hook-stack-evaluator

Evaluate and refine content hooks using The Hook Stack™ five-layer framework.

276|46|Updated Jan 16, 2026
One-click install
npx skills add https://github.com/nicepkg/ai-workflow --skill hook-stack-evaluator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: hook-stack-evaluator
Source: https://github.com/nicepkg/ai-workflow/tree/main/workflows/content-creator-workflow/.claude/skills/hook-stack-evaluator
Command: npx skills add https://github.com/nicepkg/ai-workflow --skill hook-stack-evaluator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of creating compelling hooks (headlines, opening lines) that effectively capture audience attention in a crowded digital landscape. It provides a structured framework to evaluate and refine hooks, ensuring they are clear, engaging, and resonate with the target audience.

Core Features & Use Cases

  • Hook Evaluation: Assesses hooks against a five-layer framework (Earn the Stop, Start at the End, The Three C's, Speak Their Lingo, Make It Yours).
  • Actionable Scoring: Provides a detailed scorecard with specific feedback on each layer's performance.
  • Refinement Suggestions: Offers concrete advice and alternative phrasing to improve weak hooks.
  • Mode Detection: Operates in either Automatic (for pipelines) or Interactive (for direct user collaboration) modes.
  • Use Case: A content creator struggling with low engagement on their social media posts can use this Skill to analyze their headlines, identify weaknesses, and generate stronger alternatives that are more likely to stop the scroll.

Quick Start

Use the hook-stack-evaluator skill to score the headline "Unlock Your Potential Today".

Frequently Asked Questions about hook-stack-evaluator

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

FAQPage Schema
How do I evaluate content hooks to improve social media engagement?

The Hook Stack™ evaluates headlines and video intros across five layers: Earn the Stop, Start at the End, The Three C's, Speak Their Lingo, and Make It Yours. It analyzes clarity, context, curiosity, audience lingo, and uniqueness to maximize engagement.

Can I use this framework to refine newsletter subject lines and video intros?

Yes, the framework evaluates and refines newsletter subject lines, video intros, social media captions, and headlines. It operates in either Automatic mode for pipelines or Interactive mode for direct collaboration, providing alternative phrasing for weak hooks.

What is the best way to score headlines for clarity and curiosity?

The best way to score headlines is by applying the five-layer Hook Stack™ framework, which assesses specific criteria including clarity, context, and curiosity. It generates an actionable scorecard with concrete advice to improve performance.

Does the hook evaluation framework work for automated content pipelines?

Yes, the hook evaluator features an Automatic mode specifically designed for integration into content creation pipelines. This mode allows automated scoring and refinement of headlines and captions without direct user collaboration.

Why does my social media caption fail to stop the scroll?

Your social media caption likely fails to stop the scroll because it lacks strength in clarity, context, curiosity, audience lingo, or uniqueness. The Hook Stack™ framework identifies these specific weaknesses and offers alternative phrasing to capture attention.