social-audience-growth-tracker

Analyze follower count time-series and correlate posts with audience growth.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill converts follower time-series and post metadata into clear diagnostics and prioritized, actionable recommendations that explain why an account is gaining, stalling, or losing followers and what to do next.

Core Features & Use Cases

  • Audience growth diagnostics: Calculates net growth per period, growth rates, best/worst periods, and highlights spikes and stalls.
  • Content-to-growth correlation: Correlates posts and posting consistency with follower gains to identify which content types drive follows versus mere engagement.
  • Platform-aware analysis & milestones: Applies platform-specific dynamics and frames progress against user goals from workspace/social/[C] social-context.md to produce 3–5 prioritized actions.
  • Use Case: Provide weekly follower counts and a post list for a 30–90 day window to receive a scannable Audience Growth Report with top drivers and ranked, actionable growth steps.

Quick Start

Analyze my follower time-series and posts, identify the top growth drivers, and give three prioritized, actionable recommendations.

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 analyze follower data to find what drives audience growth?

Audience growth analysis correlates follower count time-series with post metadata to identify drivers of net gains, spikes, and stalls. By matching content types and posting behavior against follower metrics over a 30–90 day window, it produces prioritized, actionable growth steps.

Can I track audience growth using a manual CSV export instead of an API?

Yes, audience growth tracking accepts manual time-series CSVs or screenshots as fallbacks for post-level correlation and milestone tracking. It natively supports BlackTwist API retrieval when available, but manual data formats work seamlessly for generating diagnostics.

What is content-to-growth correlation and how does it work?

Content-to-growth correlation matches specific posts and posting consistency against net follower gains to distinguish which content types actually drive follows versus mere engagement. This process identifies high-impact content to inform future posting strategies.

Does this audience growth tracker support milestone tracking for social-media accounts?

Yes, milestone tracking applies platform-specific dynamics and frames progress against user goals to produce three to five prioritized actions. It calculates net growth rates and highlights best/worst periods to contextualize milestones within overall audience growth.

How do I diagnose why my follower count is stalling or losing followers?

Audience growth diagnostics calculate net growth per period, growth rates, and identify spikes and stalls to explain why an account is losing followers. It converts follower time-series and post metadata into clear diagnostics with ranked, actionable growth steps.

What is the best way to turn follower time-series data into actionable recommendations?

The best way to turn follower time-series into actions is correlating post timelines with net follower gains over a 30–90 day window. This yields a scannable Audience Growth Report highlighting top drivers and three to five prioritized, actionable recommendations.