invisible-threads

Topics in the source

• Invisible Threads Skill
• When to Use
• Quick Start
• Adapting for Your Project
• Default Prompt Categories
• For Other Projects
• Output
• insights.json

Discovers non-obvious thematic connections ("invisible threads") across a corpus of essays, articles, or transcripts. Adapted from invisible-threads. Editing an anthology and want to find thematic connections Analyzing a body of work for recurring ideas Finding quotes that support a theme across multiple sources Writing editorial commentary that weaves sources together The key file to modify is the extraction prompt in extractinsights.py. The default is set up for Catholic agrarian content (Cross & Plough): industrialism, land, family, property, craft, liturgy organic-farming, distributism, eugenics, totalitarianism natural-law, peasantry, economics, spirituality Change the EXTRACTIONPROMPT in extractinsights.py: 1. Context section: Describe what the corpus is 2. Examples section: Give 3 examples of genuine insights from this domain 3. Categories: List 10-15 thematic categories relevant to your content See references/prompt-templates.md for examples. Each insight includes: insighttext: The extracted quote/idea category: Thematic category noveltyscore: 1-10 how surprising specificityscore: 1-10 how quotable source: Which document it came from rawchunk: Original context Each thread i

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