Can I use this for training my own AI models?

Yes, the skill includes built-in commands to export structured transcripts into a consolidated corpus format suitable for fine-tuning or RAG-based training.

How does the chromatic walk work?

It iterates through video segments by timestamp, assigning a color hue and a trit based on a prime-stride index to provide a visually and logically distributed path through the archive content.

Which database engine does this skill use?

This skill primarily utilizes DuckDB for high-performance querying of transcripts and metadata structured within an ACSet (Algebraic Database) schema.

What is GF(3) conservation in this context?

GF(3) conservation is a method of maintaining mathematical balance by retrieving content proportionally from three distinct categories (Ergodic, Plus, and Minus) to ensure a complete conceptual representation of the archive.

BMorphism Video Interleave

Name: BMorphism Video Interleave
Author: plurigrid

byplurigrid

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Database Management

Interleaves video transcripts with technical skill corpora using algebraic database schemas and GF(3) conservation principles.

The BMorphism Video Interleave skill provides a specialized framework for managing and querying a triadic archive of video transcripts covering category theory, energy systems, and blockchain technology. By utilizing a DuckDB-backed ACSet (Algebraic Database) schema and GF(3) logic, it enables 'chromatic' segment retrieval that maintains topological balance across diverse domains. This skill is ideal for developers and researchers building domain-specific AI agents who need to cross-reference video content with implementation patterns and technical documentation.

Key Features

01GF(3) conserved retrieval for balanced content sampling across different topics

02Automated transcription export workflows for training domain-specific AI models

037 GitHub stars

04Chromatic temporal walks mapping timestamps to specific hues and mathematical trits

05Algebraic transcript management using DuckDB and ACSet database schemas

06Cross-database joins between video segments and specialized skill definitions

Use Cases

01Extracting category theory insights from talk transcripts for technical documentation

02Training AI agents on domain-specific presentations using balanced data retrieval

03Auditing technical skills against real-world video demonstrations and presentations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi bmorphism-video-interleave

For use in Claude.ai and ChatGPT

Download Skill