Restricted Thinking

Classify speech fragments as Restricted Thinking or No Restricted Thinking with severity ratings.

Updated Nov 18, 2025

Search Tags:#Restricted Thinking #speech analysis #language disorder #clinical assessment #psychiatry #RT vs NO-RT

Ready to run

npx skills add https://github.com/Kikolo3000/topsy_databaseprocessing-agent --skill restricted-thinking

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: Restricted Thinking
Source: https://github.com/Kikolo3000/topsy_databaseprocessing-agent/tree/main/skills/RES
Command: npx skills add https://github.com/Kikolo3000/topsy_databaseprocessing-agent --skill restricted-thinking

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps clinicians and researchers identify Restricted Thinking (RT) in speech, distinguishing it from No Restricted Thinking (NO-RT) to support structured assessment and coding.

Core Features & Use Cases

Automated RT/NO-RT classification: Analyzes provided text fragments and outputs RT or NO-RT along with a rationale.
Structured evaluation: Ensures alignment with defined criteria and can support clinical interviews, research coding, or training.
Use Case: A clinician transcribes an interview and uses this Skill to flag segments that show persistent topic fixation for targeted follow-up.

Quick Start

Provide a text fragment or interview excerpt; the Skill will classify it as RT or NO-RT and provide a rationale.

Frequently Asked Questions about Restricted Thinking

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

FAQPage Schema

How do I identify restricted thinking in transcribed psychiatric interviews?▼

To identify restricted thinking in psychiatric interviews, provide text fragments or passages to this classifier. It evaluates topic fixation across questions and outputs an RT or NO-RT classification with a severity rating and rationale.

What is restricted thinking in speech analysis and how is it detected?▼

Restricted thinking in speech analysis is the persistent fixation on specific topics across interview questions. It is detected by evaluating transcribed speech fragments against defined clinical criteria to classify them as RT or NO-RT.

Can I use automated language disorder assessment for clinical research coding?▼

You can use this automated language disorder assessment for clinical research coding. It ensures structured evaluation alignment with defined criteria to support coding tasks and clinical training for psychiatric assessment.

How do I classify speech fragments for topic fixation and restricted thinking severity?▼

To classify speech fragments for topic fixation and restricted thinking severity, input the interview excerpt into the classifier. It evaluates the text and provides an RT or NO-RT label alongside a detailed severity rating and rationale.

Does this restricted thinking classifier require specific formatting for speech fragments?▼

This restricted thinking classifier does not require specific formatting for speech fragments. You simply provide the raw text excerpt or transcribed interview passage to receive an RT or NO-RT classification and rationale.

What are the limitations of using automated RT vs NO-RT classification in psychiatry?▼

A limitation of automated RT vs NO-RT classification in psychiatry is that it supports but does not replace clinical assessment. It provides structured evaluation flags for topic fixation that require targeted follow-up by a qualified clinician.