21 Reasoning Frameworks

AI Command Protocols

Domain-specific reasoning frameworks engineered for structured thinking. Not generic prompts — these are thinking architectures built from real expertise in healthcare, mathematics, fintech, founder strategy, research methodology, AI ethics, and data science.

Created by Kristal Jane Apurado. Each protocol encodes the structured reasoning that domain experts use — the kind of thinking that takes years to develop.

7
Domains
21
Protocols
3
Difficulty Levels

Structured clinical reasoning frameworks for respiratory care, patient safety analysis, and evidence-based decision-making. Built from real ICU experience and NHS clinical governance standards.

Advanced

NEWS2 Escalation Reasoning Chain

Early Warning Score Clinical Decision Protocol

Developed from real NHS clinical governance experience. NEWS2 is the UK national standard for detecting acute deterioration. This protocol mirrors the structured reasoning a senior nurse or registrar would apply at the bedside.

SCORE EACH PARAMETERAGGREGATE & CLASSIFYTREND ANALYSISCLINICAL REASONINGSAFETY NET
Expert

Oxygen Therapy Titration Protocol

SpO2-Guided Weaning & Escalation Framework

Based on BTS guidelines for oxygen therapy and real ICU/ward experience with oxygen weaning protocols. This is the reasoning framework behind the Vitalis AI auto-titration engine.

BASELINE ASSESSMENTGAP ANALYSISTITRATION DECISIONRED FLAGSDOCUMENTATION
Advanced

Patient Safety Root Cause Analysis

Swiss Cheese Model Incident Investigation

Developed from NHS clinical governance and patient safety frameworks. This protocol is used in Serious Incident investigations and Duty of Candour processes.

INCIDENT TIMELINEBARRIER ANALYSIS CONTRIBUTING FACTORSHUMAN FACTORS ASSESSMENTRECOMMENDATIONS

Ready to Think at a Higher Level?

These protocols are designed to be used with TalaStar SuperHuman AI. Copy any protocol, paste it into the AI Portal, and experience structured reasoning at the highest level.

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