invisible-threads
CommunityUncover hidden themes in your text.
Content & Communication#content discovery#LLM#text analysis#topic modeling#thematic analysis#insight extraction
Authorcdeistopened
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps you discover non-obvious thematic connections and recurring ideas across a large collection of documents, transforming raw text into structured insights.
Core Features & Use Cases
- Thematic Discovery: Identifies underlying themes and patterns within essays, articles, or transcripts.
- Insight Extraction: Extracts quotable and specific insights, scoring them for novelty and specificity.
- Use Case: When editing an anthology, use this Skill to find thematic links between different authors' works, enabling you to write more cohesive introductions or commentary.
Quick Start
Process your corpus of markdown files into a database, then extract and analyze insights to find thematic threads.
Dependency Matrix
Required Modules
google-generativeaisentence-transformersnetworkxpython-louvainscikit-learnanthropicrequests
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: invisible-threads Download link: https://github.com/cdeistopened/content-os/archive/main.zip#invisible-threads Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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