swipe-file

Extract patterns and hooks from transcripts into categorized implementation notes.

16|12|Updated Apr 3, 2026

Search Tags:#content strategy #youtube #content analysis #telegram #swipe-file #transcript summarization #hook extraction

Ready to run

npx skills add https://github.com/AlekseiUL/heisenberg-team --skill swipe-file-alekseiul

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: swipe-file
Source: https://github.com/AlekseiUL/heisenberg-team/tree/main/skills/swipe-file
Command: npx skills add https://github.com/AlekseiUL/heisenberg-team --skill swipe-file-alekseiul

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It turns a shared YouTube video, Telegram post/channel, or podcast into a set of practical, internal improvements by extracting useful patterns, hooks, and architectural ideas.

Core Features & Use Cases

Content-to-ideas analysis: reads the full transcript/text and converts it into actionable implementation notes rather than generic summaries.
Structured output for execution: produces a categorized report with “what to implement,” “content ideas,” and “what not to take.”
Channel and batch workflows: can scan a whole channel (then drill into selected items) or analyze multiple items via spawned sub-sessions.

Quick Start

Ask swipe-file to analyze a specific YouTube video or Telegram post and return the key ideas and what to implement in your system.

Frequently Asked Questions about swipe-file

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

FAQPage Schema

How do I extract actionable ideas from a YouTube transcript instead of just getting a summary?▼

Extracting actionable ideas from a YouTube transcript involves analyzing the full text to identify patterns, hooks, and architectural concepts. This approach converts video content into categorized implementation notes detailing what to implement, rather than generic summaries.

What is the best way to analyze a Telegram channel for content strategy insights?▼

Analyzing a Telegram channel for content strategy insights requires scanning the channel and extracting useful patterns from the text. You can process multiple items via batch workflows to generate a structured report detailing content ideas and architectural improvements.

Can I analyze multiple videos or posts in a batch and save the outputs?▼

Yes, you can analyze multiple videos or posts in a batch by spawning sub-sessions for each item. The resulting categorized outputs are saved into a knowledge base path to ensure traceability of the extracted implementation notes.

Does content analysis for hook extraction work on podcasts as well as YouTube videos?▼

Yes, content analysis for hook extraction works on podcasts, YouTube videos, and Telegram posts. It reads the full transcript or text from these external media sources to extract practical implementation notes and structural patterns.

How do I structure extracted content ideas into a format ready for execution?▼

To structure extracted content ideas for execution, you categorize the full transcript analysis into specific sections. This produces a structured report covering what to implement, content ideas, and what not to take, ensuring actionable output.