Explore skills

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.

Analyze the outcome of a product experiment using control and test results, effect size, and statistical evidence. Use this skill when the user has experiment results and needs a clear readout of what happened.

HTML, HTMX, and CSS best practices following CUBE CSS methodology and Every Layout primitives. Use when working with HTML templates, HTMX interactions, CSS styling, or building server-rendered UI components.

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.

Define the primary metric, secondary metrics, guardrails, and success criteria for a product experiment. Use this skill when the user has a hypothesis or planned test but has not yet defined how success should be measured.

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.

SQL coding best practices and patterns. Use when working with SQL files, writing migrations, or reviewing schema design.