalizes for reach differences. A post with 50 likes from 500 impressions (10% ER) outperforms one with 200 likes from 10,000 impressions (2% ER), so raw counts mislead comparisons.

What are the limitations of this performance analysis approach?▼

It does not track follower growth, detect cross-post content patterns, or draft content. It also avoids industry benchmarks, comparing posts only against the user's own historical averages.

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