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.