social-audience-growth-tracker

Analyze follower time-series data to diagnose growth spikes and stalls.

520|175|Updated Apr 8, 2026
One-click install
npx skills add https://github.com/evolution-foundation/evo-nexus --skill social-audience-growth-tracker-evolution-foundation
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: social-audience-growth-tracker
Source: https://github.com/evolution-foundation/evo-nexus/tree/main/.claude/skills/social-audience-growth-tracker
Command: npx skills add https://github.com/evolution-foundation/evo-nexus --skill social-audience-growth-tracker-evolution-foundation

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you understand why your follower count is rising or falling by turning your follower history and platform context into actionable growth insights.

Core Features & Use Cases

  • Follower Growth Analysis: Calculate net growth, growth rate, spikes, and stalls from follower count trends.
  • Content-to-Growth Correlation: Link growth changes to the content posted (especially around breakout spikes).
  • Platform-Specific Diagnostics: Apply LinkedIn/X/Threads/Bluesky dynamics using your niche and targets from social-context.
  • Actionable Recommendations: Produce a prioritized list of specific next steps tailored to what the data shows.

Quick Start

Ask the assistant to run the Audience Growth Tracker using your follower growth data from the last 30–90 days and correlate it with the posts from the same period.

Frequently Asked Questions about social-audience-growth-tracker

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

FAQPage Schema
How do I find out what causes follower growth spikes or stalls?

You can analyze follower growth by collecting follower time-series data over 30–90 days and correlating it with your post activity to identify what drives new followers or causes drops. The tracker calculates net growth and growth rates to pinpoint specific breakout moments.

Can I use BlackTwist to collect follower history for growth analysis?

Yes, you can optionally collect follower time-series data via BlackTwist to feed into the growth analysis. The tracker uses this data to summarize net growth and diagnose spike or stall causes without relying on industry benchmark comparisons.

How do I correlate content with audience growth on X or LinkedIn?

To correlate content with audience growth, the tracker links growth changes to the posts published during the same period, applying platform-specific dynamics for X, LinkedIn, Threads, or Bluesky based on your niche and targets.

What is the best way to track audience milestones without industry benchmarks?

The best way to track audience milestones is by analyzing your own follower history to produce milestone-aware, prioritized recommendations. This approach evaluates your audience development using your historical data rather than comparing against external industry benchmarks.

Do I need niche context to diagnose social media follower drops?

Yes, providing niche and target context from your social environment allows the tracker to apply platform-specific diagnostics and explain why your follower count is falling, ensuring recommendations are tailored to your specific audience.

What limitations exist when analyzing follower analytics for multiple platforms?

Follower analytics are limited by the availability of follower time-series data and correlated post activity for each platform. Without sufficient historical follower data, the tracker cannot accurately diagnose growth spikes or stalls or produce actionable recommendations.