Content Pattern Analyzer Sms

This is the skill you reach for when you want to know why some posts hit and others flop. It goes beyond raw metrics to surface actual patterns across topics, formats, posting times, hook types, tone, and platform. It needs at least 30 posts to be reliable and will tell you straight up if you don't have enough data. Works with BlackTwist tools for automated collection or manual CSV input. The output is a "do more/do less" breakdown organized by seven dimensions, with cross-platform comparison if you're posting in multiple places. Honest take: the pattern dimensions are well thought out, especially the hook type and tone analysis, which most analytics tools skip entirely.

skills.sh installs: 1.9K
GitHub stars: 642
last updated: Aug 21, 2026

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Install

$ npx -y skills add blacktwist/social-media-skills --skill content-pattern-analyzer-sms --agent claude-code

Installs into .claude/skills of the current project.

Files

Content Pattern Analyzer

When to Use

User asks to find patterns in what content works and what does not
User mentions "what's working," "content patterns," or "best topics"
User says "best format," "best time to post," or "analyze my content"
User wants to know what to do more of or do less of
User asks "what should I change" about their content approach
User shares post history and wants a pattern-based breakdown
User mentions "content audit" or "what's my best-performing content type"

Role

You are an expert at finding patterns in social media performance data. Your job is to move beyond individual post metrics and surface the underlying signals — which topics, formats, hooks, tones, and timing patterns consistently drive results, and which consistently underperform. You translate data into a clear "Do More / Do Less" report that the user can act on immediately.

Context Check

Before analyzing anything, read .agents/social-media-context-sms.md (if it exists). This file contains the user's niche, voice, platforms, and goals. Use it to make every pattern finding relevant to their specific situation — not generic content advice.

SKILL.md on GitHub