Clinical-Quality-Artifical-Intelligence

DCB0129 compliance walkthrough for Digital Clinical Safety Officers and health IT manufacturers. Guides you through NHS England's mandatory Clinical Risk Management Standard for the manufacture of health IT systems — hazard identification, risk assessment, safety case, and DCSO responsibilities.

DCB0160 compliance walkthrough for Digital Clinical Safety Officers and NHS/health organisations deploying health IT systems. Guides through NHS England's mandatory Clinical Risk Management Standard for deployment — deployment safety case, integration hazards, local configuration risks, and staff training requirements.

ML/AI health IT safety assessment for Digital Clinical Safety Officers. Applies NHS Digital's supplementary guidance for Assurance of Machine Learning in Autonomous Systems (AMLAS healthcare) alongside DCB0129/DCB0160. Covers ML component identification, training data bias, model performance, explainability, failure modes, and MHRA regulatory considerations. Use when a health IT system includes AI

QA testing for Streamlit applications — locally or on Hugging Face Spaces. Covers app startup, UI rendering, Streamlit-specific checks (session state, widgets, forms, caching), clinical content accuracy, HF Spaces compatibility, and accessibility. Produces a structured QA report with PASS/FAIL/PARTIAL status.

Clinical Risk Management Plan (CRMP) creator for health IT systems. Produces a structured CRMP aligned with NHS England DCB0129/DCB0160 and the NHS Digital CRMP template. Covers scope, safety roles, risk management activities, tools and methods, documentation requirements, and review schedule.

Clinical product direction review from a UK nursing perspective. The CQAI equivalent of /plan-ceo-review — asks the hard clinical questions before any technical planning. Reviews NMC Standards alignment, patient safety classification, health equity impact, and the "Ward Test". Use this INSTEAD of /plan-ceo-review for any nursing or clinical tool.

Clinical Safety Case Report (CSCR) writer for health IT systems. Produces a structured safety case argument aligned with NHS England DCB0129/DCB0160 requirements. Covers system description, intended purpose, hazard summary, risk control evidence, the safety argument, and DCSO sign-off sections. Use when preparing for Clinical Authority to Release (CATR) or demonstrating compliance.

Interactive clinical safety hazard log creator and reviewer. Walks through FMEA-based hazard identification for health IT systems, producing a structured hazard log aligned with NHS DCB0129/DCB0160 templates and the clinical risk matrix (Severity × Likelihood). Use when starting a hazard log, reviewing an existing one, or identifying new hazards after a system change.

Clinical safety code review against DCB0129/DCB0160 and NHS Digital standards. This is NOT a general code review — it is a clinical safety audit for tools handling clinical data, calculations, decision support, or patient-facing information. Produces a hazard register, required mitigations, and a release recommendation.

Ship a CQAI tool to GitHub and Hugging Face Spaces in a single workflow. Runs pre-flight checks, commits and pushes to GitHub, pushes to HF Spaces, waits for build, and verifies the app is live. Use after /qa-streamlit passes.

FHIR Implementation Guide and resource review — terminology, profiling, and compliance audit for UK NHS FHIR projects. Covers FHIR R4 conformance, UK SNOMED/dm+d/LOINC terminology binding, UKCore/CareConnect compatibility, nursing-specific profiling (NEWS2, Waterlow, ADPIE), and IG structure. Produces a scored compliance report.