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prompt-analyzer

Analyze prompts to extract insights and identify element-level differences.

1.4k|212|Updated Jan 5, 2026
Search Tags:#style#analysis#comparison#statistics#prompts#analyze#elements
One-click install
npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-analyzer-huangserva
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: prompt-analyzer
Source: https://github.com/huangserva/skill-prompt-generator/tree/main/.claude/skills/prompt-analyzer
Command: npx skills add https://github.com/huangserva/skill-prompt-generator --skill prompt-analyzer-huangserva

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users quickly understand and evaluate generated prompts by breaking down prompts, comparing differences, and recommending similar prompts, enabling faster refinement and consistency across projects.

Core Features & Use Cases

  • Analyze: identify which elements and styles are used in a prompt.
  • Compare: automatically highlight differences between two prompts.
  • Recommend: propose similar prompts based on historical data.
  • Statistics: provide library-level statistics to inform decisions.
  • Style guidance: suggest style-aligned element combinations.
  • Use Case: A content team reviews prompts to ensure consistency across campaigns.

Quick Start

To analyze a prompt, call analyze_prompt_detail(prompt_id). To compare two prompts, call compare_prompts(prompt_id1, prompt_id2). To get similar prompts, call recommend_similar_prompts(prompt_id, top_n).

Frequently Asked Questions about prompt-analyzer

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

FAQPage Schema
How do I analyze a prompt to identify its elements and style?▼

To analyze a prompt, call the analyze_prompt_detail function with the prompt ID. This extracts the specific elements and styles used in the prompt, providing structured insights for quality assurance.

What is the best way to compare two prompts for differences?▼

Use the compare_prompts function with two prompt IDs to compare prompts. It automatically highlights element-level differences between the two, enabling faster refinement and consistency across projects.

Can I get recommendations for similar prompts based on historical data?▼

Yes, you can recommend similar prompts by calling recommend_similar_prompts with a prompt ID and top_n value. It proposes similar prompts based on historical data to maintain style alignment.

Does prompt analysis provide library-level statistics for quality assurance?▼

Yes, prompt analysis provides library-level statistics to inform decisions. These statistics help evaluate generated prompts and ensure consistency across campaigns for content teams.

When do I need to use prompt comparison and analysis?▼

You need prompt comparison and analysis when reviewing prompts to ensure consistency across campaigns, evaluating generated prompts, or seeking style-aligned element combinations for faster refinement.

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