content-pattern-analyzer-sms
The content-pattern-analyzer-sms skill identifies performance trends in social media content by analyzing post history across seven dimensions, including topic, format, timing, length, hook type, tone, and platform. It produces a structured report detailing content to prioritize, content to reduce, and experimental gaps to test.
Is content-pattern-analyzer-sms safe to install?
Review the source first: our audit of content-pattern-analyzer-sms's source files found 4 shell commands, 0 external URLs, file reads and writes (high risk). Every command and URL listed appears verbatim in the skill's source. The skill reads local files for context and executes shell commands to retrieve social media data via the BlackTwist MCP.
How we audit skills: our security review methodology.
Who is this skill for?
Social media managers and content creators who want to identify which content strategies drive engagement and which underperform.
What can you do with it?
- Identify high-performing content topics and formats
- Determine optimal posting times and days
- Analyze the effectiveness of different hook types and tones
- Compare content performance across multiple social media platforms
- Identify content gaps and opportunities for experimentation
How good is this skill?
Quality score: 5/10. The skill documentation is comprehensive, clearly defines its scope, provides specific instructions for data collection, and includes a structured output format.
What does the skill file contain?
# 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...
Frequently asked questions
How many posts does this skill require for an accurate analysis?
The skill requires a minimum of 30 posts for reliable analysis. It will provide analysis with caveats for 15 to 30 posts and will not perform analysis with fewer than 10 posts.
Does this skill draft new social media content?
No. This skill focuses on pattern analysis. It does not draft or write content.
How does the skill incorporate my specific brand voice and goals?
The skill reads the .agents/social-media-context-sms.md file to tailor its findings to your specific niche, voice, platforms, and goals.
What should I do if I do not have the BlackTwist tools connected?
You can provide your post history manually using a CSV export, screenshots, or the provided data collection template.
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