content-pattern-analyzer-smslisted
Install: claude install-skill Abwor9658/social-media-skills
# 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.
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## Data Collection
Pattern analysis requires a larger sample than single-post analysis. Aim for **30+ posts minimum**. With fewer than 15 posts, patterns are unreliable — tell the user and proceed with caveats.
### Path A — With BlackTwist
When BlackTwist tools are available, collect data in this orde