swipe-file-generator

Analyze content from URLs and compile analyses into a swipe file.

62|8|Updated Jan 20, 2026
One-click install
npx skills add https://github.com/vincentchan/AI-Content-Engine --skill swipe-file-generator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: swipe-file-generator
Source: https://github.com/vincentchan/AI-Content-Engine/tree/main/.claude/skills/swipe-file-generator
Command: npx skills add https://github.com/vincentchan/AI-Content-Engine --skill swipe-file-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The swipe-file generator analyzes high-performing content from URLs to study structure, patterns, and ideas, and compiles a living swipe file that informs content creation.

Core Features & Use Cases

  • Ingests URLs from /swipe-file/swipe-file-sources.md and identifies new items by comparing against /swipe-file/.digested-urls.json.
  • Fetches content using WebFetch (and uses the FxTwitter API for Twitter/X content) and stores results for analysis.
  • Deconstructs content with a dedicated subagent at ./subagents/content-deconstructor.md and appends structured analyses to /swipe-file/swipe-file.md.
  • Regenerates a Table of Contents and maintains a searchable, updated repository of patterns, hooks, and templates.

Quick Start

Place your source URLs in /swipe-file/swipe-file-sources.md, then run the swipe-file workflow to process new content and append analyses to /swipe-file/swipe-file.md.

Frequently Asked Questions about swipe-file-generator

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

FAQPage Schema
How do I automate swipe file pattern discovery from high-performing content?

Swipe file pattern discovery is automated by ingesting URLs from a sources file, fetching content via WebFetch or FxTwitter API, and deconstructing structure to append analyses to a master file. It checks a digested URLs registry to identify only new items for processing.

Can I analyze Twitter content structure using the FxTwitter API?

Yes, Twitter content structure is analyzed using the FxTwitter API. The system fetches tweets via this API, then passes the text to a content-deconstructor subagent to study patterns, hooks, and templates before appending results to your swipe file.

How does the swipe file generator avoid processing duplicate URLs?

Duplicate URLs are avoided by tracking processed items in a .digested-urls.json registry. Before fetching new content, the workflow compares your swipe-file-sources.md list against this registry to ensure only new URLs are fetched and analyzed.

What is the best way to maintain a searchable swipe file of content templates?

A searchable swipe file is maintained by appending structured content analyses to a master markdown file and regenerating a Table of Contents. This compiles patterns and ideas into a continuously refined repository for content creation reference.

Do I need to format my URLs in a specific file before running the swipe file workflow?

Yes, URLs must be placed in a specific markdown file named swipe-file-sources.md. The workflow reads from this designated file to discover new content links for pattern deconstruction and analysis.

What limitations exist when deconstructing content from URLs without WebFetch access?

Without WebFetch access, general URL content cannot be retrieved for analysis. The system relies on WebFetch to ingest standard web pages and the FxTwitter API specifically for Twitter/X content to execute the deconstruction workflow.