text-knowledge-skill-builder

Converts text documents into structured knowledge graphs and reusable skills.

Updated May 20, 2026

Search Tags:#knowledge graph #skill creation #Codex #text processing #public safety

Ready to run

npx skills add https://github.com/munlucky/moonshotnote-skills --skill text-knowledge-skill-builder

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: text-knowledge-skill-builder
Source: https://github.com/munlucky/moonshotnote-skills/tree/main/skills/text-knowledge-skill-builder
Command: npx skills add https://github.com/munlucky/moonshotnote-skills --skill text-knowledge-skill-builder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pandas, scikit-learn, networkx, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of converting large bodies of text into structured, knowledge-backed Codex skills, ensuring content is public-safe and knowledge is reusable.

Core Features & Use Cases

Text to Skill Conversion: Automates the process of converting text into Codex skills.
Knowledge Graph Creation: Generates knowledge graphs from source text, ensuring structured knowledge is captured.
Public Safety Checks: Implements checks to ensure all content is public-safe and does not leak private information.

Quick Start

Use the text-knowledge-skill-builder skill to convert the document 'source_notes.txt' into a skill.

Frequently Asked Questions about text-knowledge-skill-builder

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

FAQPage Schema

How do I convert text into Codex skills using knowledge graphs?▼

To convert text into Codex skills, this tool automates text preprocessing, knowledge extraction, and validation to generate structured knowledge graphs from source text. It handles the entire pipeline, ensuring the resulting skill is reusable and validated.

Do I need Python and specific libraries to build knowledge graphs from text?▼

Yes, you need Python for script execution alongside pandas, scikit-learn, and networkx. These dependencies handle text processing, data manipulation, and the generation of network structures required for knowledge graph creation.

Can I automate public safety checks when generating skills from text?▼

Yes, automating public safety checks is built into the skill generation process. The tool validates extracted knowledge to ensure all content is public-safe and prevents private information leakage during text conversion.

What is the best way to structure large text documents for knowledge extraction?▼

The best way to structure text for knowledge extraction is passing raw source documents directly to the tool. It handles text preprocessing internally, using scikit-learn and networkx to map and extract structured knowledge automatically.

Why use networkx for knowledge graph creation instead of other libraries?▼

Networkx is used for knowledge graph creation because it integrates directly with the tool's Python-based text processing pipeline. It provides the necessary graph data structures to capture and validate structured knowledge extracted from source text.

Are there limitations when converting text to skills with public safety checks?▼

A limitation is that public safety checks require clean source text to prevent private information leakage. If the input text contains ambiguous or sensitive data, the validation process may restrict the knowledge extraction and skill generation.