epistemic-classification

Classify information into confirmed findings, theoretical frameworks, hypotheses, and speculative synthesis.

103|31|Updated Nov 2, 2025
One-click install
npx skills add https://github.com/Abilityai/cornelius --skill epistemic-classification
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: epistemic-classification
Source: https://github.com/Abilityai/cornelius/tree/main/.claude/skills/epistemic-classification
Command: npx skills add https://github.com/Abilityai/cornelius --skill epistemic-classification

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the critical need to distinguish between established facts, theoretical frameworks, hypotheses, and speculative synthesis within knowledge bases, ensuring intellectual honesty and clarity.

Core Features & Use Cases

  • Distinguish Research Findings: Clearly label and cite empirically validated information.
  • Identify Hypotheses: Mark testable propositions with clear criteria for validation.
  • Categorize Speculative Synthesis: Differentiate original interpretations from established knowledge.
  • Use Case: When synthesizing information from multiple research papers, this Skill helps you tag which statements are direct findings, which are theoretical implications, and which are your own novel connections.

Quick Start

Use the epistemic classification framework to distinguish between confirmed research findings and hypotheses when processing new information.

Frequently Asked Questions about epistemic-classification

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

FAQPage Schema
How do I classify research findings versus hypotheses in my notes?

Classify research findings and hypotheses using an epistemic status framework that distinguishes empirically validated information, theoretical frameworks, working hypotheses, and speculative synthesis. This labeling approach ensures intellectual honesty and clarity during knowledge synthesis.

What is the best way to tag speculative synthesis separately from established knowledge?

Tag speculative synthesis by applying specific classification conventions that differentiate your original interpretations and novel connections from established knowledge. This process enables accurate labeling and citation when synthesizing information from multiple research papers.

How do I label epistemic status when synthesizing information from multiple sources?

Label epistemic status by adhering to specific tagging conventions and language for each classification level. This framework allows you to tag which statements are direct findings, theoretical implications, or speculative synthesis when processing new information.

When do I need epistemic classification for knowledge management?

You need epistemic classification for knowledge management when you must distinguish between established facts, theoretical frameworks, hypotheses, and speculative synthesis within your knowledge bases to maintain intellectual honesty and accurate citations.

Does epistemic classification require specific citation formats for theoretical frameworks?

Epistemic classification requires adherence to specific tagging conventions and language for each classification level rather than mandating specific citation formats. It provides a framework for accurate labeling and citation of theoretical frameworks and confirmed findings.

What are the limitations of classifying knowledge by epistemic status?

The limitation of classifying knowledge by epistemic status is that it requires strict adherence to specific tagging conventions and language for each level. The framework focuses on labeling and citation rather than validating the underlying research findings themselves.