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antonyfmunoz
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hook-performance-analysis

Analyze content hook structures by 3-second retention and engagement-to-reach metrics.

1|Updated Mar 11, 2026
Search Tags:#engagement#content performance#content testing#audience psychology#hook analysis#3-second retention#marketing iteration
One-click install
npx skills add https://github.com/antonyfmunoz/OS --skill hook-performance-analysis
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hook-performance-analysis
Source: https://github.com/antonyfmunoz/OS/tree/main/skills/Content/hook_performance_analysis
Command: npx skills add https://github.com/antonyfmunoz/OS --skill hook-performance-analysis

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill identifies which hook patterns are losing attention early, so you can stop wasting posts on ineffective first lines.

Core Features & Use Cases

  • Hook performance diagnosis: Compares hook structures against 3-second retention and engagement-to-reach patterns to find what actually works.
  • Pattern extraction and iteration: Detects recurring traits in top and bottom performers (structure, specificity, emotional trigger) and produces the next hook variations to test.
  • Retirement of underperformers: Systematically removes hook structures that consistently underperform to improve week-over-week performance.
  • Use case: After publishing 10+ pieces of content, generate a prioritized list of hook types to double down on for the next week’s posts.

Quick Start

Run the hook-performance-analysis weekly after you have at least 10 published content pieces so the system can generate new hook variations to test.

Frequently Asked Questions about hook-performance-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze content hook performance using 3-second retention data?▼

Yes, you can test hook variations by detecting recurring traits in top and bottom performers, such as structure and emotional triggers, to systematically generate the next hook variations to publish.

How many posts do I need to test content hooks before analyzing performance?▼

You need a minimum sample size of 10 published content pieces to isolate hook text, sort by 3-second retention metrics, and generate a prioritized list of hook types for your next posts.

What is the best way to stop wasting posts on ineffective content hooks?▼

No, hook performance is diagnosed by extracting performance data after publishing, isolating the hook text, and sorting by 3-second retention metrics to find what actually works for your audience psychology.

How often should I run hook analysis to improve week-over-week content performance?▼

Limitations include needing a minimum sample size of 10 published pieces before extracting performance data, and the process requires isolating the first line as a hook across multiple posts to test effectively.

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