skill-content-pipeline

Extract structural and psychological patterns from URLs into reusable content anatomy guides.

Updated Aug 15, 2026
One-click install
npx skills add https://github.com/GongYuanCaiJi/dsh-claude-octopus --skill skill-content-pipeline-gongyuancaiji
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-content-pipeline
Source: https://github.com/GongYuanCaiJi/dsh-claude-octopus/tree/main/.claude/skills/skill-content-pipeline
Command: npx skills add https://github.com/GongYuanCaiJi/dsh-claude-octopus --skill skill-content-pipeline-gongyuancaiji

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? It removes the guesswork from understanding why successful content works by reverse-engineering articles, threads, and posts into concrete, recreatable patterns instead of relying on intuition. ## Core Features & Use Cases - Multi-Stage Analysis Pipeline: Validates and fetches up to 5 URLs, then runs parallel structure, psychology, and mechanics analyses on the content. - Anatomy Guide Synthesis: Merges analyses into a unified guide with structure blueprints, psychological playbooks, hook libraries, and fill-in-the-blank templates. - Interview Question Generation: Produces 8-12 targeted questions to gather the context needed to recreate content in the analyzed style. - Use Case: A marketer finds three high-performing LinkedIn posts from a competitor, runs them through the pipeline, and receives a template plus hook library to write their own posts in the same proven format. ## Quick Start Analyze these three article URLs and create an anatomy guide showing what makes them effective.

Frequently Asked Questions about skill-content-pipeline

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

FAQPage Schema
How do I analyze what makes an article or post effective?▼

Provide 1-5 URLs of the content you want to analyze. The pipeline fetches each page, runs parallel structure, psychology, and mechanics analyses, then merges results into an anatomy guide with templates and hook patterns.

What content types can this pipeline analyze?▼

It supports articles, blog posts, Twitter/X threads, newsletter issues, YouTube video descriptions, and LinkedIn posts. Twitter URLs are automatically transformed to FxTwitter for reliable fetching.

Is fetched web content safe from prompt injection?▼

Yes. All fetched content is wrapped in a mandatory security frame that treats it as untrusted data, explicitly blocking any embedded instructions, fake system messages, or override attempts from being executed.

What happens when a URL fails to fetch?▼

The pipeline reports the failure with the specific error and offers options: continue with successfully fetched URLs, provide alternative URLs, or paste the content directly for analysis.

What are the limitations of content pattern analysis?▼

Analysis requires sufficient content volume; very short pages may not yield comprehensive patterns. It is not suited for general web research, simple summarization, or fact-checking tasks.