node-validation

Validates whether proposed nodes are genuine relational concentrations within a cartographic architecture.

Updated Sep 8, 2026
One-click install
npx skills add https://github.com/jkutianski/Rizome-and-AI --skill node-validation-jkutianski
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: node-validation
Source: https://github.com/jkutianski/Rizome-and-AI/tree/main/.agents/skills/node-validation
Command: npx skills add https://github.com/jkutianski/Rizome-and-AI --skill node-validation-jkutianski

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Analysts building rhizomatic concept maps often mistake important topics, section headings, or frequently mentioned elements for genuine nodes. This Skill provides a rigorous validation procedure to determine whether a proposed node is truly a concentration of relations and tensions, preventing thematic categories from polluting the map's architecture. ## Core Features & Use Cases - Relational Validation Sequence: Evaluates candidates through elements, relations, tensions, concentration, dynamic, transformation, and distinct function before granting node status. - Classification Taxonomy: Assigns each candidate a status (Strong Node, Plausible Node, Ambiguous Node, Thematic Cluster, Element-Centered Section, Relation Without Node, or Insufficient) with severity, confidence, and recommendation levels. - Counterfactual Tests: Applies removal, absorption, redistribution, merger, boundary, and relational tests to confirm whether a concentration survives without its topic label. - Use Case: When mapping a book's conceptual architecture, use this Skill to test whether a chapter titled "AI and Education" is a real node (concentrating tensions between evaluation, attribution, and AI-mediated outputs) or merely a thematic cluster. ## Quick Start Ask the AI to validate whether a proposed node in your text is a genuine relational concentration using the node-validation procedure.

Frequently Asked Questions about node-validation

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

FAQPage Schema
How do I validate a node in a concept map?

Evaluate the candidate in sequence: identify its elements, relations, tensions, concentration, dynamic, transformation, and distinct function. A node is valid only if relations and tensions concentrate enough to form a recognizable dynamic, not because the topic is important.

What is the difference between a theme and a node?

A theme identifies what a text discusses, while a node identifies a concentration of relations and tensions producing a dynamic. If removing the topic label makes the concentration disappear conceptually, the candidate is a theme, not a node.

Can an important element like AI or a university be a node?

Not automatically. An element becomes a node only when sufficient relations and tensions concentrate around or through it. Importance, frequency of mention, or section length are explicitly insufficient criteria for node status.

When should I use inter-stem-validation instead of node-validation?

Use node-validation first to confirm basic node status. Use inter-stem-validation only when testing whether a node additionally produces transformation across assemblage or domain boundaries; node-validation alone never establishes inter-stem status.

What are common false positives in node validation?

False positives include candidates validated because the topic is important, the section is long, many disciplines appear, or the topic connects AI to another field. The only valid criterion is relational concentration with a recognizable dynamic.