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belief-evolution

Track and analyze belief evolution on a topic over time.

Updated May 9, 2026
Search Tags:#knowledge base#data analysis#memory tracking#belief evolution#stance analysis
One-click install
npx skills add https://github.com/LuminaVault/LuminaVaultServer --skill belief-evolution
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: belief-evolution
Source: https://github.com/LuminaVault/LuminaVaultServer/tree/main/Sources/App/Resources/Skills/belief-evolution
Command: npx skills add https://github.com/LuminaVault/LuminaVaultServer --skill belief-evolution

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users trace the evolution of their beliefs on a specific topic over time, providing insights into their stance and changes.

Core Features & Use Cases

  • Topic Tracking: Focuses on the evolution of beliefs related to a specific topic.
  • Chronological Order: Orders findings chronologically to show changes over time.
  • Shift Detection: Identifies shifts in position, intensity, or framing.
  • Markdown Output: Provides the findings in a structured Markdown format.
  • Use Case: If you're interested in understanding how your views on climate change have evolved, this Skill can help you track that evolution.

Quick Start

To trace the evolution of your beliefs on "climate change", run the belief-evolution skill with the topic as input.

Frequently Asked Questions about belief-evolution

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

FAQPage Schema
How do I track changes in my beliefs on a specific topic over time?▼

To track belief evolution, this Skill surfaces related memories and notes from your knowledge base in chronological order to identify shifts in your stance and framing. It analyzes your historical data to show how your position has changed.

Can I analyze stance shifts in my personal notes and memory data?▼

Yes, you can analyze stance shifts by running this Skill with a specific topic input, which requires access to session search and vault read operations. It identifies changes in position and intensity from your stored data.

What is the best way to see how my views have evolved chronologically?▼

The best way to see chronological belief evolution is to use this Skill, which orders your past notes and memories sequentially and detects changes in position, intensity, and framing to present the findings.

Does belief evolution analysis work with my existing knowledge base?▼

Yes, belief evolution analysis works with your existing knowledge base by requiring session search and vault read operations to extract related memories and notes, ensuring it surfaces your actual tracked thoughts.

How are the findings of my stance evolution presented?▼

The findings of your stance evolution are presented in a structured Markdown format, organizing the chronological shifts in your beliefs and detected changes in framing into a readable document output.

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